Lead Machine Learning Engineer
2 days ago
As a Lead MLOps Engineer, you will be a core member of our foundational infrastructure team. Your mission is to lead the development of critical pipelines and workflows that enable the entire team to rapidly train, validate, and deploy models. You will have hands-on ownership of essential components of our MLOps and simulation platform, directly impacting the team's development velocity and the reliability of our systems.You will report to a Head of Engineering and contribute directly to both technical and strategic leadership.The Day-to-Day Activities Own and operate the data pipelines responsible for ingesting, processing, and curating robotics datasets. Lead the design and implementation of our core MLOps workflows, including CI/CD for model training, data versioning, and large-scale validation.. Partner with modeling engineers to understand their requirements and build the tools and services that accelerate their research and development. You participate in code and design reviews to maintain our high development standards. You engage in service capacity and demand planning, performance analysis, tuning, and optimization. Collaborate cross-functionally with engineers, data scientist teams to translate business needs into data solutions, implementing and deploying these solutions at scale. Mentor other engineers through code reviews, design discussions, and knowledge sharing. What Essential Skills You Will Need You have: At least 5 years of extensive experience, in Robotics, Autonomous systems, Machine Learning, Statistics, Applied Mathematics, Computer Science, Economics, Operations Research, or a related fields. Deep understanding of machine learning, deep learning, data mining, algorithmic foundations of optimization. Knowledge of model compression, quantization, and techniques for optimizing inference latency and cost. Familiarity with GPU/TPU acceleration and distributed inference architectures Proficiency in deep learning frameworks (TensorFlow, PyTorch) and deployment tools (ONNX, tf-serving, TorchServe, Triton Inference Server) Hands-on experience building and managing CI/CD pipelines for machine learning (e.g., GitLab CI, Kubeflow, MLflow) Experience with model versioning, CI/CD for ML, containerization (e.g., Docker), and cloud-based deployment (AWS, GCP, Azure) Proficient in one or more of the following programming languages: Python
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Lead Machine Learning Engineer
2 weeks ago
Singapur, Singapore Thoughtworks Full timeLead Machine Learning Engineers at Thoughtworks use modern architectures to develop end-to-end scalable machine learning systems and applications. They use their specialized depth and breadth of knowledge to impact the achievement of client, project or service objectives and advocate for ways of working to promote and deliver excellence. They operate within...
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Lead Machine Learning Engineer
6 days ago
Singapur, Singapore Thoughtworks Inc. Full time# Lead Machine Learning EngineerSingapore, Singapore## Job responsibilities* Lead the design and implementation of advanced model optimization pipelines, including quantization, pruning, and distillation.Architect and tune inference runtimes and serving frameworks to achieve optimal performance across deployments.* Guide teams in implementing high-throughput...
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Lead Machine Learning Engineer
3 weeks ago
Singapur, Singapore PLT Engineering Full timeGet to know the Team The Fulfilment Tech family is one of the pillars that enable Grab to out-serve our consumers and partners in various businesses and marketplaces across Southeast Asia. We are developing high-throughput, real-time distributed systems that use sophisticated machine learning techniques to handle hundreds of millions of requests per day. Our...
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Machine Learning Engineer
4 weeks ago
Singapur, Singapore SGX Group Full timeOverview Machine Learning Engineer role at SGX Group . SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to...
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Machine Learning Engineer
4 weeks ago
Singapur, Singapore SGX Full timeJob Summary SGX is looking for a Machine Learning Engineer who is passionate about building scalable data/machine learning platforms and pioneering solutions. As a Machine Learning Engineer, you will play a crucial role in transforming how we run and deploy AI/ML models. Your work will directly impact our ability to build and deliver AI/ML use cases that...
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Lead Machine Learning Engineer
3 weeks ago
Singapur, Singapore Grab Full timeCompany Description About Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to...
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Lead Machine Learning Engineer
8 hours ago
Singapur, Singapore GeFi Full timeLead Machine Learning Engineer (FinTech / Quant AI) Company Description GeFi is the world’s first federated AI platform delivering institutional-grade solutions for investment analytics, risk management, and portfolio optimization. Our platform empowers banks, asset managers, insurers, and data providers to collaboratively train and deploy advanced AI...
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Lead Machine Learning Platform Engineer
4 weeks ago
Singapur, Singapore GrabTaxi Holdings Pte. Ltd. Full timeAbout Grab and Our Workplace Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to deliver the mission of...
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Machine Learning Engineer
2 weeks ago
Singapur, Singapore Tap Growth ai Full timeLocation: Singapore (WFO, 5 Days) Company: Confidential Payroll Company: IIT Matrix Duration: 1-year initial contract with high potential for long-term extensions Job Title: Machine Learning Engineer (NLP/Generative AI) We are looking for an innovative and production-focused engineer who thrives in a collaborative environment and is passionate about turning...
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Machine Learning Engineer
3 weeks ago
Singapur, Singapore STRAITDEER PTE. LTD. Full timeWe’re looking for a Machine Learning Engineer to join our dynamic AI/ML team. You’ll build and enhance the intelligent systems and models that power our products. You’ll work closely with data scientists, data engineers, and product teams to translate research prototypes into AI‑powered solutions that drive business value. Responsibilities Build ML...
