Job Description & Requirements

· Manage and monitor all installed systems and infrastructure

· Install, configure, test and maintain operating systems, application software and system management tools

· Proactively ensure the highest levels of systems and infrastructure availability

· Monitor and test application performance for potential bottlenecks, identify possible solutions, and work with developers to implement those fixes

· Maintain security, backup, and redundancy strategies

· Write and maintain custom scripts to increase system efficiency and lower the human intervention time on any tasks

· Participate in the design of information and operational support systems

· Provide 2nd and 3rd level support

· Liaise with vendors and other IT personnel for problem resolution

Requirements and skills

· BS/MS degree in Computer Science, Engineering or a related subject

· Proven working experience in installing, configuring and troubleshooting UNIX /Linux based environments.

· Solid experience in the administration and performance tuning of application stacks (e.g.,Tomcat, JBoss, Apache, Ruby, NGINX)

· Solid Cloud experience, preferably in AWS

· Experience with virtualization and containerization (e.g., VMware, Virtual Box)

· Experience with monitoring systems

· Experience with automation software (e.g., Puppet, cfengine, Chef)

· Solid scripting skills (e.g., shell scripts, Perl, Ruby, Python)

· Solid networking knowledge (OSI network layers, TCP/IP)

Want to be part of a fun and exciting team in one of the fastest growing IT companies in Singapore? Xtremax is an established IT company that provides IT services such as website development and design to government agencies and private companies to help them transform their digital experience. We are expanding and actively looking for an experienced and highly motivated individual for the Technical Support role.

Responsibilities:

• Provide customer support by answering phone and email enquiries
• Primary investigation, information gathering before escalating to internal team for further diagnosis
• Manage operational issues/risks in a timely manner; escalating when necessary
• Keep track of service requests to meet service KPIs
• Follow standard operating procedures, and respond professionally
• Communicate effectively between customers and development team on escalated issues
• Understanding of issues raised by customer
• Good sense of ownership to customers’ reported issues and track them through resolution and bring to closure of ticket raised
• Serve as a key point of contact based on agencies assigned
• Cross functional collaboration: You are required to work with different teams within our organisation to meet the needs of our business.
• Escalate critical issues / roadblocks to the Technical Support Team Lead

Requirements

• Minimum polytechnic diploma in IT, computer engineering, or relevant experience
• Preferably have knowledge in cloud services (eg. Microsoft 365, Amazon Web Services, Microsoft Azure, Google Cloud)
• Preferably have knowledge in ticketing system (JIRA)
• Good interpersonal and communication skills
• Strong analytical and problem solving/troubleshooting skills
• Strong interest in technology
• Ability to communicate highly technical information to both technical and non-technical customer audience
• Ability to work independently and as a team in a dynamic environment

By submitting your resume/CV, you consent and agree to allow the information provided to be used and processed by or on behalf of Xtremax Pte Ltd for purposes related to your registration of interest in current or future employment with us and for the processing of your application for employment.

You also represent to us that you have obtained the consent of your referees when you disclose to us their personal data for the purpose of conducting reference checks.

The personal data held by us relating to your application will be kept strictly confidential and in accordance with the PDPA. You may also refer to our Privacy Policy for more details here: https://www.xtremax.com/privacy-policy

We regret to inform you that should you not consent to providing the necessary data required for us to process your application, your application will be considered void.

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Job Responsibilities:

Identify, select, and evaluate new equipment/ new technology to support current and future requirements for FEOL area

- Define, development and establish new equipment design/ capability requirements aligned to Process and Packaging Roadmap

- Develop and engage creative solution for new equipment capabilities/ solution to identified constraints or future technology requirements

- Work with equipment suppliers to develop new capability

- Engage in active participation in Package Development Engineering activities

- Conducts equipment benchmarking to establish the equipment suppliers and platforms for future need

- Create decision matrix for equipment and material selection

Installation and qualification of new equipment platform and handover to production group (pilot line setup)

- Plan/submit capital request to acquire new Equipment

- Create purchasing specification (Doc2) document

- Establish the new equipment qualification criteria and activities roadmap with respective functional - team

