About Bytedance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us.

About the Team

Nuverse is a gaming business unit in ByteDance. The Game Technology team is playing a significant role in the whole life cycle of the game. We are responsible for the development, testing, operation, SRE, and quality assurance of the user and operating system, and give strong support for game developing and publishing. Providing comprehensive and systematical solutions, support the good operation and commercialization of the game. Responsible for the design and implementation of the deployment architecture of the game's overseas game business, and ensuring the good operation of online services.

Job Description:

1. Be familiar with the improvement of models and strategies in various stages such as recall, coarse ranking, fine ranking, and mixed ranking in recommendation to optimize the customer experience.

2. Use the most advanced means in the industry to continuously optimize the deep conversion model and extremely improve the prediction accuracy of LTV, payment rate, and retention rate.

3. Be familiar with the improvement of models and strategies in multiple stages such as targeting, bidding, and mechanism in advertising. While optimizing the customer experience, improve the efficiency of commercial monetization.

Minimum Qualifications:

1. Have a good foundation in data structure, mathematical statistics, probability theory, etc.; have excellent coding ability, and be proficient in Python/C++/Go is better.

2. Have a solid theoretical foundation in machine learning/deep learning, and be proficient in at least one mainstream deep learning programming framework.

3. Have a good product awareness and be willing to take the product effect as the most important driving factor for work.

4. Candidates with experience in deep learning models in advertising and recommendation business are preferred, and those with bidding product and algorithm experience are preferred.

Preferred Qualifications:

1. Experience in the gaming industry or managing platform-type internet products will be an advantage.

ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Interested applicants are invited to apply directly at the NUS Career Portal

Your application will be processed only if you apply via NUS Career Portal

We regret that only shortlisted candidates will be notified.

Job Description

The job holders are to work with PI and the research team to conduct research characterizing airborne pollutants in urban environment.

Qualifications

One or more of (but not limited to) the following:

• Experience in applying data analytics, machine learning and handling big data
• Experience in applying Pythons functions of matplotlib, and numPy, pandas, statsmodels
• Fast learner - capable of conducting independent research and proficient literature search, review & summary with strong background in Chemical Engineering / Chemistry / Physics
• Experience in operating instruments measuring physical and/or chemical properties of airborne pollutants
• Proactive in assisting and contributing to quality scientific research publications
• Proficient in technical presentation, slide making, report writing, etc.
• Proven rounded and effective team player with strong initiative and ownership of the research project

Executive Summary

Smart IMS Inc provides Digital technology & Cloud transformation services, Application & Infrastructure Management Services, Unified Communications, and Insurance implementation services to customers across the Americas, Europe, Middle East, and Asia-Pacific regions. As the trusted technology and business partner of leading MNCs, including Global Investment Banks, Smart IMS is also a Microsoft Gold Certified Partner, Oracle Platinum Partner and AWS MSP Partner.

We are looking to hire a Threat Prevention Engineer to support our client in Singapore which is a top global investment bank. This role will provide technical expertise and guidance within the Perimeter Security and Threat Prevention (network web proxy and malware detection technologies) domains through the delivery of consulting services for internal clients and projects. As part of the consulting function, the consulting engineer will ensure compliance with security standards, design principles and best practices.

Position Summary:

Threat Prevention Engineer will provide subject matter expertise and consulting to high-profile projects, services, and strategic initiatives to achieve targeted objectives and protect the firm. The individual must possess the ability to analyze and understand a variety of existing and evolving business requirements, interface with technology engagement teams and provide best in class Threat solutions that align to meet business and technology requirements.

Must be a strong engineering minded individual with polished collaboration, written, and communication skills and a proven track record interacting with various levels of management, clients, and technical team members in delivering Perimeter and Threat technical solutions

Key Responsibilities:

Primary responsibilities will be to provide technical consulting for Threat Prevention (Web Proxy) solutions, traffic analysis and transforming the business requirement into PAC file, proxy policy and/or firewall/load balancing policy design. In addition, the engineer will be participating those Threat Prevention infrastructure build, migrate and upgrade initiatives globally rollout each year. The candidate must be a good team player to interface with multiple stakeholders of the project teams and with the ability to manage multiple project engagement, work independently and manage multiple deadlines, priorities among a diverse set of applications and requirements.

Lastly, this engineer will also be a Level 3 point of escalation, technical support for complex change implementations and major incidents related to Threat Prevention domains.

Required Skills:

• At least 7+ years of hands-on experience with large scale, complex network/DMZ environments preferably in the banking and finance industry
• Strong technical knowledge and hands-on experience on network web proxy or Content Filtering including McAfee WebGateway
• Experience of proxy PAC file engineering, network firewall policy /NAT engineering, DLP and malware scanning, local & site load balancing technology is an advantage
• Strong expertise in networking and network security protocols including HTTP, HTTPS, SSH, FTP, Socks, PAC files, DNS, NTP, ANYCAST services, and others
• Experience reporting, searching and or dashboarding data in Splunk
• Advanced networking troubleshooting skills and incident triaging including taking and analyzing traffic packet captures, policy research, traffic logs and system log reviews
• Strong analytical, troubleshooting and problem-solving skills and ability to collaborate with other technical areas to define complex configuration designs
• Experienced in Incident support, including managing high severity/urgent incidents, incident triaging with other network teams and vendors
• Excellent customer facing communication skills for customer support and knowledge of ITIL best practices
• Must be able to communicate at different organizational levels including senior management to provide status updates, deliver requirements and report details at the correct level
• Willing to work some irregular hours based on the needs of project deployment window and the location of clients

