Total 4,025 data entry clerk job vacancies in Information Technology category in Singapore

AVN Digital is a reputed global IT professional services company headquartered in Singapore. Our service spectrum includes enterprise solution consulting, business intelligence, business process automation and managed services. Given our decade of success we have evolved to become one of the top trusted providers in Singapore and service a client base across banking and financial services, insurance, information technology, healthcare, retail and supply chain.

We are currently looking to hire a “Data Engineer”. This is an exciting opportunity to expand your skill set, achieve job satisfaction and work-life balance. More details as below.

Job Location: Singapore

Job Type: 1 year contract under AVN Digital

Summary of the Requirements

The successful candidate will be supporting data engineering activities for the Enterprise Data Warehouse in major project initiatives for Data Strategy Group.

Mandatory Requirements:

• Possess a degree in Computer Science/Information Technology or related fields.
• Proficient in Python, SQL, PL/SQL, and CICD.
• Familiarity with data warehouses such as Snowflake and Oracle.
• Strong analytical and problem-solving skills.
• Good team player and communication skill.

Skillsets (Good to have)

Familiarity with Denodo.

Brief Job Description

The successful candidate will be involved in the creation of solutions for data services automation.

WHAT’S ON OFFER

You will be remunerated with an excellent base salary and entitled to attractive company benefits. Additionally, you will get the opportunity to enjoy a fun and collaborative work environment, alongside a strong career progression

To submit your application, please apply online or email your UPDATED CV in Microsoft Word format to [email protected]. Your interest will be treated with strict confidentiality.

Privacy Statement: Data collected will be used for recruitment purposes only. Personal data provided will be used strictly in accordance with the relevant data protection law and AVN Digital’s personal information and privacy policy.

AVN Digital is a reputed global IT professional services company headquartered in Singapore. Our service spectrum includes enterprise solution consulting, business intelligence, business process automation and managed services. Given our decade of success we have evolved to become one of the top trusted providers in Singapore and service a client base across banking and financial services, insurance, information technology, healthcare, retail and supply chain.

We are currently looking to hire a “Data Engineer”. This is an exciting opportunity to expand your skill set, achieve job satisfaction and work-life balance. More details as below.

Job Location: Singapore

Job Type: 1 year contract under AVN Digital

Summary of the Requirements

The successful candidate will be supporting data engineering activities for the Enterprise Data Warehouse in major project initiatives for Data Strategy Group.

Mandatory Requirements:

• Possess a degree in Computer Science/Information Technology or related fields.
• Proficient in Python, SQL, PL/SQL, and CICD.
• Familiarity with data warehouses such as Snowflake and Oracle.
• Strong analytical and problem-solving skills.
• Good team player and communication skill.

Skillsets (Good to have)

Familiarity with Denodo.

Brief Job Description

The successful candidate will be involved in the creation of solutions for data services automation.

WHAT’S ON OFFER

You will be remunerated with an excellent base salary and entitled to attractive company benefits. Additionally, you will get the opportunity to enjoy a fun and collaborative work environment, alongside a strong career progression

To submit your application, please apply online or email your UPDATED CV in Microsoft Word format to [email protected]. Your interest will be treated with strict confidentiality.

Privacy Statement: Data collected will be used for recruitment purposes only. Personal data provided will be used strictly in accordance with the relevant data protection law and AVN Digital’s personal information and privacy policy.

We are seeking a highly skilled Data Scientist to join our team and drive our data-driven initiatives. As an experienced Data Scientist, you will play a pivotal role in leveraging data to uncover valuable insights and inform strategic decision-making. You will work closely with cross-functional teams to develop and implement advanced data analytics solutions that support our business goals.

Key Responsibilities:

A) Business Problem Solving through Data Science:

1. Engage with business stakeholders to understand their challenges, business objectives, and opportunities for data-driven decision-making.
2. Translate business problems into well-defined analytical tasks and design data science solutions that align with business goals.
3. Proactively identify areas within the business where advanced analytics can provide significant impact, such as customer behavior analysis, pricing optimization, or process automation.

B) Data Exploration & Analysis:

1. Perform exploratory data analysis (EDA) to identify trends, patterns, and insights from structured and unstructured data sources.
2. Clean, preprocess, and transform data to prepare it for modeling and analysis.
3. Collaborate with data engineers and IT teams to ensure data pipelines are robust, scalable, and accurate.

