Lead Machine Learning Engineer
15 hours 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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Machine Learning Engineering Lead
1 week ago
Singapore NEWBRIDGE ALLIANCE PTE. LTD. Full timeOur Client is a leading Adtech company specializing in digital products. With a strong focus on innovation and cutting-edge technology, we are committed to revolutionizing the advertising industry and providing unparalleled solutions to our clients. **Role Overview: As a Machine Learning Engineer with our client, you will play a pivotal role in developing...
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Machine Learning Lead
4 hours ago
Singapore MINDEN INTERNATIONAL PTE. LTD. Full time**Who we are**: minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners BreadTalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, FoodPanda, GoJek and Great Eastern. We are on a mission to redefine the engagement between brands and consumers in Southeast Asia. **The way we...
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Machine Learning Lead
1 week ago
Singapore minden.ai Full time**Who we are**: minden.ai is a technology venture founded by Temasek in strategic partnership with DFI Retail Group and coalition partners Breadtalk Group, DBS Bank, PAssion Card, Mandai Wildlife Group, Singtel, Great Eastern, FoodPanda and GoJek. We are on a mission to redefine how brands engage with their customers through the power of machine learning and...
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Lead Machine Learning Engineer
6 days ago
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
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
2 weeks ago
Singapore TikTok Pte. Ltd. Full time $100,000 - $250,000 per yearResponsibilities TikTok Core Feed Recommendation team sits in the center of TikTok, designs, implements and improves the core recommendation algorithm that powers the "for you" feed, "following" feed, etc. of the TikTok app. The recommendation system we built connects hundreds of millions of users with relevant content out of billions of videos in...
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Lead Machine Learning Engineer
2 weeks ago
Singapore TikTok Pte. Ltd. Full time $104,000 - $130,878 per yearResponsibilitiesTikTok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for TikTok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and...
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Lead Machine Learning Engineer
4 days ago
Singapore NodeFlair Full time**Job Summary**: **Salary** S$12,000 - S$17,000 / Monthly **Job Type** **Seniority** Lead **Years of Experience** At least 3 years **Tech Stacks** Strategy C++ Go Combine Java C Python Rakuten is a global internet and e-commerce company, with over 1.3 billion registered users worldwide. Our e-commerce platform is the largest of its kind in Japan and...
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Lead Machine Learning Engineer
4 days ago
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
15 hours ago
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...