Desired Skills:

• B.S. degree in Computer Science, Engineering, Business, or equivalent preferred with at least 7+ years of proven experience in Network Security or CyberSecurity environments
• Experience in Web Content filtering and Threat Prevention technologies such as Bluecoat Proxies, McAfee WebGateway proxies, F5 LTM, F5 SSLO, FireEye, Vontu, McAfee DLP, VMWare NSX defender or similar solutions is highly desired
• Knowledge of web connectivity and proxying technologies, WCCP/ITD, explicit or transparent proxy, reverse proxy
• Knowledge of authentication protocols such as LDAP, Kerberos, IWA, IWA-direct, SSO, Active Directory
• Ability to manage and manipulate large data sets, databases, and reports with high attention to details and data accuracy
• Experience with ITIL processes such as change management, request management and incident management is preferred
• At least one professional level certification in Web Content filtering technologies, Network Security or Networks such as CCNA Security, CCNP, BCCPA, BCCPP, CISSP, CISA, CCSP, CEH

About Bytedance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.

To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve.

Join us.

About the Team

The mission of our AML team is to push next-generation machine learning algorithms and platform for the recommendation system, ads ranking and search ranking in our company. We also drive substantial impact for core businesses of the company.

- Build an effective toolchain to improve development performance;

- Introduce new AI technologies to our online system, support billions of users all over the world;

- Improve the reliability of the system, manage the challenges of scale and complexity;

- Squeeze extreme performance from hardware and handle huge amount of requests;

- Research, design, and develop computer and network software or specialised utility programs;

- Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis;

- Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures;

- Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements;

Qualifications

- Bachelor's degree or above, majoring in Computer Science, Engineering or related fields.

- Strong programming and coding experience with at least one modern language such as C/C++, Golang, Python

- Experience contributing to the large scale distributed systems, multi-tenant systems (architecture, reliability and scaling)

- Strong analytical abilities and problem solving

- Good communication, self-motivation, engineering practice, documentation, etc.

- At least 1 year of relevant experience.

Preferred Qualifications

- Familiar with large-scale distributed systems like Spark and Elasticsearch;

- Familiar with the web technologies, such as Django / Flask / React.JS etc.

Bytedance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At Bytedance, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

• Support the planning, implementation and upgrade of the cybersecurity products and solutions.
• Train external and internal clients on how to use the company products and solutions.

Requirements:

• Diploma in IT/Cyber Security Engineering or equivalent
• At least 2 years of CyberArk experience in IT, IS or Cybersecurity industry.

If you are keen to apply for the position, kindly email your detailed resume in MS Word to [email protected]

Please note that only shortlisted candidates will be notified.

For more job opportunities, please visit our website at www.recruit-expert.com

EA Licence: 19C9701
Registration: R21100996

RESPONSIBILITIES:

• Work with customer NPI engineer to understand the newly introduced product base on the design requirement, pre-review the process and actively feedback for potential improvement, and ensure flawless transfer.
• Coordinate NPI activities to different function (Product/Process Engineering Team) prior build.
• Work with Production team to validate process method and parts to be used prior site pilot to make sure all requirements are met.
• Work with Technical support team to make sure all production line requirement (e.g. Jig, fixture, torque drivers etc.) are met.
• Design the in-house fixture/jigs if applicable and provide the design requirement to technical support team for fabrication.
• Provide technical support to production to solve issues encountered during the site pilot and Material Validation Build.
• Ensure smooth handover to mass run by conduct training to related team on new process / WI.
• Ensure all issues and operation feedback are captured, reviewed and follow up for proper closure. Identify opportunity for improvement.
• Assists customer and internal team for Kaizen projects, including 8D and CAPA.
• Performs other related duties as assigned.

REQUIREMENTS:

• Bachelor’s degree in Manufacturing Engineering Technology, or related field required.
• Minimum 2 years experience in manufacturing engineering or relevant field
• Prefer to have server/storage product experience

Work Location: 452 Alexandra Road, Singapore 119961 [Near Labrador Park MRT]

------------------------------------------------------------------------------------------------

Celestica is an equal opportunity employer. All qualified applicants will receive consideration for employment and will not be discriminated against on any protected status (including race, religion, national origin, gender, sexual orientation, age, marital status, veteran or disability status or other characteristics protected by law).

At Celestica we are committed to fostering an inclusive, accessible environment, where all employees and customers feel valued, respected and supported. Special arrangements can be made for candidates who need it throughout the hiring process. Please indicate your needs and we will work with you to meet them.

COMPANY OVERVIEW:

Celestica (NYSE, TSX: CLS) enables the world’s best brands. Through our recognized customer-centric approach, we partner with leading companies in Aerospace and Defense, Communications, Enterprise, HealthTech, Industrial, Capital Equipment and Energy to deliver solutions for their most complex challenges. As a leader in design, manufacturing, hardware platform and supply chain solutions, Celestica brings global expertise and insight at every stage of product development – from drawing board to full-scale production and after-market services for products from advanced medical devices, to highly engineered aviation systems, to next-generation hardware platform solutions for the Cloud.

Headquartered in Toronto, with talented teams spanning 40+ locations in 13 countries across the Americas, Europe and Asia, we imagine, develop and deliver a better future with our customers.

Celestica would like to thank all applicants, however, only qualified applicants will be contacted.