C) Predictive Modeling & Algorithm Development:

1. Build, train, and deploy predictive models (e.g., regression, classification, clustering, time series analysis) to solve key business problems.
2. Apply machine learning techniques to develop models for tasks such as customer segmentation, churn prediction, demand forecasting, and recommendation systems.
3. Use tools such as Python, R, SQL, and cloud-based platforms to implement and scale predictive models.

D) Data-Driven Solutions & Decision Support:

1. Develop data science-driven solutions and tools that improve business decision-making across functions such as marketing, sales, operations, and finance.
2. Generate actionable insights from data models and communicate results effectively to non-technical stakeholders, translating complex analyses into simple, business-focused recommendations.
3. Use optimization techniques to enhance business processes, improve efficiency, and reduce costs.

E) Performance Monitoring & Model Refinement:

1. Continuously monitor the performance of deployed models and refine them as necessary to ensure long-term accuracy and relevance.
2. Implement A/B testing and other experimental methods to validate model outcomes and assess business impact.
3. Collaborate with teams to integrate predictive models into business workflows and decision-making processes.

F) Cross-Functional Collaboration:

1. Work closely with business leaders, product managers, marketing teams, and other stakeholders to ensure data science initiatives align with strategic objectives.
2. Partner with data engineering teams to ensure data availability and quality, and to build scalable solutions.
3. Mentor and train team members on data science methodologies and best practices.

What you will need:

• Advanced degree in Data Science, Statistics, Computer Science, or a related field.
• Minimum 5 years of experience in data science, with a strong focus on machine learning and predictive modeling.
• Proficiency in Python, R, or similar programming languages.
• Expertise in data visualization tools (e.g., Tableau, Power BI).
• Strong understanding of statistical concepts and techniques.
• Experience working with cloud platforms (AWS, GCP, Azure) and big data technologies (Hadoop, Spark).
• Excellent problem-solving and analytical skills.
• Strong communication and interpersonal skills, with the ability to collaborate effectively with both technical and non-technical teams.

Additional Preferred Qualifications

• Experience in automotive, manufacturing/logistics
• Knowledge of specific machine learning techniques (e.g., deep learning, natural language processing).
• Experience with data governance and compliance frameworks.

Roles & Responsibilities

Based in the Group Customer Analytics & Decisioning team, you will be responsible for developing & optimizing CFS related data pipelines & architecture

Create and maintain the optimal data pipeline to enable ingestion from a wide variety of structured and unstructured data sources

Responsible for UAT execution with a focus on strategic testing processes and procedures to ensure that business standards and specifications are met

Support various business functions by collaborating with multiple stakeholders – business, IT, and vendors independently

Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery and cleansing/transformation

Support development and deployment of applications utilising the data pipelines to provide actionable insights

REQUIREMENTS

Minimum 5 years of working experience in data management, ETL and analysis functions

Solid background in traditional structured database environments such as Teradata / Oracle, SQL & PL/SQL

Knowledge on data warehouse and FSLDM concepts

Experience in automation process – building procedures, ETL and automated job scheduling – using the likes of DataStage, Talend, etc.

Exposure to basic Hadoop Ecosystem components such as HIVE / HDFS

Understanding of banking with exposure to consumer business functions is preferred

(a) Responsibilities:

Working with a back-office development team, you will be responsible for the design and delivery of the software solution for a high volume and performance intensive back office of an Automatic Fare Collection (AFC) system.

The activities required to be performed shall include the following:

· Requirements gathering;

· Design, development, and maintenance of the software;

· Preparation and submission of deliverables throughout the software development lifecycles such as Business Rules, Software Requirement Specifications, Software Architecture Document, Design Specification, Interface Specifications, Source Codes, Testing Specification, Operation and Maintenance Manual, Training Manual and others documents as required in the standard adopted by the Authority;

· Assist the Authority with day-to-day application support issues; and

· Liaise with users on the requirement, design and testing issues.Qualifications & Requirements:

· Recognised degree in Computer Science, IT or engineering with at least 5 years’ relevant experience in software development;

· Gone through at least one full software development lifecycle (SDLC) with experience in producing SDLC documentations;

· Extensive experience in analysing requirements, designing, development and delivering complex enterprise applications on UNIX / LINUX and Windows environment;

· Strong Database and SQL knowledge for writing complex queries and performance tuning;

· Extensive experience in Data Engineering and BI tools like IBM DataStage, Informatica, Cognos Analytics, Power BI;

· Strong understanding of OLAP, ETL/ELT and BI design concepts and best practices;

· Exposure in Cloud Data platforms like Snowflake, Databricks, AWS Redshift will be an advantage.