- Establish project handover requirements and procedures upon machine qualification

- Prepare documentation for handing over with respective site owner

- Conduct data gathering for low volume production

- Conduct training for Site representatives

- Feedback loop for Continuous Improvement after mass volume production

Maintain a matrix of key equipment platform capability and constraints (TOR - Tool of Records) on current and new equipment platform

- Maintain and regularly update the TOR, with inputs from local or other assembly site

- Maintain general knowledge of process and material characteristics and translate to equipment design requirement

- Search continually for new equipment or suppliers with improved or new capability that is aligned to Process/Packaging need

Collaborate with production group on upgrades of existing production equipment through continuous improvement projects

- Maintain knowledge of design constraints and weakness of existing platform

- Participate in the continuous improvement projects involving equipment improvement and upgrades

Job Requirements/ Qualifications:
- PhD/Masters/Bachelor’s Degree in Electrical & Electronic, Material, Mechanical Engineering, Physics & Applied Physics or Equivalent Work Experience Required
- Minimum 2 years’ experience in related semiconductor industry
- Experience with technical knowledge on assembly and/or wafer bumping packaging technology
- Advantage packaging technology and Front end of line background will be preferable and plus point
- Understanding and/or experience in equipment automation solution e.g. GEM300, AMHS and IIOT solution for datamation such as APC, FDC, E3, PCS, SPC) is a plus
- Fast learner, with initiative and independence (min supervision)
- Good teammate, ability to integrate and cooperate with cross function teams and external vendors
- Strong communication and presentation skills
- Understanding of business needs and customers’ requirement
- Strong project management skills to ensure execution to timelines

Job Description

As Engineer of MSB Lean Manufacturing, you will manage the implementation of Lean transformation methodologies and tools in Assembly, Test and SSD manufacturing at MSB. You will collaborate closely with site functional teams to identify, explore and implement lean methodologies and tools to drive improvements in throughput, labor productivity, yield, and cycle time performance.

Responsibilities:

• Lead the adoption and implementation of Lean methodologies and tools across Assembly, Test, and SSD manufacturing.
• Facilitate continuous improvement events across different functional teams (e.g., Kaizen, Value Stream Mapping (VSM), Projects, Workshops).
• Develop and sustain programs and systems to foster a Lean culture.
• Conduct labor productivity analyses (e.g., Touch-time, MMR, spaghetti charts) to enhance operator and technician efficiency and reduce operational errors.
• Oversee Utilization/ Overall Equipment Effectiveness (OEE) to identify key sources of losses and improvement opportunities.
• Collaborate with functional experts to identify areas for improvement through the application of Lean methodologies and tools.
• Propose Lean approaches and initiatives, including Kaizen and Continuous Improvement Projects.
• Act as the key integrator between central and site functional teams, developing, driving, and communicating progress on critical Lean improvement initiatives.
• Develop an overall view of critical initiatives and their impact on key performance indicators.
• Provide visibility on program status, including key achievements with clear ownership.
• Trigger interventions to ensure programs stay on track towards targets.
• Support regular reporting and meetings with senior leadership, including deep dives for weekly/monthly reports and ad-hoc senior management updates.

Requirements

• Bachelor’s /master’s in Industrial and system engineering, engineering management, Production & Operation Management, or related field.
• Strong project management, analytical skills and problem solving skills
• Possess good communication and interpersonal skills, with the ability to work effectively with multiple multi-functional teams.
• Knowledge of Semiconductor processes, engineering and/or manufacturing operations
• Background in Overall Equipment Effectiveness (OEE) and/or Lean manufacturing fundamentals will be beneficial

Keen on the role? Apply now!

This role is for a technical support position and they will be responsible for overseeing the project initiated by APAC Infrastructure as a Service (IaaS) team. They must ensure that the project deliverables are delivered on time and aligned to agreed SLAs and processes.They will help ensure the quality of IaaS services remains consistently high, that operating policies are developed or are strictly followed, and adhere to all IT security policies to maintain system integrity and quality.