Celestica does not accept unsolicited resumes from recruitment agencies or fee based recruitment services.

Project Overview

SMART M3S is undertaking a project that includes three key work streams:

1) Content: Developing an ontology encompassing various activities, actors, and processes arranged systematically. This involves:

• Extracting content from databases like the Department of Labor's O*Net.
• Human Curation and editing.
• Utilizing Large Language Models(LLMs) for content generation.
• Applying machine learning and statistical techniques to identify clusters of similar activities.

2) Software Tools: Creating a suite of software tools to :

• Browse, edit, and search the online knowledge base.
• Extract content from diverse sources.
• Facilitate human review.
• Integrate LLMs for content generation.
• Support applications demonstrating the ontology's usefulness.

3) Applications: Developing proof-of-concept applications by the end of the one-year project to showcase the ontology's utility. Potential areas include:

• Rapid identification of use cases for generative AI tools.
• Automated generation of detailed workflows and task assignments.
• Stimulating human creativity to address business and societal challenges like climate change and democratic processes.

Responsibilities

The Full Stack Developer will perform the following:

• Design, develop and maintain software tools essential for creating and managing the ontology and its applications.
• Work closely with a multidisciplinary team of researchers, developers, and content specialists.
• Integrate Large Language Models into software applications to enhance functionality.
• Optimize existing codebases for performance and scalability.
• Conduct code reviews, write unit tests, and ensure software reliability.

Requirements

• Bachelor's Degree with proven experience and a strong portfolio
• Deep knowledge and hands-on experience with the following technologies:

1) Frontend:

• Next.js
• TypeScript
• MUI (Material-UI)
• D3.js

2) Backend:

• Node.js
• Firebase and Firebase Cloud Firestore

3) Testing:

• Jest
• Cypress
• Proficiency in LLM Prompt Engineering.
• Excellent analytical and problem-solving skills.
• Ability to work independently and collaboratively in a team environment.
• Strong verbal and written communication skills.

_________________________________________________________________

Applicants are required to complete the following as part of the screening process:

1) Clone and Optimize

-Clone this code sandbox (https://codesandbox.io/p/sandbox/react-usestate-update-nested-in-another-usestate-functional-update-r4lwq0?file=%2Fsrc%2FApp.js)

-Optimize the code for performance and readability.

2) Submit Solution:

-Provide the URL to your optimized solution.

-Include a detailed description of the optimizations made and the reasoning behind them.

GitHub Respository: Link to your GitHub profile showcasing relevant projects.

To apply, please visit our website at: https://portal.smart.mit.edu/careers/career-opportunities

Interested applicants are invited to send in their full CV/resume, cover letter and list of three references (to include reference names and contact information). We regret that only shortlisted candidates will be notified

• Identify and resolve problems with marine motors, auxiliary engines, steering systems, and other related components.
• Repair inboard and outboard engines, focusing on fuel, cooling, and exhaust systems.
• Perform regular maintenance to ensure the proper functioning of all shipboard systems.

Requirements:

• Diploma in Marine Engineering or equivalent.
• At least 2 years of nautical maintenance and repair experience.
• Skilled in using diagnostic tools and marine service equipment.
• Good understanding of marine engines, auxiliary engines, and cargo pumps.

If you are keen to apply for the position, kindly email your detailed resume in MS Word to [email protected]

Please note that only shortlisted candidates will be notified.

For more job opportunities, please visit our website at www.recruit-expert.com

EA Licence: 19C9701
Registration: R21100996

About Bytedance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.

To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve.

Join us.

About the Team

The mission of our AML team is to push next-generation machine learning algorithms and platform for the recommendation system, ads ranking and search ranking in our company. We also drive substantial impact for core businesses of the company.

- Build an effective toolchain to improve development performance;

- Introduce new AI technologies to our online system, support billions of users all over the world;

- Improve the reliability of the system, manage the challenges of scale and complexity;

- Squeeze extreme performance from hardware and handle huge amount of requests;

- Research, design, and develop computer and network software or specialised utility programs;

- Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis;

- Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures;

- Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements;

Qualifications

- Bachelor's degree or above, majoring in Computer Science, Engineering or related fields.

- Strong programming and coding experience with at least one modern language such as C/C++, Golang, Python

- Experience contributing to the large scale distributed systems, multi-tenant systems (architecture, reliability and scaling)

- Strong analytical abilities and problem solving

- Good communication, self-motivation, engineering practice, documentation, etc.

- At least 3 years of relevant experience.

Preferred Qualifications

- Familiar with large-scale distributed systems like Spark and Elasticsearch;

- Familiar with the web technologies, such as Django / Flask / React.JS etc.

Bytedance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At Bytedance, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

• Develop test programs for Digital, PMIC, RF & Mixed Signal products on automated test equipment.
• Liaise closely with the design engineers on the first silicon debug, device characterization, test program bring up and production release activities.
• Troubleshoot digital vectors (JTAG/SCAN/ATPG / Functional / Mbist) and Device characterization across PVT (Process, Voltage and Temperature).

Requirements:

• Diploma in Electronics/Electrical/Communication Engineering or equivalent.
• At least 3 years of developing SOC programs from NPI to volume ramp stage experience with Advantest V93k or Teradyne Uflex/Iflex.
• Proficient in Java, C/C++, Visual Basic, Perl, Python

If you are keen to apply for the position, kindly email your detailed resume in MS Word to [email protected]

Please note that only shortlisted candidates will be notified.

