Machine Learning Ops Lead - VP
SGP-Head Office, Singapore
SGD 165K-191K (estimate) Senior-level Full Time
Tasks
- Architect and manage AWS services for model training and inference
- Automate model versioning and artifact storage with MLflow or SageMaker model registry
- Containerize ML workloads and orchestrate on Kubernetes
- Design build and maintain end to end MLOps and LLMOps pipelines
- Develop standards best practices and runbooks
- Ensure security compliance and governance for ML pipelines
- Implement CI CD workflows for automated testing and release
- Lead technical roadmaps and architecture decisions
- Package models into production ready services
- Set up monitoring and alerting for model and infrastructure health
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | AWS Lambda | AWS SageMaker | Amazon CloudWatch | Amazon ECR | Amazon ECS | Amazon S3 | Bitbucket | CI/CD | CloudFormation | Docker | GRPC | Grafana | IAM | Jenkins | Kubernetes | MLflow | Prometheus | Python | REST API | Ray | SGLang | Terraform | VLLM
Education
Associate Degree | Bachelor of Engineering | Bachelor of Science | Master of Science
Related jobs
-
APIs | Azure | Azure Data | Azure Data Explorer | Azure Data FactoryOnsite workMid-level Full TimeSingapore, Singapore8h ago
-
.NET | AKS | Azure DevOps | Azure Functions | Azure OpenAIMid-level Full TimeSingapore, Singapore8h ago
-
Software Engineer, Content Safety SGD 60K-120KAgentic Workflows | C plus plus | Computer Vision | Content Safety | Data ProcessingMid-level Full TimeSingapore10h ago
-
Algorithms | Benchmarking | Data Engineering | Data Structures | High dimensional indexingMid-level Full TimeNTU Main Campus, Singapore21h ago
-
Power ML Engineer SGD 162K-214KAgile | Backtesting | Data Normalization | Database Design | Deep learningSenior-level Full TimeSingapore1d ago
-
Artificial Intelligence | Container Orchestration | Distributed Computing | High Performance | High-Performance ComputingMid-level Full TimeSingapore1d ago
-
3D Geometry | 3D Scene | 3D Scene Reconstruction | C++ | Computer VisionCompetitive compensation | Equity | Open source contributions | Real-world robotics experienceSenior-level Full TimeSingapore1d ago
-
Body Dynamics | Isaac-Gym | JAX | Model-Predictive Control | MujocoMid-level Full TimeSingapore1d ago
-
Autonomy | C++ | Contact Rich Control | Control Theory | Data collectionEquityMid-level Full TimeSingapore1d ago
-
C++ | Deep learning | Dynamic Obstacle Avoidance | Embedded Systems | Footstep planningCompetitive compensation | Equity | Open source contributionsSenior-level Full TimeSingapore1d ago
-
Senior-level Full TimeSingapore1d ago
-
Amazon S3 | Cloud Native | Cloud Native Architecture | Concurrency | Data ConsistencySenior-level Full TimeSingapore1d ago
-
M03 - Data Scientist (AI) SGD 60K-60KAPI Development | AWS | Azure | Bias detection | Cloud platformMid-level Full TimeSingapore1d ago
-
APIs | Agent systems | Cloud platform | CrewAI | Data PipelinesSenior-level Full TimeSingapore1d ago
-
Professional Services Engineer SGD 72K-123KAPI | Amazon Web Services | Apache Tomcat | Authentication | CI/CDMid-level Full TimeSingapore, SG1d ago
-
Analyst - Data Science SGD 120K-170KBigQuery | C++ | Deep learning | Generative AI | JavaCareer growth opportunities | Holistic well-being support | Learning opportunitiesMid-level Full TimeSingapore, Singapore1d ago
-
Senior AI Engineer (Voice Agents) SGD 160K-195KA/B | A/B Testing | AI Agents | AWS | Automatic Speech RecognitionSenior-level Full TimeSingapore1d ago
-
AI Researcher SGD 165K-191KA/B | A/B Testing | Amazon Redshift | B testing | CI/CDEmployee benefits | Flexible culture | Remote work flexibilitySenior-level Full TimeSingapore1d ago
-
Entry-level Full TimeSingapore - Singapore - Block 33 …1d ago
-
Lead Portfolio Insights Analytics SGD 102K-130KData Architecture | Data Engineering | Data Governance | Data Modeling | Data OptimizationSenior-level Full TimeSGP-CORP Singapore-PLQ1d ago
-
Azure Data engineer SGD 91K-119KAzure Data | Azure Data Factory | Azure Purview | Cloud Data | Cloud Data PlatformsMid-level Full TimeSingapore2d ago
-
Senior Software Engineer, Perception (Robotics) SGD 120K-135K3D Perception | C++ | Calibration | Cause analysis | CeresBirthday leave | Employee assistance programme | FlexWork | GrabFlex Benefits Package | Medical insuranceSenior-level Full TimeSingapore, Singapore2d ago
-
Lead AI Engineer SGD 112K-148KAgentic Frameworks | CI/CD | Cloud Platforms | Containers | Fine TuningCareer growth support | Inclusive culture | Interactive development programs | Learning and developmentSenior-level Full TimeSingapore, Singapore2d ago
-
Intern, Machine Learning Ops SGD 36K-36KC++ | Cyber Security | Keras | MLOps | Machine LearningLearning opportunitiesEntry-level Full Time InternshipSG Ensign Kallang Place, L9 (Right …2d ago
-
Mid-level Full TimeSLA-REVENUE HOUSE LEVEL 14, Singapore2d ago