Key Responsibilities:

Technical Management Responsible for the overall BAU support operations of IaaS systems in APAC (infrastructure in Australia, Singapore, Hong Kong and Japan) and regional oversight of the rest of APAC countries

.Must have skills in :Microsoft Windows Server 2012, 2016 & 2019 Microsoft Active Directory ITIL 3 or 4 Foundation

Good to have skills :PowerShell scripting

• Must have experience working on virtual technology platform VMware websphere 6.x or Microsoft HyperV 2019.
• Must know how to manage Active Directory for the authentication and privilege account management.
• Candidate must be competent on how to manage the OS on physical servers and virtual servers.
• Preferable if the candidate has knowledge and skills working with Low Latency or Electronic Trading Network
• Strong knowledge on governance, server administration and services in cloud based environments. In short, able to follow the bank’s standards, processes and procedures.
• Proficiency in handling and/or contribution to complex IT projects.Knowledge and experience with Ansible Tower, Ivanti, Centrify, Veritas and BMC software.
• Knowledge using or supporting VSAN, iSCSI, DAS, NAS, SAN storage technologies.
• Have good scripting skills, in PowerShell, Python or other programming languages.
• Have knowledge and experience using Agile methodologies and/or has been part of DevOps teams.
• Project Management experience is a bonus

| | Specific Qualifications Required | |

• A professional certification in any of the Operating Systems listed.
• Qualified in ITIL 3 or 4 Foundation

Key Responsibilities:

• Liaise with Solutions team to understand systems design
• Perform installation, configuration and maintenance of network devices and AD server / management server on-site
• Assist Project Managers and Engineers to prepare systems related diagram for the project implementation
• Ensure systems design conforms to contract and technical requirements
• Engage with back line support and/or with vendor’s support to diagnose and rectify technical problems to effectively resolve project implementation issues
• Attend to preventive and corrective maintenance to backend system

Competence (Knowledge, Skills and Abilities):

• Skills in relating to and servicing the customers with a win-win mind set
• Skills in troubleshooting technical problems related to servers, routers, switches, and IoT devices.
• Good knowledge of the security and surveillance solutions landscape and industry trends
• Knowledge on Microsoft Clustering, Active Directory, Agent VI, Milestone, VMware and IT Security is required
• Knowledge of CentOS, Ubuntu, VMware (ESXi), Firewall, Networking, and Windows Server OS
• Proficient in Active Directory, Certificate Services, Virtualization technology, and cyber security is required
• Skills in planning and scheduling
• Professional Certificate in MCSE and CISSP would be an advantage

Requirements:

• Minimum Degree in Computer Engineering or related discipline
• At least 3 years’ experience in a similar capacity
• Experience in installation on Server / Client configuration, Network Storage and IT Network

Role Profile

This technical solution focused role is accountable to setup applications and database and ensure their optimal performance to support various GovTech projects.

Key Responsibilities:

• Setup the application and database
• Perform analysis and review software application functionality and design and suggest improvement to enhance the design to cater for new services
• Consult with software development team, internal users, and clients to improve application performance
• Administer the application including user account management and configuration of the application
• Generate Test Plans and Test Procedures for User Acceptance Tests (UAT)
• Conduct UAT and prepare final UAT Reports
• Keep a record of configuration changes and scheduling application updates
• Support production issues such as establishing root causes of application issues and liaise with the software vendor to resolve issues
• Take care of application migration and new release roll-out
• Document processes and monitor application performance metrics
• Develop tools needed by L1/L2 that will help them with their investigation process

Competence (Knowledge, Skills and Abilities):

• Good understanding of the software and hardware environments for CCTV/networked cameras system
• Proficient in Video and IoT management application, software analysis and design, as well as proposal write up
• Good knowledge on the key features of the CCTV / Networked Video / Security Camera / Video Management product in the market
• Sound network knowledge (Internet Protocols, TCP/IP, DNS, DHCP, SNMP, Network Architecture etc.)
• Familiar with Golang, Node JS, JavaScript, Windows Server OS, CentOS, Ubuntu OS and MongoDB

Requirements:

• High level problem solving and communication skills
• Strong technical knowledge with and certification on in-house products
• Able to deal with routine tasks and may perform tasks with some level of complexity
• Take decisions for own tasks in defined degree of freedom
• Able to solve problems in most cases and within guidelines
• Works independently within guidelines, defined procedures and direction