For more job opportunities, please visit our website at www.recruit-expert.com

EA Licence: 19C9701
Registration: R21100996

We are partnered with an established financial services institution in search of a DevOps Engineer to join their team. Working closely with the front office trading team, you will be responsible for:

• Overseeing the maintenance of OneTick time series database
• Leading efforts to enhance automation and developing scripts.
• Handling the configuration, packaging, and deployment of application components based on developer-provided software and documentation.
• Facilitate the onboarding of applications to common platforms, such as the Observability Testing Framework and CI/CD platforms.

Requirements:

• Proficient in managing Linux environments, including software package management, text processing, filesystem oversight, and environment maintenance. Skilled in investigating log files.
• Experience with OneTick application for time series databases, service configuration, graph queries, and administrative tasks.
• Experienced in scripting languages such as Bash, PowerShell, and Python.
• Capable of working with both Linux and Windows infrastructures.
• Familiar with tools like Grafana, ElasticSearch, fluent-bit, and OpenTelemetry.
• Hands-on experience with continuous integration and deployment tools, including Jenkins, BitBucket, GitLab, Octopus, and Maven.
• Understanding of various communication stacks, including RabbitMQ, Kafka, WebSocket, and WebSphere MQ.
• Background in working with distributed architectures and systems designed for high throughput and low latency.
• Knowledgeable in Agile practices and tools such as SAFe, JIRA, and Confluence.

If you are keen on this role and meet the qualifications, apply now or send your cv to [email protected]. We will arrange for a confidential chat if your profile aligns.

If you do not hear from us within 2 working days, please take this as a notification that you have not been shortlisted.

For interested applicants, do apply directly on this link - https://beex.breezy.hr/p/ce28deac9ab7-manufacturing-engineer

Your Role

As the Manufacturing Engineer, you will report directly to the Chief Technology Officer (CTO). Your daily schedule will include frequent interactions with a multi-disciplinary team, across teams from design to manufacturing to operations. You will need to work in Singapore. Remote work is not an option.

Your Job Scope

• Manufacturing Plan: Coordinate with engineering and production departments to develop and implement Manufacturing Plan for products, by drafting work instructions & test plans, preparing BOMs, communicating to suppliers and training manufacturing personnel.
• Technical Support and Diagnosis: Technical support and troubleshooting of production issues related to equipment, processes, quality, controls, and systems. Identify defects or deviations from quality standards and perform root cause analysis to determine the underlying reasons for these issues
• Quality: Upkeep work quality on the manufacturing floor, by implementing quality control procedures such as: comprehensive incoming and outgoing quality inspections, compliance to work instructions, and implementing corrective actions on any lapses
• Record-keeping: Maintain detailed records of quality tests, inspections, and audits. Generating reports on quality performance and communicating quality issues to relevant stakeholders.
• Continuous Improvement: Identify areas of improvement from assembly procedures to tooling, to enhance product quality, manufacturing efficiency, and reduce defects
• Training: Provide training to staff on quality standards, procedures, and best practices to ensure that quality requirements are consistently met
• Supplier Quality Management: Collaborating with suppliers to ensure that raw materials and components meet quality specifications and standards.
• Compliance with Regulations: Ensuring that manufacturing processes comply with industry regulations, standards, and best practices to meet legal requirements and customer expectations.
• Provide day-to-day technical and engineering support to the operating areas.

Desired Qualities

• (MUST) Bachelor's Degree in Electronics, Computer or equivalent Engineering
• 3-6 years of experience in quality engineering or in manufacturing
• Working knowledge of product development and manufacturing processes
• Experience with quality control and test procedures for tests such as in EMI-EMC, Vibration, temperature, humidity testing is a plus.
• Experience with Altium designer and other equivalent PCB CAD software.
• Experience with any 2D schematic, wire harnessing and cable assembly design software.
• Good analytical and problem-solving skills
• Able to multi-task and able to work in a fast-paced environment
• Excellent written and verbal communication skills
• Ability to work in a cross-functional team environment
• Excellent organization and time-management

Remuneration Package

• Market competitive salary
• Growth opportunities that align with your direct ability in helping the company, rather than an arbitrary corporate ladder
• Support for skills upgrading / learning credits
• Healthcare support
• Special access to industry events
• Well-stocked pantry with nice snacks

ABOUT TREND MICRO

Trend Micro, a global cybersecurity leader, helps make the world safe for exchanging digital information. Fueled by decades of security expertise, global threat research, and continuous innovation, Trend Micro's cybersecurity platform protects hundreds of thousands of organizations and millions of individuals across clouds, networks, devices, and endpoints. As a leader in cloud and enterprise cybersecurity, the platform delivers a powerful range of advanced threat defense techniques optimized for environments like AWS, Microsoft, and Google, and central visibility for better, faster detection and response. With 7,000 employees across 65 countries, Trend Micro enables organizations to simplify and secure their connected world. For additional information, visit www.trendmicro.com

POSITION OVERVIEW

The Sales Engineer in Singapore will focus on generating revenue in vertical markets in the assigned territory and building territory plans for businesses across the SEA (southeast Asia) and India.

