Staff Machine Learning Engineer
200000 - 300000 SGDFull-time
COUPANG ASIA HOLDINGS PTE. LTD.
Job Description
At Coupang, we invest in providing the best product experience for our customers. The AI and Knowledge Engineering team’s mission is to provide the best possible technical solution to achieve the optimal experience for our customers. We innovate and advance the space of Knowledge Graphs, AI agents, LLMs, AIGC, ML, NLP, CV and multi-modal models. We are looking for engineers who want to work on cutting edge technology, that is the intersection of Semantic knowledge bases, AI agents, NLP, LLM, AIGC, ML and software engineering. Come join us to help create a world class team advancing the AI/NLP/AIGC/ML/LLM/RL/Knowledge Graph technologies.
Responsibilities:
- Work on GenAI, AI agents' systems to solve complex eCommerce scenarios.
- Develop large language and vision understanding/generation models for predictive and compound AI Models
- Train foundational models that can help with building learning systems.
- Define process and experiments for an E2E foundation model.
- Build E2E AI pipelines for storing/servicing foundational models.
- Mentor and guide team members on frameworks, methodologies related to data lakes, data normalization, dimension reduction, visualization, statistical models.
- Ensure Model training is security, compliance aware.
- Collaborate with cross-team members to understand the requirements ensuring the foundational models; knowledge captured aligns with the company’s overall AI strategy.
Basic Qualifications:
- 5+ years of demonstrated data science, experience in building large scale foundational models for eCommerce scenarios.
- Expertise in large language model post-training and deployment.
- Deep understanding of AI/LLM/AIGC/ML architecture.
- Strong statistical/mathematical background in defining metrics, learning functions, and result analysis.
- Significant experience in SQL, Python, PySpark, Scala and R
- Proficiency in PyTorch/TensorFlow, Spark, BigQuery
- Proficiency in AI coding Cursor/Windsurf/Claude Code/Codex.
- Experience creating complex data visualization tools, frameworks, and techniques.
- Experience in dimension reduction in big data.
- Proficient in cloud analytical stacks [ Lakes, warehouse, ETL pipelines]
- Experience with inference platforms in AWS, Azure, and other open-source platforms.
- Are result-oriented, with a bias towards customer obsession, flexibility, and impact.
- Strong written and verbal communication and teamwork skills
- Passion for Large language models, NLP, and Machine Learning at scale
- Education: B.S, M.S in Computer science or Mathematics, or related field
Vacancy posted 7 days ago
Similar jobs that could be interesting for youBased on the Staff Machine Learning Engineer in Singapore vacancy
9000 - 15000 SGD
...Description: Lead applied research and strategic definition of machine learning algorithms, quantization methodologies, and toolchain... ...Bachelor's or Master's degree in Computer Science, Electrical Engineering, Computer Engineering, or related technical field; PhD preferred...- ...greener and smarter mobility worldwide, connecting cities as we reduce carbon and replace cars. Could you be the full-time Machine Learning Engineer in Singapore we’re looking for? Your future role Take on a new challenge and apply your data science and AI...
12000 - 23000 SGD
...Place to Work for the last four years (2021-2024). Check out the rest of our awards HERE. 【The Role】 We are looking for a Machine Learning Engineer with strong experience in large-scale recommendation systems to help build the next-generation social media platform. You...- ...experiencing rapid growth in the region with new store openings and business channels (i.e., Click and collect and marketplace). Machine Learning Engineer We are looking for a passionate and highly skilled Machine Learning Engineer to join our team and shape the future of...
5000 - 8000 SGD
...Role Description As a Machine Learning Engineer specializing in Large Language Models (LLMs) at Medicoder, you will operate at the intersection of state-of-the-art AI engineering and critical, real-world clinical deployment. You will own the end-to-end lifecycle of LLMs...3000 - 5500 SGD
...The Role: We are looking for machine vision engineer that has a strong interest on working with machine learning. This position is newly created role to introduce and implement machine vision to enhance the performance and reliability of new and/or existing automation solutions...5700 - 6700 SGD
...datasets. Translate business problems into analytical and machine learning solutions. Design, develop, train, and optimise machine learning... ...applications through APIs. Collaborate with software engineering and DevOps teams to build scalable, production-ready AI...5500 - 6500 SGD
...We are seeking an experienced Senior Data Scientist / Machine Learning Engineer to join our dynamic team. As a Senior Data Scientist / Machine Learning Engineer, you will play a key role in analyzing and presenting data, developing and implementing machine learning models...10000 SGD
...designed to handle everyday tasks — communication, scheduling, organizing, follow-ups — with little to no user input required. The core engineering challenge is reliability: getting AI systems to execute multi-step, long-running workflows consistently, even when the underlying...7000 - 12000 SGD
Job Description & Requirements Position Summary Responsible for managing MLOps workflows, tools, and production support processes for ML solutions. Ensure day-to-day stability, reliability, and performance of ML models and pipelines. Manage model lifecycle controls...5000 - 8000 SGD
...As a Machine Learning Engineer, you will build core ML components. You will work on real production systems from day one, learning how large-scale ML behaves outside of research settings. This role is for engineers who want to develop strong systems judgment by shipping...8000 - 30000 SGD
...the Role: Cantina is expanding, and we're looking for an ML Engineer to join our growing Singapore team! In this role, you will... ...building or scaling large-scale data systems and pipelines for machine learning, including dataset curation, filtering, and quality improvement...6500 - 8000 SGD
...Job Summary Role: Machine Learning Engineer Start: ASAP Duration: 12 Months Location: Singapore We are seeking an experienced Machine Learning Engineer with 10+ years of overall experience and at least 6 years of relevant experience in Machine Learning Engineering...6000 - 12000 SGD
...We are seeking an experienced Machine Learning Engineer to join a global technology-driven organization, contributing to the delivery of advanced AI and ML solutions. This role will focus on building scalable systems and innovative applications that enhance digital experiencesacross...- ...Overview We are seeking an experienced AI/ML Engineer to lead the design, development, and scaling of advanced AI/ML solutions across... .... This high-impact role combines deep expertise in classical machine learning with cutting-edge Generative AI capabilities to deliver...