Education & Experience:

• Bachelor’s Degree in Computer Science, Information Technology, Software Engineering or related field
• At least 3-5 years working experience in Video and IoT Management application, software analysis and design

As a Senior Engineer in PDE (Package Development & Engineering) at Micron, you will be responsible for the Advance Packaging success within your scope in Metro Real-time Defect Analysis (MRDA) and guided by functional objectives, in terms of process, equipment and materials definition, development and/or optimization. You will manage and optimize your area's performance to meet or beat defined metrics. You will apply extensive knowledge to carry out tactics and collaborate with internal and external partners to build and implement packaging technology roadmaps aligned to corporate strategic objectives. You will provide advice to senior management related to tactical decision for the function. You will interact with executives, major customers and/or site managers to provide consultation, influence decisions and identify and resolve critical issues.

Identify, select, and evaluate new process, equipment and/or technology to support current and future requirements for MRDA area

• Define, development and establish new process, equipment design and/or capability requirements aligned to Process and Packaging Roadmap
• Develop and engage creative solution for new process, equipment capabilities and/or solution to identified constraints or future technology requirements
• Work with equipment suppliers to develop new capability
• Actively participate in Package Development Engineering activities
• Conduct equipment benchmarking to establish the equipment suppliers and platforms for current and future need
• Create decision matrix for equipment and material selection
• Generates and set-up ADC, set-up/improve recipes
• Set-up PMON, Sampling Plans, BKM, CIP Strategies & performance indicators

Installation and qualification of new equipment platform and handover to production group

• Plan/submit capital request to acquire new Equipment
• Create purchasing specification (Doc2) document
• Establish the new equipment qualification criteria and activities roadmap with respective functional team
• Establish project handover requirements and procedures upon machine qualification
• Prepare documentation for handing over with respective site owner
• Conduct data gathering for low volume production
• Conduct training for Site representatives/personnel
• Establish the feedback loop for Continuous Improvement after mass volume production

Define, improve and/or maintain a matrix of key equipment platform capability and constraints (TOR - Tool of Records) on current and new equipment platform

• Maintain and regularly update the TOR, with inputs from local or other assembly site
• Maintain general knowledge of process and material characteristics and translate to equipment design requirement
• Search continually for new equipment or suppliers with improved or new capability that is aligned to Process/Packaging need

Collaborate with production group on upgrades of existing production equipment through continuous improvement projects

• Maintain knowledge of design constraints and weakness of existing platform
• Participate in the continuous improvement projects involving equipment improvement and upgrades

Job Requirements/ Qualifications:

• Bachelor's/ Master's/ PhD in Electrical Engineering, Materials Science, Chemical Engineering, or related field
• 4 or more years of experience with proven track record of technical leadership in semiconductor manufacturing, preferably in MRDA Process & Equipment Engineering. Experience in other Front End areas, in Post Wafer Fabrication & High Bandwidth Manufacturing technology is of greater advantage.
• Be able to comfortably work across organizational boundaries and geographies.
• Ability to effectively collaborate with multi-functional organizations to understand needs and translate them into actionable plans, deliverables, and resource requirements.
• Demonstrated ability to drive and implement a wide range of global initiatives with global teams.
• Organized, meticulous, and strong focus on results.
• Demonstrated ability to inspire teamwork and to effectively lead others.
• Demonstrated track record in baseline performance improvement, business process creation, process simulation techniques, data interpretation skills and proficiency in statistical analysis/method.
• Excellent analytical skills and organizational competency
• With good oral and written English communication skill
• Hands on in recipe development for inspection and measurement workstation such as KLA, Rudolph, Nordson, CAMTEK preferred

Keen on the role? Apply now!

Our company, a Multi-National Aesthetic Brand is looking for a field service engineer as we are expanding further. In this role, you would be working on-site at customer locations to troubleshoot, maintain and repair Lasers and Medical equipment. After some on-the-job training, you would get to put your technical, mechanical and electrical skills to use every day in new and challenging situations while you interact with a wide variety of people, machines and settings.