PRIMARY RESPONSIBILITIES

• Customer engagement - Overcoming objections, navigating SOC/cybersecurity requirements, and managing technical and business discussions with SOC leads and cybersecurity leaders
• Evaluate and respond to V1 SOCaaS RFPs/TORs with strategic insights
• Collaborate with internal sales, partners, and customer teams to validate needs, support opportunities and craft accurate BOMs based on customer requirements
• Develop and align V1 SOCaaS SOW deliverables with the proposed BOM
• Lead V1 SOCaaS PoC engagements effectively
• Proficient in presenting V1 SOCaaS to diverse audiences, including customers and large groups

EXPERIENCE

• V1 platform knowledge or certification with clear understanding of XDR - (WB,OAT,Threat Detection Models)
• Good understanding of SOC | MXDR process - (Use cases, Playbook, Tools etc)
• Knowledge of SIEM | SOAR platform
• Good communication, documentation and presentation skills
• Understanding of Threats/IR | Red/Purple/Blue Teaming will be added advantage
• 6Knowledge of scripting - Python, Powershell etc will be added advantage

Trend Micro strive to build an environment of equity and inclusion, which reflects diverse points of view. We welcome, value, promote, and celebrate diversity - the very experiences and attributes that make us who we are, including but not limited to race, ethnicity, nationality, gender, gender identification, sexual orientation, level of ability, age, religion, veteran status, socio-economic status, and political philosophy.

Key Responsibilities:

• Innovation & Exploration: Lead GenAI innovation initiatives, stay updated on generative AI advancements, and contribute to Proof-of-Concept projects.
• Democratization of GenAI: Drive the adoption of GenAI across the organization and establish standards to ensure quality and consistency.
• Center of Excellence: Support building the GenAI CoE, mentor teams, and enable business units to leverage GenAI effectively.
• AI Design & Development: Design, implement, and maintain generative AI and machine learning models, manage AI/ML Ops, and oversee vendor delivery.
• Model Optimization: Optimize generative models for performance and experiment with advanced algorithms (e.g., GANs, LLM merging).
• Data Analysis: Analyze and pre-process datasets across various modalities (text, image, audio, video) to enhance AI models.
• Deployment & Integration: Deploy generative models into production and collaborate with software engineers for seamless integration.
• AI Expertise: Stay abreast of AI advancements and contribute to cutting-edge GenAI projects.

Skills & Qualifications:

• Bachelor’s degree in IT, Computer Science, AI/ML Engineering, or related fields.
• Extensive years of experience in data engineering/analytics, including 5+ years in AI/ML with a focus on Generative AI.
• Expertise in programming (Python, Rust, SQL), generative AI frameworks (e.g., LangChain, OpenAI), and ML libraries (e.g., TensorFlow, PyTorch).
• Strong skills in data pre-processing, feature engineering, and model evaluation.
• Proficiency in fine-tuning open-source LLMs (e.g., Llama 2) and developing LLM-based RAG (Retrieval Augmented Generation).
• Familiarity with cloud AI platforms (Azure preferred), multimodal language models, and embedding pipelines.
• Experience in Git, CI/CD pipelines, Agile tools (JIRA, Confluence), and converting business requirements into end-to-end AI solutions.

Those who are keen for the role and would like to discuss the opportunity further, please click "Apply Now" or email Kin Long at [email protected] with your updated CV.

Only shortlisted candidates will be responded to, therefore if you do not receive a response within 14 days, please accept this as notification that you have not been shortlisted.

Morgan McKinley Pte Ltd

EA Licence No: 11C5502 | EAP Registration No: R2095054

Proposal

• Responsible on project tender and proposal
• Assist and follow up on pre and post tender clarification
• Preparation of tender submission documents and compile of proposal
• Adhere to proposal submission by deadline
• Prepare the proposal for management approval
• Assist in paper work and follow up with affiliates if necessary

Requirements

• Bachelor Degree in Business Management or other related discipline
• At least 1 year experience in project proposal or sales coordinator
• Prior experience in petrochemicals and offshore field is preferred
• Keen eye for exploring business opportunities
• Driven, passionate about sales
• Strong sales acumen
• Good in establishing rapport with all levels of people
• Able to work in fast-paced environment and meet tight schedules

SOFTWARE ENGINEER

Job Responsibilities:

• Develop the control system/software for the projects assigned. Primary programming environment is C#, .NET and SQL.
• Perform on-site support, service, and installation of the equipment. Debug and test until final acceptance by customers. Willing to spend extended periods of time on-site during equipment installation.
• Generate and maintain design/test documentation.
• Improve and contribute to software application design, development and end-user’s experience.
• Analyze current programs including performance, diagnosis and troubleshooting of problem programs, and designing solutions to problematic programming.
• Study and research on schematic for build-to-print project.
• Understand the software requirements specification and deliver quality software fulfilled specification.
• Assist to maintain existing software/firmware application as well as create new function/feature.
• Be a team player and assist team members to complete assigned tasks and projects.
• Ensure project delivery and meet project timeline.

Job Requirements:

• Degree in Computer Science/Information Technology/Mechatronics Engineering/Electrical/Electronic Engineering or equivalent.
• Experienced or keen to learn equipment control system/machine automation programming.
• Working knowledge in SEMI GEM Secs is an added advantage.
• Programming experience of PLC, GUI device and Motion Controllers is a plus.
• Computer literate, pleasant personality and able to work independently

For interested applicants, do apply directly ysing this link - https://beex.breezy.hr/p/bf1236d1a519-electrical-engineer

Your Role

Your role is Electrical Engineer. Your daily schedule will include frequent interactions with Mechanical and Software on Product Development and production design work, directly reporting to the Electrical Lead.