· Experience in Automatic Fare Collection (AFC) system will be an advantage;

· Strong analytical and problem-solving skills; and

· Good written and verbal communication skills in English.

Responsibilities:

• Receive training about BI (Business Intelligent) products, data analysis and project management;
• Execution of data validation, data mining and data analysis activities;
• Assist Lead Data Analyst(LDA) with BI project implementation leveraging Yonyou BI product (integrated with Yonyou EPR system and Cloud Platforms) ;
• Assist LDA in drafting the scope of BI project, and confirming the project timeline.
• Prepare technical documentation and other deliverables to meet the project requirements, and Summarize the best practice of software solution implementation project implementation.

Requirements:

• Good knowledge of information technology, especially in the areas of ERP and IT-related industries.
• Possess a strong interest in investigating and identifying causes of issues, and able to propose solutions to rectify the issue.
• Strong writing, verbal communication, and presentation skills.
• Good planning and coordination skills. Good team player, responsible and conscientious.
• Resourceful, independent, responsive and proactive.
• Possess a strong interest in investigating and identifying causes of issues, and able to propose solutions to rectify the issue.
• Experience in providing training to the core team and end-users.
• Familiar with SQL query e.g. SQL Server, Oracle will have a great advantage.
• Based in Singapore, travel oversea upon project requirements.
• Must be able to speak mandarin to liaise with our China counterparts

Job Description:

• Collaborate with other developers and engineers to design, build, and maintain applications.
• Develop end-to-end specifications for solution components.
• Perform testing and implementation of the solution.
• Troubleshoot software issues and participate in impact analysis of encountered issues.
• Generate relevant documentations, reports etc.
• Contribute to continuous improvement of software development best practices.
• Keeping up-to-date with industry trends and technology developments.

Requirements:

• Degree in Computing/ Computer Science/ Computer Engineering/ Info Systems / EEE or equivalent
• Entry level candidates with good learning attitude and relevant experience can be considered.
• Familiar to full-stack development and understand concepts of software engineering.
• Knowledge of Agile Development methodology.
• Knowledge of basic coding languages such as C++, Javascript, HTML5 and Java
• Basic programming experience.
• Knowledge of databases (SQL / NoSQL).
• Comfortable using AngularJS, NodeJS, ReactJS and other common frameworks to develop software for various platform.
• Ability to learn new software and technologies quickly.
• Ability to follow instructions and work in a team environment.
• Good team player with critical thinking, analytical and creative problem-solving skills.
• Detail-oriented.
• Candidates with more professional/complexity of experience can be considered for the senior role

Only shortlisted candidates will be notified.

Please email a copy of your detailed resume to [email protected] for immediate processing.

(EA Reg No: 20C0312)

Key Responsibilities:

Design, develop, and debug embedded software solutions using C/C++.

Collaborate with hardware engineers to integrate software with hardware components.

Implement and optimize software for embedded systems on Linux OS.

Write efficient and maintainable code for embedded platforms.

Conduct thorough testing and debugging of embedded software solutions.

Document software designs, processes, and procedures.

Must-Have Skills:

Proficiency in C/C++ programming languages (average to strong).

Experience in developing embedded software using C/C++ (in school or work).

Hands-on experience with developing C/C++ on Linux OS.

Good-to-Have Skills:

Experience in developing embedded software on ARM processors.

Only shortlisted candidates will be notified.

Please email a copy of your detailed resume to [email protected] for immediate processing.

(EA Reg No: 20C0312)

Our Client is a Leading Logistics and Shipping and Transportation Conglomorate

Data Analytics Engineering Lead (12 Months)

• Be proficient in software engineering , Python, SQL, architecture, and delivering end to end solutions, including optimising services
• Have working experience with DataOps, MLOps.
• Have experience with Python, Kubernetes, Azure, AQL, Java or C++
• Have at least 7+ years in product development, exposed to a data driven product, plus if worked in e-commerce, 5 years in devops.
• Experience/understanding of how things are deployed, CICD, Kubernetes, able to deploy MLOPS/ML Models
• Looking for a strong software engineering team lead/tech lead with strong exposure to gathering business requirements and delivering end to end solutions

If the above role is a good fit for you, or if you know anyone who might be good for the role, please get in touch with an updated CV and I'll be in touch!