Job Responsibilities

• System commissioning and installation.
• Adhoc servicing and preventive maintenance.
• Provide excellent customer service, listening carefully to customer concerns and addressing issues until customer is satisfied.
• Update and maintain assigned machines per manufacturer specifications.
• Attend ongoing training events sponsored by company or machine manufacturers to stay up-to-date on the latest technology and repair options.
• Must be willing to travel.

Skills & Qualifications required

• Diploma in Electronics, Mechatronics or related and higher preferred;
• Experience with lasers will be an advantage;
• Ability to work productively with minimal supervision;
• Good communication and customer service skills.

As Sr/Engineer for PDE Technology Development Process Integration, you will be responsible for developing advanced packaging process solution and ensure New Process, New Equipment, New Material and Path finding activities success for NAND, mNAND and DRAM, Controller in Micron. To lead new Technode process readiness and improving the yield, quality and reliability with process characterization and optimization and new materials, machines & technologies introduction. You will need to have understanding of Frontend Process, packaging requirements, chip/package interaction, equipment capability and process technology in the industry and the ability to enable best technology for New Technode & Product Introduction with assembly packaging requirements. You will also be required to drive & collaborate with multi-functional teams to resolve assembly process related problems.

Key Responsibilities

Ensure smooth transition from new process development, 1st qualification success to small volume production launch

• Development and Qualification of new packaging process, material, equipment and technology solutions to meet new Technode (NPI) requirements and schedule
• Perform process TRA, risk mitigation execution and process recipe readiness prior Silicon arrives and ensure 1st pass rate.
• Lead/partner with cross function team/site, to ensure successful transfer to CEM for LVM.
• Qualify new process/technology/equipment/materials
  Implement PDE TD PMI (Product Maturity Index) methodology & provide proper Documentation for product transfer CEM & HVM

Identify path finding opportunities for continuous yield improvement and cost reduction activities

• To understand and be able to integrate process knowledge between upstream and downstream across Si and assembly/packaging process
• Understand the future trend, technology and capabilities required for future packaging solutions, work with teams to put in place new capabilities to enhance process performance.

Provide new solutions on time to meet company and customer needs

• Define, develop and establish process capabilities, strategy and roadmap
  To develop & engage creative solutions for new capabilities or to overcome the identified process constraints, ahead product requirements.

Job Requirements:

• PhD/Masters/Bachelor’s in Electrical & Electronic, Material, Mechanical Engineering, Physics & Applied Physics or Equivalent Work Experience Required
• At least 2 years' experience in semiconductor industry
• Experience in Frontend fab Process integration or Module process with technical knowledge on wafer and die level process technology
• Understanding of Micron’s silicon and how it interacts at backend process & package level through CPI is a plus
• Strong project management skills to ensure execution to timelines
• Strong communication and presentation skills
• Understanding of business needs and customers’ requirement
• Ability to integrate & partner with people from cross function teams

Keen on the role? Apply now!

Job Description

• Involved in M&E space planning, concept and detailed design of the M&E services
• Liaise with stake holders and other consultants for requirements and coordination
• Prepare tender documents and drawings
• Attend site meetings
• Periodic site supervision to ensure installation is in accordance to Code and specifications

Job Requirement

• Min Diploma in Mechanical or Electrical Engineering
• 1 – 2 years M&E building service experience (Fresh grads welcomed to apply)
• Knowledge of AutoCAD and Green Mark is an added advantage
• Able to start work immediately or within short period notice

• Assist Project Manager in managing telecommunication projects - attending surveys, site construction, testing and commissioning of radio system
• Guide and supervise contractors / internal workers for site implementation in relation to M&E/Electrical/Mechanical works in accordance to proposal relating to infrastructure, installation quality, work safety requirements and resolve technical issues
• Conduct site acceptance with subcontractors, including preparation of site acceptance documentation
• Co-ordinate with building management and government authorities, for all areas of HDB/Commercial/LTA/MRT/Private Condominiums site access related matters
• Identify deliverables, plan and execute deliverables
• Understand customers' strategies and manage their technical expectations
• Follow up on the KPIs of operator's network to ensure the optimized usage of the deployed solution
• Involve in Network Planning Optimization