Your Job Scope

• Design and Implement sub-components of our Hovering Autonomous Underwater Vehicle.
• PCB Design of Electronics boards for interfacing, operation and control of our vehicles.
• Power electronics design to various system components, sensors and actuator systems.
• Wire harness and cabling design and production drawing generation(2D and 3D).
• Firmware development on microcontrollers such as Atmega and ARM for real-time control of hardware components.
• Bench-testing and field testing of key sensors and components for integration to our vehicles.
• Carry out intensive bench and in-water testing of our vehicles, and document performance.
• Stress testing of system components for harsh environment operations such as thermal, vibration, EMI-EMC and humidity.
• Gather user requirements in collaboration with management team and end customers.

Desired Qualities

• Bachelor's Degree in Electronics, Electrical Engineering or equivalent
• 3-6 years of experience designing and implementing Electrical Architecture of robotic systems.
• Experience with battery operated designs, embedded systems, microcontrollers, sensor and actuator interfacing.
• Experience with low voltage power electronics design for battery operated systems (power regulation, boost/buck conversion, power protection, load balancing etc).
• Experience with Altium designer and other equivalent PCB CAD software.
• Experience with any 2D schematic, wire harnessing and cable assembly design software.
• Experience with C++ for embedded systems programming and development.
• Knowledge of python is a plus for high level interfacing and algorithms development.
• Experience with git and version control systems.
• Experience with quality control and test procedures for tests such as in EMI-EMC, Vibration, temperature, humidity testing is a plus.

Remuneration Package

• Market competitive salary
• Growth opportunities that align with your direct ability in helping the company, rather than an arbitary corporate ladder
• ESOP / equity participation
• Support for skills upgrading / learning credits
• Healthcare support
• Special access to industry events
• Well-stocked pantry with nice snacks

Prior to your interview, please prepare:

• Testimonial of 1 other engineer who has worked with you
• PCB Design from a previous project

TikTok will be prioritizing applicants who have a current right to work in Singapore and do not require TikTok's sponsorship of a visa.

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About The Team

The TikTok Data Ecosystem Team has the vital role of crafting and implementing a storage solution for offline data in TikTok's recommendation system, which caters to more than a billion users. Their primary objectives are to guarantee system reliability, uninterrupted service, and seamless performance. They aim to create a storage and computing infrastructure that can adapt to various data sources within the recommendation system, accommodating diverse storage needs. Their ultimate goal is to deliver efficient, affordable data storage with easy-to-use data management tools for the recommendation, search, and advertising functions.

What you will be doing:

1. Design and implement an offline/real-time data architecture for large-scale recommendation systems.

2. Design and implement a flexible, scalable, stable, and high-performance storage system and computation model.

3. Troubleshoot production systems, and design and implement necessary mechanisms and tools to ensure the overall stability of production systems.

4. Build industry-leading distributed systems such as offline and online storage, batch, and stream processing frameworks, providing reliable infrastructure for massive data and large-scale business systems.

Qualifications

What you should have:

- Bachelor's Degree or above, majoring in Computer Science, or related fields, with 1+ years of experience building scalable systems;

- Proficiency in common big data processing systems like Spark/Flink at the source code level is required, with a preference for experience in customizing or extending these systems;

- A deep understanding of the source code of at least one data lake technology, such as Hudi, Iceberg, or DeltaLake, is highly valuable and should be prominently showcased in your resume, especially if you have practical implementation or customisation experience;

- Knowledge of HDFS principles is expected, and familiarity with columnar storage formats like Parquet/ORC is an additional advantage;

- Prior experience in data warehousing modeling;

- Proficiency in programming languages such as Java, C++, and Scala is essential, along with strong coding skills and the ability to troubleshoot effectively;

- Experience with other big data systems/frameworks like Hive, HBase, or Kudu is a plus;

- A willingness to tackle challenging problems without clear solutions, a strong enthusiasm for learning new technologies, and prior experience in managing large-scale data (in the petabyte range) are all advantageous qualities.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

TikTok will be prioritizing applicants who have a current right to work in Singapore and do not require TikTok's sponsorship of a visa.

About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About The Team

The TikTok Data Ecosystem Team has the vital role of crafting and implementing a storage solution for offline data in TikTok's recommendation system, which caters to more than a billion users. Their primary objectives are to guarantee system reliability, uninterrupted service, and seamless performance. They aim to create a storage and computing infrastructure that can adapt to various data sources within the recommendation system, accommodating diverse storage needs. Their ultimate goal is to deliver efficient, affordable data storage with easy-to-use data management tools for the recommendation, search, and advertising functions.

What you will be doing:

1. Design and implement an offline/real-time data architecture for large-scale recommendation systems.

2. Design and implement a flexible, scalable, stable, and high-performance storage system and computation model.

3. Troubleshoot production systems, and design and implement necessary mechanisms and tools to ensure the overall stability of production systems.

4. Build industry-leading distributed systems such as offline and online storage, batch, and stream processing frameworks, providing reliable infrastructure for massive data and large-scale business systems.

