Machine Learning Engineer, National Job-Skills Data Office (SIPD)
Tasks
- Build data pipelines
- Collaborate with cross-functional teams
- Deploy machine learning models in production
- Design scalable machine learning systems
- Ensure data reliability and governance compliance
- Implement MLOps CI/CD pipelines
- Monitor model performance
- Optimize model accuracy and scalability
- Troubleshoot pipeline issues
Perks/Benefits
- N/A
Skills/Tech-stack
APIs | Automated retraining | Automated testing | CI/CD | Cloud Data | Cloud Data Platforms | Containerization | Data Pipelines | Data Warehousing | Data platforms | DevOps | Docker | Drift Detection | Kubernetes | MLOps | Machine Learning | Model Drift | Model Drift Detection | Model Monitoring | PyTorch | Python | SQL | Scikit-learn | TensorFlow | Version control
Education
N/A
Related jobs
-
Computer Vision | Content Moderation | Data Curation | Deep learning | Few-Shot LearningMid-level Full TimeSingapore, Singapore7h ago
-
Data Engineer - Big Data SGD 109K-140KAWS Glue | AWS Redshift | Amazon SageMaker | Apache Airflow | Apache SparkMentorship for internsMid-level Full TimeSingapore20h ago
-
AI Engineer, Manager - Technology Consulting SGD 153K-220KAWS | Azure | Batching | CI/CD | CUDACoaching | Continuous learning | Diverse and inclusive culture | Flexible working arrangements | Inclusive work cultureSenior-level Full TimeSG, 04858320h ago
-
Data Engineer SGD 70K-122KAWS Database | AWS Database Migration Service | AWS ECS | AWS Glue | AWS LambdaCertification support | Flexible work arrangement | Learning programmes | Life and health insurance | Outpatient medicalMid-level Full TimeSingapore, Singapore, Singapore20h ago
-
Entry-level Internship新加坡1d ago
-
Professional Services Engineer SGD 73K-140KAPI | Amazon Web Services | Apache Tomcat | Authentication | CI/CDMid-level Full TimeSingapore, SG1d ago
-
3D CAD | Additive Manufacturing | CNC | DFM | Element analysisFast-paced environment | Open source contributionsSenior-level Full TimeSingapore1d ago
-
Data Science and AI Engineer, SEAA SGD 150K-214KA/B | A/B Testing | AI Foundry | AWS SageMaker | Azure AISenior-level Full TimeSINGAPORE OFFICE, Singapore1d ago
-
Senior/Staff, Data Scientist SGD 120K-168KClassification | Computer Vision | Deep learning | Feature detection | Image ProcessingContinuous learning | Rotational on-call supportSenior-level Full TimeFab 10A, Singapore1d ago
-
AWS | Agile | Azure | CSS | Cloud platformSenior-level Full TimeLTA HSO B6 02, Singapore1d ago
-
APIs | C++ | Cloud Platforms | Deep learning | JavaCareer developmentSenior-level Full TimeSingapore, 05, SG, 6371311d ago
-
Acceptance Testing | Browser testing | Case design | Chatbot testing | Cross-Browser TestingContract employmentSenior-level Contract Full TimeHealth Promotion Board, Singapore1d ago
-
Bash | Data Processing | Dataset Engineering | Docker | GCPAsynchronous culture | Competitive compensation | Friendly work environmentMid-level Full TimeSingapore, Singapore2d ago
-
Senior-level Full TimeSingapore, Singapore, Singapore2d ago
-
3D Geometry | 3D Scene | 3D Scene Reconstruction | C++ | Computer VisionSenior-level Full TimeSingapore2d ago
-
C++ | Contact Rich Control | Control Theory | Data collection | Grasp PlanningCompetitive compensation | Equity | Open source contributionsMid-level Full TimeSingapore2d ago
-
Body Dynamics | Curriculum learning | Isaac-Gym | JAX | Model-Predictive ControlOpen source contributions | Working on physical robotsMid-level Full TimeSingapore2d ago
-
C++ | Dynamic Obstacle Avoidance | Embedded Systems | Footstep planning | LocalizationCompetitive compensation | EquitySenior-level Full TimeSingapore2d ago
-
M06 - Data Engineer SGD 74K-74KAPI Development | AWS Lambda | Amazon Web Services | Azure Data | Azure Data FactorySenior-level Full TimeSingapore2d ago
-
Robotics Researcher, Perception & Vision SGD 100K-214K3D Geometry | 3D Scene | 3D Scene Reconstruction | C++ | Computer VisionCompetitive compensation | Equity | Open source collaborationSenior-level Full TimeSingapore, Singapore, Singapore2d ago
-
Robotics Researcher, Navigation SGD 120K-135KC++ | Dynamic Obstacle Avoidance | Embedded Systems | Footstep planning | Global planningCompetitive compensation | Equity | Open source contributions | Work on Real RobotsSenior-level Full TimeSingapore, Singapore, Singapore2d ago
-
Senior Field Specialist Engineer - Storage SGD 195K-225KCloud Computing | Distributed Systems | File System | File system protocols | HPC401k match | Childcare support | Disability insurance | Employee stock purchase program | Family forming supportSenior-level Full TimeSingapore3d ago
-
AIX | Access Controls | Actifio | Bash | Control-MCommunity initiatives | Flexible benefits | Learning opportunities | Professional development | Wellbeing supportExecutive-level Full TimeSGP-Head Office, Singapore3d ago
-
Entry-level Full Time InternshipSingapore-CapitaSky3d ago
-
Audio signal processing | Machine Learning | Python | Signal Processing | Speech ProcessingEntry-level Full Time InternshipSingapore-CapitaSky3d ago