EA Reg Number: R1660446

EA License Number: 07C3924

Company Registration No: 200609504D

Job Details

Location: Maxwell

Working Hours: 5-Days Work Week

Work Type: 12-Month Contract

Salary: Up to $ 2,450 per month

What you will be working on?

• Interpret legacy datasets relating to development gross floor area (GFA) and land use, converting them to adhere to a new schema
• Understand and interpret planning and development records by synthesizing various data sources including data attributes in Excel, and approved plans in various formats (e.g. CAD, PDF, Bentley)
• Perform manual and/or scripted quality checks to ensure accuracy of assembled data, with close consultation/collaboration with urban planners/architects in charge
• Work on other duties and projects as assigned

What are we looking for?

• Singaporean only
• Minimum Higher NITEC / GCE ‘O’ level / GCE ‘A’ level
• Proficient in Microsoft Excel.

By submitting your resume, you consent to the collection, use, and disclosure of your personal information per ScienTec’s Privacy Policy (scientecconsulting.com/privacy-policy).

This authorizes us to:
Contact you about potential opportunities.
Delete personal data not required at this application stage.
To withdraw consent, email [email protected].
All applications will be processed with strict confidence. Only shortlisted candidates will be contacted.

Carmen Tan Huei Mun | R23115837

ScienTec Consulting Pte Ltd (ScienTec Personnel) |11C5781

Responsibilities:

Working with a back-office development team, you will be responsible for the design and delivery of the software solution for a high volume and performance intensive back office a payment system

The activities required to be performed shall include the following:

• Requirements gathering;
• Design, development, and maintenance of the software;
• Preparation and submission of deliverables throughout the software development lifecycles such as Business Rules, Software Requirement Specifications, Software Architecture Document, Design Specification, Interface Specifications, Source Codes, Testing Specification, Operation and Maintenance Manual, Training Manual and others documents as required in the standard adopted by the Authority;
• Assist the Authority with day-to-day application support issues; and
• Liaise with users on the requirement, design and testing issues.

Qualifications & Requirements:

• Recognised degree in Computer Science, IT or engineering with at least 5 years’ relevant experience in software development;
• Gone through at least one full software development lifecycle (SDLC) with experience in producing SDLC documentations;
• Extensive experience in analysing requirements, designing, development and delivering complex enterprise applications on UNIX / LINUX and Windows environment;
• Strong Database and SQL knowledge for writing complex queries and performance tuning;
• Extensive experience in Data Engineering and BI tools like IBM DataStage, Informatica, Cognos Analytics, Power BI;
• Strong understanding of OLAP, ETL/ELT and BI design concepts and best practices;
• Exposure in Cloud Data platforms like Snowflake, Databricks, AWS Redshift will be an advantage.

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. Responsible for the design and development of distributed database Hbase-related components.

2. Responsible for the design and development of single-node LSM engine Rocksdb-related components.

Qualifications

What you should have:

- Bachelor's Degree or above, majoring in Computer Science, or related fields, with 4+ years of relevant development experience in the field with a strong programming ability, and proficiency in one of C/C++/Java;

- In-depth understanding of the architecture and principles of distributed systems;

- A willingness to tackle challenging problems without clear solutions, a strong enthusiasm for learning new technologies, and prior experience in managing large-scale data.

Preferred Qualifications:

- Embrace the use of open-source software, possess a track record of involvement in open-source projects, and demonstrate a keen enthusiasm for engaging with the latest and most advanced technologies.

- Exhibit knowledge in distributed consensus algorithms like Paxos/Raft.

- Show familiarity with distributed transaction models.

- Demonstrate proficiency in typical storage engines, including RocksDB, and have a deep understanding of the inner workings of Redis at the low-level code level.