Qualifications

What you should have:

- Bachelor's Degree or above, majoring in Computer Science, or related fields, with 3+ years of experience building scalable systems;

- Proficiency in common big data processing systems like Spark/Flink at the source code level is required, with a preference for experience in customizing or extending these systems;

- A deep understanding of the source code of at least one data lake technology, such as Hudi, Iceberg, or DeltaLake, is highly valuable and should be prominently showcased in your resume, especially if you have practical implementation or customisation experience;

- Knowledge of HDFS principles is expected, and familiarity with columnar storage formats like Parquet/ORC is an additional advantage;

- Prior experience in data warehousing modeling;

- Proficiency in programming languages such as Java, C++, and Scala is essential, along with strong coding skills and the ability to troubleshoot effectively;

- Experience with other big data systems/frameworks like Hive, HBase, or Kudu is a plus;

- A willingness to tackle challenging problems without clear solutions, a strong enthusiasm for learning new technologies, and prior experience in managing large-scale data (in the petabyte range) are all advantageous qualities.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About the Team

E-commerce is a new and fast growing business that aims at connecting all customers to excellent sellers and quality products on TikTok Shop, through E-commerce live-streaming, E-commerce short videos, and commodity recommendation. Our E-commerce Recommendation Infra team is responsible for building up and optimizing the infrastructure for such recommendation systems, so as to provide the best experience for our users. We work closely with applied machine learning engineers and build scalable systems to support all kinds of innovative algorithms and techniques.

We are looking for talented individuals to join us in 2025. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with TikTok.

Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally. Applications will be reviewed on a rolling basis . We encourage you to apply early.

Responsibilities

- Design and implement a reasonable offline data architecture for large-scale recommendation systems

- Design and implement flexible, scalable, and high-performance storage and computing systems

- Trouble-shooting of the production system, design and implement the necessary mechanisms and tools to ensure the stability of the overall operation of the production system

- Build industry-leading distributed systems such as storage and computing to provide reliable infrastructure for massive data and large-scale business systems

- Develop and implement techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software

- Apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets

- Visualise, interpret, and report data findings and may create data reports as well

Qualifications

Minimum qualifications:

- Final year or recent graduate with a background in Software Development, Computer Science, Computer Engineering, Electrical Engineering or a related technical discipline.

- Familiar with many open source frameworks in the field of big data, e.g.Hadoop, Hive,Flink, FlinkSQL,Spark, Kafka, HBase, Redis, RocksDB, ElasticSearch etc.

- Familiar with Java, C ++ and other programming languages

- Strong coding and trouble shooting ability

Preferred Qualification:

- Agile, quick self learner, highly self-motivated with strong sense of product ownership and creative problem solver.

- Good collaborator and team player, comfortable working in a fast moving, culturally diverse and globally distributed team environment.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy.

If you have any questions, please reach out to us at [email protected].

TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok sponsorship of a visa.

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and enrich life. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About the team

Our Search Architecture Team is responsible for building up and optimizing the architecture for our Search Engine to provide the most stable and best experience for our TikTok Shop Search users.

This person will be responsible for the design and development of the global e-commerce search system architecture, ensuring system stability and high availability; responsible for online services, offline data flow performance optimization, solving performance bottlenecks, reducing costs and unlocking.

Responsibilities

-Responsible for the global e-commerce search system of TikTok and its affiliated products, and solve the architecture optimization problem of the search architecture system;

-Support the design and development of the global e-commerce search system , and the output core search capabilities of bytes and high-quality content to partners;

-Focus on Architecture abstraction and process optimization for search scenarios, support large-scale machine learning optimization;

-Focus on large-scale systems with high concurrency and high throughput, improve system stability, performance, and scalability;

-Research and development and optimization of core components, application and implementation of new technologies;

-Research, design, and develop computer and network software or specialised utility programs;

-Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis;

-Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures;

-Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements.

Qualifications

Minimum Qualifications

-Bachelor's degree or above, majoring in Computer Science, or related fields, with 3+ years of experience building scalable systems;

-Experience in programming, included but not limited to, the following programming languages: C, C++, Java or Golang;

-Solid programming ability, excellent design and code style, enthusiastic about technical challenges;

-Effective communication skills and a sense of ownership and drive;

-Experienced in at least one area of the following areas: personalized recommendations, search engine, machine learning, distributed storage system, big data frameworks is a plus.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok sponsorship of a visa.

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About the team

Our Search Architecture Team is responsible for building up and optimizing the architecture for our Search Engine to provide the best experience for our TikTok Shop Search users.

This person will be responsible for the design and development of the global e-commerce search system architecture, ensuring system stability and high availability; responsible for online services, offline data flow performance optimization, solving performance bottlenecks, reducing costs and unlocking.

Responsibilities

-Responsible for the global e-commerce search system of TikTok and its affiliated products, and solve the architecture optimization problem of the search architecture system;

-Support the design and development of the global e-commerce search system , and the output core search capabilities of bytes and high-quality content to partners;

-Focus on Architecture abstraction and process optimization for search scenarios, support large-scale machine learning optimization;

-Focus on large-scale systems with high concurrency and high throughput, improve system stability, performance, and scalability;

-Research and development and optimization of core components, application and implementation of new technologies;

-Research, design, and develop computer and network software or specialised utility programs;

-Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis;

-Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures;

-Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements.

Qualifications

Minimum Qualifications

- Bachelor's degree or above, majoring in Computer Science, or related fields;

- Experience in programming, included but not limited to, the following programming languages: C, C++, Java or Golang;

- Solid programming ability, excellent design and code style, enthusiastic about technical challenges;

- Effective communication skills and a sense of ownership and drive;

- Experienced in at least one area of the following areas: personalized recommendations, search engine, machine learning, distributed storage system, big data frameworks is a plus.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Company's Profile
Julian Grey’s client is a global semiconductor equipment provider, specializing in inspection solutions for various industries. They have offices in APAC and are seeking motivated individuals to join their growing team.