Summary:

We are seeking an NLP engineer with a minimum of 2 years of hands-on experience in NLP solution development, particularly in NLP solutioning design, development and deployment. The role involves applying NLP knowledge to develop Gen Al solutions, leverage on machine learning framework, not limited to Tensorflow, Py-torch, etc.... Responsibilities include designing, developing, and deploying NLP solutions using cutting-edge techniques and technologies in cloud or on-premises environments. Participating in code reviews, architecture discussions, team meetings, and creating comprehensive documentation is expected. The ideal candidate should have a proven ability in statistical analysis, deep learning methods, understanding of generative Al methods and text representation techniques. Besides technical abilities, the candidate should consistently deliver highquality projects, exhibit strong communication skills, and a strong work ethic focused on pursuingthe best solutions efficiently.

Responsibilities:

• Work closely with subject matter experts to incorporate NLP components into existing systems and applications.
• Conduct independent research to refine and enhance product evaluation suites, ensuring accurate measurement of model and product performance.
• Engage in various data engineering tasks, including data collection, preprocessing, quality control, and augmentation, to curate high-quality datasets essential for model training.
• Assess and compare different NLP techniques and tools to pinpoint the most effective approach for specific tasks.
• Execute thorough testing and validation procedures on NLP models to guarantee their resilience and dependability.
• Optionally, possess experience in designing resilient frameworks and devising solutions for intricate challenges.
• Demonstrate an analytical mindset with adept problem-solving skills.
• Keep abreast of the latest advancements in NLP techniques and methodologies, actively experimenting with novel models and approaches to maintain our competitive advantage.
• Exhibit a strong drive to deliver optimal solutions within tight timelines.
• Comprehensive documentation of technical specifications, architectural designs, and best practices.

Qualifications:

• Master or bachelor degree in computer science, Al / Machine Learning or relation field.
• Minimum 2 years of hands-on experience in Gen Al solution development specific in NLP applications, e.g., Agentic Al, RAG, NER, JER, prompt engineering, etc.
• Strong understanding of NLP fundamentals, algorithms, and techniques.
• Proficiency in Python and relevant NLP libraries (e.g., NLTK, spaCy, Gensim, LangGraph, Llamalndex, etc... ).
• Proficiency in relevant GenAI frameworks (e.g., LangChain, Llamaindex, Llama¬ factory, etc...)
• Experience with machine learning frameworks (TensorFLow, PyTorch, Hugging Face)
• Excellent problem-solving, communication, and teamwork skills.
• Experience with specific NLP tasks such as text classification, named entity recognition, sentiment analysis, or question answering.
• Knowledge of natural language understanding (NLU) and natural language generation (NLG).
• Experience with productionizing NLP models and addressing real-world challenges.

We are committed to fostering a collaborative and inclusive work environment where innovation and creativity thrive. If you are passionate about NLP and have the skills to make a significant impact, we encourage you to apply.

Area Description:

Google Cloud provides organizations with leading infrastructure, platform capabilities and industry solutions. We deliver enterprise-grade cloud solutions that leverage Google’s cutting-edge technology to help companies operate more efficiently and adapt to changing needs, giving customers a foundation for the future. Customers in more than 150 countries turn to Google Cloud as their trusted partner to solve their most critical business problems.

Role Description:

As a Cloud Security Engineer, you will provide excellent technical guidance to customers adopting Google Cloud services. You will provide best practices on secure foundational cloud implementations, automated provisioning of infrastructure and applications, cloud-ready application architectures, and more. You will provide prescriptive guidance in ensuring customers receive the best of what Google Cloud Platform (GCP) can offer and you will ensure that customers have the best experience in migrating, building, modernising, and maintaining applications in Google Cloud. Additionally, you will work closely with Product Management and Product Engineering to drive excellence in Google Cloud products and features.