- Display expertise in low-level aspects of operating systems, with a background in optimizing system performance for TCP/IP, I/O operations, and other critical component

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 Recommendation Architecture Team is responsible for building up and optimizing the architecture for recommendation system to provide the most stable and best experience for our TikTok users. We cover almost all short-text recommendation scenarios in TikTok, such as search suggestions, the video-related search bar, and comment entities. Our recommendation system supports personalized sorting for queries, optimizing the user experience and improving TikTok's search awareness.

Responsibilities

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

- Design and implement flexible, scalable, stable 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 date 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

- Applying 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 dynamic data reports as well

Qualifications

Minimum Qualifications

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

- 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.

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

- Effective communication skills and a sense of ownership and drive

- Experience of Peta Byte level data processing 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 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.

Team Introduction

TikTok's Recommendation Architecture Team is responsible for real-time computing direction, handling the design and development of real-time computing systems for TikTok videos, live streams, e-commerce, and a billion-user product recommendation system. Their main focus is ensuring system stability and high availability. They abstract general real-time computing systems, build a unified recommendation feature middleware, and implement a flexible and scalable high-performance storage system and computing model. This enables advanced real-time data systems for deduplication, counting, feature services, and other recommendation-related business needs.

- Design and implement real-time (streaming computing) data systems for large-scale recommendation systems.

- Create flexible, scalable, stable, and high-performance storage systems and computing models.

- Troubleshoot production system failures, design and implement necessary mechanisms and tools to ensure overall stability of the production systems

- Construct industry-leading streaming computing frameworks and other distributed systems to provide reliable infrastructure for massive data and large-scale business systems

- 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

-Proficient in programming languages like Java, C++, Scala, Python.

- Strong coding and troubleshooting skills.

- At least 5 years of relevant experience

- Deep understanding of streaming computing systems, with formal production experience in developing TB-level Flink real-time computing systems. Proficient in modules like FlinkDataStream, FlinkSQL, FlinkCheckpoint, FlinkState, and preferably with experience in reading Flink source code.

- Experience in data lake development is preferred. Familiar with at least one data lake technology such as Hudi, Iceberg, DeltaLake, and preferably with experience in reading their source code.

- Willingness to tackle problems without clear answers, with a strong passion for learning new technologies.

- Experience in handling PB-level data is a plus.

- Familiarity with other big data systems is preferred, including YARN, K8S, Spark, SparkSQL, Kudu, and others.

- Experience in storage systems such as Hbase, Cassandra, RocksDB.

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 Recommendation Architecture Team is responsible for building up and optimizing the architecture for recommendation system to provide the most stable and best experience for our TikTok users. We cover almost all short-text recommendation scenarios in TikTok, such as search suggestions, the video-related search bar, and comment entities. Our recommendation system supports personalized sorting for queries, optimizing the user experience and improving TikTok's search awareness.

Responsibilities

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

- Design and implement flexible, scalable, stable 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 date 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

- Applying 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 dynamic data reports as well

Qualifications

Minimum Qualifications

- Bachelor's degree or above, majoring in Computer Science, or related fields, with at least 1 year of experience

- 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.

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

- Effective communication skills and a sense of ownership and drive

- Experience of Peta Byte level data processing 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'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. Responsible for the design and development of distributed database Hbase-related components.

2. Responsible for the design and development of single-node LSM engine Rocksdb-related components.

Qualifications

What you should have:

- Bachelor's Degree or above, majoring in Computer Science, or related fields, with 2+ years of relevant development experience in the field with a strong programming ability, and proficiency in one of C/C++/Java;

- In-depth understanding of the architecture and principles of distributed systems;

- A willingness to tackle challenging problems without clear solutions, a strong enthusiasm for learning new technologies, and prior experience in managing large-scale data.

Preferred Qualifications:

- Embrace the use of open-source software, possess a track record of involvement in open-source projects, and demonstrate a keen enthusiasm for engaging with the latest and most advanced technologies.

- Exhibit knowledge in distributed consensus algorithms like Paxos/Raft.

- Show familiarity with distributed transaction models.

- Demonstrate proficiency in typical storage engines, including RocksDB, and have a deep understanding of the inner workings of Redis at the low-level code level.

- Display expertise in low-level aspects of operating systems, with a background in optimizing system performance for TCP/IP, I/O operations, and other critical component

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. 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.