Responsibilities

• Create software solutions for automated Computer Vision Equipment.
• Develop software for GUIs, manage large datasets, and implement multi-threaded programming.
• Design and implement Image Processing and Computer Vision Algorithms, contributing to the Software Development Life Cycle.

Requirements

• Skilled in Visual Studio programming and proficient in C++.
• Expertise in vision inspection, computer vision, and image processing.
• Familiarity with C# and experience in Deep Learning for Defect Classification are advantageous

Follow us for more updates, interview tips!
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Our telegram channel for job opportunities - https://t.me/jobopportunitiessg

Interested Applicants

Please WA Justine @ 9755 9161

Shortlisted candidates will be notified

Justine Lam Nyok Yuen

Reg No. R1218722

Julian Grey Corporate Advisory Pte. Ltd.

EA License No: 19C9568

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About the team

Our team works on large-scale recommendation systems for various offerings under TikTok and its affiliates, focusing on developing recommendation algorithms/models/strategies. We are committed to developing cutting-edge solutions for e-commerce recommendation systems.

Responsibilities

- Work on recommendation systems, involving contents of various forms ranging from products, short videos to live streams, with each unified recommendation model fulfilling heterogeneous E-commerce scenarios/goals across multiple countries.

- Optimize e-commerce recommendation models at massive scales, using deep learning/transfer learning/multi-task learning techniques.

- Data mining and analysis to improve the quality of recommended contents.

- Conduct research on various topics, which aim to optimize content recommendation circulation, ranging from ensuring diversity and new discovery in recommendation contents, to cold-start problem for new users/items and discovery of high-quality products/live streamers.

- Develop innovative and state-of-the-art e-commerce models and algorithms

- Support the production of scalable and optimised AI/machine learning (ML) models

- Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models

- Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process

- Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.

- Work with the relevant software platforms in which the models are deployed

Qualifications

Minimum Requirements

- Bachelor's degree or higher in Computer Science or related fields with at least 5 years of relevant hands-on experience and 2+ years of team management experience.

- Strong in data structures and algorithms, with excellent problem-solving ability and programming skills

- Experience in applied machine learning, familiar with one or more of the algorithms such as Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, Gradient Boosting Trees, Deep Neural Networks etc.

- Experience in working with main components of recommendation systems(recall, sort, reranking, cold-start problem), with good understanding of mainstream recommendation models used in the industry

- Experience in C++ and Python; at least one of the Big Data tools (For eg. Hive sql/Spark/Mapreduce; at least one of the Deep Learning tools(For eg. Tensorflow/Pytorch)

- Leading a team of at least 5 Possess strong communication skills, positive mindset, good teamwork skills, and eagerness to learn/implement new technology and experiment

Preferred Qualifications

- Experience in personalized recommendation, online advertising, information retrieval or related fields.

- Publications at KDD、NeurIPS、WWW、SIGIR、WSDM、CIKM、ICLR、ICML、IJCAI、AAAI、RecSys and related conferences

- Excellent performance in data mining, machine learning, or ACM-ICPC/NOI/IOI competitions

- Developed widely-recognized machine learning project(s) on github or personal webpage

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About the Team

The TikTok E-commerce Recommendation and Marketing Algorithm team is responsible for algorithm and big data work on e-commerce innovation projects. Leveraging on our products, the team helps users discover and acquire great products, enriching their lives. In this team, we not only use recommendation and search algorithms to help users find items they are interested in but also employ risk control algorithms and intelligent platform governance algorithms to detect violations, ensuring a secure shopping experience. We build intelligent customer service technologies and large-scale product knowledge graphs to improve the efficiency of various transaction processes. Furthermore, we develop logistics and operations research algorithms to enhance supply chain efficiency, and we apply artificial intelligence to help merchants improve their operational capabilities. Our mission: To make high-quality products easily accessible, enabling everyone to enjoy a better life.

Responsibilities

- Participate in optimizing TikTok e-commerce growth and marketing algorithms, including core capabilities such as user value modelling, personalized messaging, recommendations, and intelligent marketing.

- Establish a user lifecycle data and value system to address core pain points and business challenges related to TikTok Mall user growth.

- Contribute to the implementation of product and technical solutions for user growth engines, such as personalized push notifications/emails, recommendation handling, etc., to increase e-commerce DAU and penetration rates.

- Optimize algorithms related to recall/sorting for new user recommendations, improving the relevance of traffic source handling and the accuracy and diversity of new user recommendations.

- Optimize intelligent marketing algorithms, utilizing uplift models and operations research methods to improve marketing efficiency and drive e-commerce GMV growth.

Qualifications

Minimum Qualifications

- Bachelor's degree or higher in Computer Science, Computer Engineering, Mathematics or related technical discipline

- Experience in C++ and Python; at least one of the Big Data tools (For eg. Hive sql/Spark/Mapreduce; at least one of the Deep Learning tools(For eg. Tensorflow/Pytorch)

- Strong foundation in algorithms and data structures, with excellent coding skills.

- Strong learning ability, curiosity, and good communication and teamwork skills.

Preferred Qualifications

- Candidates who have published papers in top AI conferences/journals or achieved notable results in ACM/Machine Learning competitions

- Experience in recommendation systems, advertising, user growth, intelligent marketing, or related fields, with expertise in LTV estimation, uplift modelling, operations research, sequence modelling, or multi-scenario modelling optimization is a plus.

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.