4500 - 8000 SGD
...POSITION Functional / Technical • Develop, deploy, and optimize machine learning and AI solutions that address complex business challenges. •... ...improve upon them • Collaborate with platform teams, data engineers, data scientists, and other stakeholders to integrate machine...9000 - 11000 SGD
...Technology department. Job Description Develop and deploy machine learning models to support key financial services initiatives.... ...The Successful Applicant A successful Machine Learning Engineer should have: A strong educational background in computer science...7000 - 11000 SGD
...We’re partnering with a fast-growing AI technology company to hire exceptional Machine Learning Engineers across Senior, Staff, Principal and Technical Lead levels. This is an exciting opportunity to build the next generation of AI assistants that go beyond traditional...- ...We are building an AI-driven simulation software stack for engineering and manufacturing across advanced industries. By enabling high... ..., and Automotive. Who We're Looking For As a Principal Machine Learning Engineer in Delivery, you are an experienced problem solver and...
11250 - 22500 SGD
...innovation of cutting-edge AI algorithms such as reinforcement learning and large models, combined with operations research optimization... ...in mathematics, statistics, computer science, industrial engineering, supply chain and logistics, operations research, or other related...6500 - 11500 SGD
...opportunity to work with world-class ML engineers and research scientists whose mission is... ...The Behaviors team develops ML models that learn how different agents navigate complex real... ...We’re Looking For: Masters or PhD in Machine Learning, Computer Science, Applied Mathematics...11250 - 22500 SGD
...growing global e-commerce business. We use state-of-the-art large-scale machine learning technology, the cutting-edge NLP, CV and multi-modal technology to build the industry's top-class search engine to provide the best e-commerce search experience, for more than 1 billion...6000 - 9000 SGD
...company's core mission is to democratize advanced automation by engineering modular, out-of-the-box hardware and software suites that... ...Model Development: Design, optimize, and evaluate sophisticated machine learning models tailored for robotic mobility and dexterity,...- Key Responsibilites Design, implement, and manage MLOps workflows and tools for ML & GenAI solutions. Ensure stability, reliability, and performance of ML models and pipelines. Oversee model lifecycle operations : registry, versioning, deployment tracking, ...
3000 - 4000 SGD
...Responsibilities Develop, validate, and deploy Machine Learning, Deep Learning, and Generative AI models for production environments... ...Requirements Bachelors degree in Computer Science, Data Science, Engineering, or related discipline Internship or academic project...11250 - 22500 SGD
...company. Every challenge is an opportunity to learn and innovate as one team. We're resilient... ...for building and owning TikTok's search engine which provides our users the best search... ...information retrieval technology with modern machine learning methods from related fields such...12000 - 15000 SGD
...Provide hands-on technical guidance and drive daily execution for an agile, talented team of machine learning specialists. Scalable Architecture: Partner closely with engineers to design, optimize, and scale production-grade ML models and pipelines on the public cloud....7000 - 11000 SGD
Job Summary Responsible for managing MLOps workflows, tools, and production support processes to ensure the stability, reliability, and performance of ML models and pipelines throughout their lifecycle. Responsibilities Design, implement, and manage MLOps workflows...11250 - 22500 SGD
...e-commerce recommendation models at massive scales, using deep learning/transfer learning/multi-task learning techniques. - Data mining... ...algorithms - Support the production of scalable and optimised AI/machine learning (ML) models - Focus on building algorithms for the...11250 - 22500 SGD
...Search Team is responsible for building and owning our search engine which provides our users the best search experience. In our Search... ...and combine information retrieval technology with modern machine learning methods from related fields such as NLP, Computer Vision, Multimodal...
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Staff Machine Learning Engineer. Be the first to apply!