Team Introduction

TikTok's Recommendation Architecture Team is responsible for real-time computing direction, handling the design and development of real-time computing systems for TikTok videos, live streams, e-commerce, and a billion-user product recommendation system. Their main focus is ensuring system stability and high availability. They abstract general real-time computing systems, build a unified recommendation feature middleware, and implement a flexible and scalable high-performance storage system and computing model. This enables advanced real-time data systems for deduplication, counting, feature services, and other recommendation-related business needs.

- Design and implement real-time (streaming computing) data systems for large-scale recommendation systems.

- Create flexible, scalable, stable, and high-performance storage systems and computing models.

- Troubleshoot production system failures, design and implement necessary mechanisms and tools to ensure overall stability of the production systems

- Construct industry-leading streaming computing frameworks and other distributed systems to provide reliable infrastructure for massive data and large-scale business systems

- 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

-Proficient in programming languages like Java, C++, Scala, Python.

- Strong coding and troubleshooting skills.

- At least 1 year of relevant experience

- Deep understanding of streaming computing systems, with formal production experience in developing TB-level Flink real-time computing systems. Proficient in modules like FlinkDataStream, FlinkSQL, FlinkCheckpoint, FlinkState, and preferably with experience in reading Flink source code.

- Experience in data lake development is preferred. Familiar with at least one data lake technology such as Hudi, Iceberg, DeltaLake, and preferably with experience in reading their source code.

- Willingness to tackle problems without clear answers, with a strong passion for learning new technologies.

- Experience in handling PB-level data is a plus.

- Familiarity with other big data systems is preferred, including YARN, K8S, Spark, SparkSQL, Kudu, and others.

- Experience in storage systems such as Hbase, Cassandra, RocksDB.

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.

Job Description:

• Collaborate with other developers and engineers to design, build, and maintain applications.
• Develop end-to-end specifications for solution components.
• Perform testing and implementation of the solution.
• Troubleshoot software issues and participate in impact analysis of encountered issues.
• Generate relevant documentations, reports etc.
• Contribute to continuous improvement of software development best practices.
• Keeping up-to-date with industry trends and technology developments.

Job Requirements:

• Degree in Computing/ Computer Science/ Computer Engineering/ Info Systems / EEE or equivalent
• Entry level candidates with good learning attitude and relevant experience can be considered.
• Familiar to full-stack development and understand concepts of software engineering.
• Knowledge of Agile Development methodology.
• Knowledge of basic coding languages such as C++, Javascript, HTML5 and Java
• Basic programming experience.
• Knowledge of databases (SQL / NoSQL).
• Comfortable using AngularJS, NodeJS, ReactJS and other common frameworks to develop software for various platform.
• Ability to learn new software and technologies quickly.
• Ability to follow instructions and work in a team environment.
• Good team player with critical thinking, analytical and creative problem-solving skills.
• Detail-oriented.
• Candidates with more professional/complexity of experience can be considered for the senior role

(EA Reg No: 20C0312)

Please email a copy of your detailed resume to [email protected] for immediate processing.

Only shortlisted candidates will be notified.

COMPANY DESCRIPTION

A leading general insurer with a local presence of over 100 years, MSIG Singapore offers an extensive range of insurance solutions for commercial and personal risk protection, enabling the security and safety of individuals and businesses. MSIG Singapore holds an A+/Stable financial rating by Standard & Poor's.

A testament to its growing strength and influence, MSIG Singapore has garnered numerous awards for delivering digitally innovative and customer-centric solutions. In 2023, 2022 and 2020, MSIG Singapore was awarded Insurance Asia Awards' Claims Initiative of the Year.

MSIG is a subsidiary of Mitsui Sumitomo Insurance Co., Ltd, and a member of the MS&AD Insurance Group one of the largest general insurance groups in the world with presence in 50 countries and regions globally, 18 of which are in Asia Pacific including all ASEAN markets as well as in Australia, New Zealand, China, Hong Kong, Taiwan, South Korea and India. Headquartered in Japan, MS&AD is amongst the top non-life insurance groups in the world based on gross revenue.

RESPONSIBILITIES

• Assist Senior Vice President, Technical Services to provide actuarial services and analysis to the underwriting, claims, business development, reinsurance and finance managers.
• Introduce best practice actuarial science to the business process including premium rating
• Actuarial monitoring report to monitor portfolio performance on accident year basis
• Technical pricing and rate reviews
• Predictive analytics to assist other departments with decision making
• Develop awareness and understanding of actuarial analysis
• Put in place actuarial best practice
• Guide junior team members and make presentations to senior members of Business Units
• Undertake any other duties as may be assigned.