Responsibilities:
We are looking for passionate and experienced security professionals to work with our strategic customers to help guide their vision, address risks and implement their security and compliance strategies on Google Cloud. The role will provide thought leadership and operate with a high degree of autonomy and visibility as part of our worldwide PSO specialist team.
● Provide deep domain expertise in cloud security and be a trusted technical advisor to customers and solve complex cloud security & compliance challenges.
● Work with customers to design and develop cloud security architectures and solutions to meet and exceed their security requirements, through deep dive discussions, strategic presentations/recommendations, and hands on implementation in Google Cloud environment.
● Create and deliver best practices recommendations, tutorials, blog articles, sample code, and technical presentations adapting to different levels of key business and technical stakeholders.
● Communicate effectively via video conferencing for meetings, technical reviews and onsite delivery activities.
● Manage disparate senior stakeholders within customer environments to deliver consensus and drive positive customer outcomes on the Google Cloud platform.
● Stay connected with the latest security trends throughout various industry verticals.
● Travel regularly (up to 30%, although we also frequently use video conferencing) in-region for meetings, technical reviews, and onsite delivery activities

● Bilingual Mandarin preferred

• Familiarity with multi-tier server architecture (Application, Web, Database).
• Hands-on experience with Oracle, SQL Server, or MariaDB.
• Proficiency in web services, including protocols like SOAP & REST.
• Knowledge of system applications such as backup software, Application Server - Jboss, Web Server - Apache, Messaging system - MQ / AMQ
• Experience in CI/CD pipeline tools like Jenkins using OpenShift cloud platform

About Us:

Portcast is a venture-backed startup which predicts global trade flows to help logistics and shipping companies become more profitable. We are a predictive analytics company that offers a fast-paced, innovative environment where you will be empowered to sell our AI-product to C-level executives. We are customer-obsessed and are constantly working to provide our customers access to actionable and insightful data to build resilient supply chains.

Based in Singapore, and backed by leading VCs and senior industry advisors, Portcast is a team of young tech and industry talent building a game-changing product for the logistics and shipping industry.

About the role:

We are looking for a Senior Machine Learning Engineer who specializes in deploying ML and AI models into production. You will handle the full lifecycle—from research and model building to deployment and scaling in real-world environments. This hands-on role requires designing robust algorithms that address key business problems, particularly in visibility, prediction, demand forecasting, and freight audit. Your focus will be on ensuring model accuracy, reliability, and scalability in production systems.

What You’ll Do:

• Develop and deploy machine learning models from initial research to production, ensuring scalability and performance in live environments.
• Own the end-to-end ML pipeline, including data processing, model development, testing, deployment, and continuous optimization.
• Design and implement machine learning algorithms that address key business problems that our product focuses on in visibility, prediction, demand forecasting and freight audit.
• Ensure reliable and scalable ML infrastructure, automating deployment and monitoring processes using MLOps best practices.
• Perform feature engineering, model tuning, and validation to ensure that models are production-ready and optimized for performance.
• Build, test, and deploy real-time prediction models, maintaining version control and performance tracking.

To thrive in this role, you must have:

• Bachelor’s, Master’s, or PhD in Computer Science, Engineering, or a related field.
• 5+ years of experience in building, deploying, and scaling machine learning models in production environments.
• Experience deploying Generative AI models in production environments, with a strong understanding of Retrieval-Augmented Generation (RAG), AI Agents, and expertise in prompt engineering techniques
• Proven experience with the full product lifecycle, taking models from R&D to deployment in fast-paced environments.
• Experience working in a product-based company, preferably within a startup environment with early-stage technical product development.
• Strong expertise in Python and SQL, along with experience in cloud platforms (AWS, GCP, or Azure) and containerization (Docker, Kubernetes).
• Familiarity with real-time data processing, anomaly detection, and time-series forecasting in production.
• Experience working with large datasets and big data technologies like Spark and Kafka to build scalable solutions.
• First-principles thinking and excellent problem-solving skills, with a proactive approach to addressing challenges.
• A self-starter mentality, with the ability to take ownership of projects from end to end and work autonomously to drive results.
• Excellent communication skills, with the ability to convey complex technical concepts and a strong customer-obsessed mindset.

Join us at Portcast and be part of a high performing team that is shaping the future of the logistics and shipping industry through cutting-edge predictive analytics!