• Preferably with Actuarial Science, Mathematics or Statistics degree and currently pursuing professional qualifications from the Casualty Actuarial Society/Institute of Actuaries/Institute of Actuaries of Australia
• Should ideally be one to two years from obtaining the professional qualification above

• Knowledge and experience in general insurance actuarial practice especially in areas of premium rating, portfolio monitoring, reserving, risk/financial/capital modelling
• Statistical knowledge
• Good understanding of data, actuarial software and programming languages including analytics and visualisation tools
• Preferably with experience in a consultancy firm or/and general insurance company
• Ideally a minimum of 2 years experience in a general insurance actuarial practice
• Business oriented, able to suggest practical recommendations

Key responsibilities:

You will be responsible for the end-to-end software development and support for all work related to projects, quarterly change requests, L3 production fixes. This includes software product implementation and administration, application design, development, implementation, testing and support. You will be expected to work on Kubernetes based platforms.

You will also be responsible for quality assurance of the team’s delivery in conformance with the Bank-defined software delivery methodology and tools. You will partner with other technology functions to help deliver required technology solutions.

Other responsibilities include:

- Create frameworks, technical features which helps in faster implementation of OpenShift Kubernetes based applications

- Carry out POCs involving new data technologies, new container platforms, sidecars, daemonsets

- Design and develop application frameworks for container integration

- Create technical documents such as solution design, program specifications for target solutions

- Perform design and development of applications which may not be limited to: Software Applications, Data Integration, User Interfaces, Automation

- Maintain and recommend software improvements to ensure a platform centric management of software applications

- Performance tuning

- Work with production support team members to conduct root cause analysis of issues, review new and existing code and/or perform unit testing

- Perform tasks as part of a cross functional development team using agile or other methodologies and utilising project management software

- Independently install, customise and integrate software packages, programs, product releases

Functional skillsets

Hands-on experience in implementing large scale data warehouse & analytics platforms in financial services industry with good functional knowledge of products & services offered in Retail bank / Wholesale / Global Markets covering some of the following analytics domains:

- Experience in deploying stateless, stateful workloads on OpenShift Kubernetes based platform

- Experience in developing microservices applications using node js, React, Java, RabbitMQ, Akka framework, Apache Consul, Apache Geode, Redis

- Experience in developing frameworks using Spark, Scala, Java, Python

- Experience in working with in-memory applications

- Strong knowledge of Operating Systems

- Experience in container deployment management using either Helm Package manager or Kustomize

- Experience in integrating container applications with an external security vault such as CyberArk Conjur, AAM

- Experience in deployment automation of container applications using Jenkins, Jfrog, Gradle, Bitbucket, Groovy

- Expertise in implementing appropriate security of data (SSL, Encryption)

- Expertise in Load balancing and replication, scheduling

- Good knowledge of Custom Resources, Docker, Taints & tolerances, Node affinity, ConfigMaps

- Experience in Shell scripting, Control-M

- Expertise in design of role based fine grained access control

- Supporting application failures, planning for resiliency, Back-up Recovery

Technical skillsets

- Platforms provided by IBM Cloud Pak for Data (CP4D)

- Kubernetes based platforms such as OpenShift, AWS, Azure, GCP

- Software defined storage (ODF)

- IBM Storage Fusion

- S3 compatible storage options (Dell ECS, HCP)

- Node js, React, Java, RabbitMQ, Akka framework, Apache Consul, Apache Geode, Redis

- Scala, Java, Python

- Helm Package manager, Kustomize

- Jenkins, Jfrog, Gradle, Bitbucket, Groovy

- Shell scripting, Docker

- Splunk, Prometheus, Geneous

At least, 2 to 3 technical certifications in any of the below technologies:

1. OpenShift

2. Kubernetes, Docker

3. Language SQL, Java, Python, Scalaa

4. Automation / scripting CtrlM, Shell Scripting, Groovy

Responsibilities:

Support the organisation's data centre services through monitoring and management for system, network and facilities
Perform computer operations including account and tape management
Incident management and act as escalation point to any facilities and system / network
Manage and administer the service desk operations
System alert monitoring and perform necessary escalation
Liaison with landlord / vendor with regards to utilities, building services / facilities and systems issues
Assist in planning and execution of disaster recovery activities
Ensure procedures, processes and service level are being followed for any service delivery and operations
Review of the data centre operations and report any gaps and issues
Maintain proper IT documentation and prepare monthly reporting

Interested candidate please click "APPLY" to begin your job search journey and submit your CV directly through the official PERSOLKELLY job application platform - GO Mobile.

We regret to inform that only shortlisted candidates will be notified.
By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOLKELLY Singapore Pte Ltd and its affiliates to collect, use and disclose your personal data for the purposes set out in the Privacy Policy available at https://www.persolkelly.com.sg/policies. You acknowledge that you have read, understood, and agree with the Privacy Policy.

PERSOLKELLY Singapore Pte Ltd
• RCB No. 200007268E • EA License No. 01C4394
• Reg. <R21100074> <Cheryl Thng Wei Lin>

Key Responsibilities

• Design and implement data management solutions, data models, and database architectures
• Develop and maintain a comprehensive data strategy aligned with business goals
• Collaborate with stakeholders to understand data requirements and translate them into technical specifications
• Architect and implement robust application analytics frameworks to track user behavior, performance metrics, and business KPIs
• Establish and enforce standards for scalable data pipelines, ensuring consistency, efficiency, and best practices in collecting, processing, and analyzing large volumes of application data
• Evaluate and adopt technologies and tools to enhance data architecture and performance
• Establish and enforce data governance policies, ensuring compliance with industry regulations and best practices
• Mentor data analysts and data engineers, fostering a culture of excellence and continuous improvement
• Monitor and optimize data performance, scalability, and reliability
• Stay current with emerging technologies and industry trends in data architecture

Requirements

• Bachelor’s or Master’s degree in Computer Science, Information Systems, or a related field.
• 8+ years of experience in data architecture, with at least 3 years in a lead role
• Strong knowledge of data modeling, ETL processes, and database design (relational and non-relational)
• Knowledge of data streaming technologies (e.g., Kafka, Flink)
• Expertise in big data technologies (e.g., Hadoop, Spark, Hive)
• Experience with cloud platforms (GCP & AWS) and their data services
• Familiarity with data visualization tools (preferably Power BI)
• Understanding of data privacy regulations (e.g., GDPR)
• Strong problem-solving abilities with a focus on attention to detail
• Strong communication and leadership abilities
• Relevant certifications such as AWS Certified Data Analytics, Google Professional Data Engineer, or equivalent are a plus

Responsibilities:

• Collect, clean, and analyse large datasets to uncover trends, patterns, and insights.
• Interpret data and develop reports, visualizations, and dashboards to present findings to stakeholders.
• Collaborate with cross-functional teams to understand business requirements and provide data-driven solutions.
• Identify opportunities for process improvements and data quality enhancements.
• Utilise statistical methods and predictive modeling to support decision-making and business strategies.
• Stay updated on industry best practices and emerging trends in data analysis and visualisation.

Note: Proceeding to apply on this job post means you have read, understand and agreed to WPH DATA PROTECTION NOTICE FOR JOB APPLICANTS in the link below.

https://www.wphdigital.com/notices

Responsibilities:

• Apply state of the art machine learning knowledge to the healthcare domain to identify solutions to healthcare problems.
• Work with large data sets, integrate diverse data sources, data types and data structures into the solution.
• Develop analytical approaches to meet business requirements; this involves translating requests into use cases, test cases, preparation of training data sets and iterative algorithm development.
• Collaborate with various stakeholders on the formulation and application of new modelling solutions for a variety of healthcare related problems.
• Engage in deep research and identify new predictive modelling techniques as appropriate for a specific solution.
• Present research results and recommendations.
• Performs exploratory data analysis to gauge the need for or appropriateness of advanced analytical methods.

Note: Proceeding to apply on this job post means you have read, understand and agreed to WPH DATA PROTECTION NOTICE FOR JOB APPLICANTS in the link below.

https://www.wphdigital.com/notices

1) Checking and audting of submitted documents

2) Folllowing up for outstanding documents

3) Preparation and final submission.

4) Monitoring Payment

5) Prcessing Payment

6) Disbursement of Fees

7) Attending to clients' queries