Senior Machine Learning Engineer (Simulation)
Singapore, Singapore
SGD 112K-148K (estimate) Senior-level Full Time
Tasks
- Architect simulation platform
- Build digital twin of marketplace
- Build simulation SDKs
- Conduct software performance analysis
- Design simulation flow for policy designs
- Develop optimization and control models
- Develop reinforcement learning models
- Integrate feedback loops for policy search
- Participate in code and design reviews
- Perform capacity and demand planning
- Perform costing tuning and optimization
- Run hundreds of thousands of simulations per day
Perks/Benefits
- Birthday leave
- Flexible work arrangements
- Medical insurance
- Parental leave
- Term life insurance
- Volunteering leave
Skills/Tech-stack
Apache Spark | Blocking I/O | Cats Effect | Concurrent programming | Control Theory | Data Processing | Distributed data | Distributed data processing | Golang | I/O | Machine Learning | Microservices | Model Deployment | Model Monitoring | Non-blocking I/O | Optimization | PyTorch | Python | Ray | Reinforcement Learning | Scala | TensorFlow
Education
N/A
Related jobs
-
Mid-level Full TimeSingapore2d ago
-
APIs | Azure | Azure Data | Azure Data Explorer | Azure Data FactoryOnsite workMid-level Full TimeSingapore, Singapore2d ago
-
Staff Data Platform Engineer, Knowledge Platform SGD 132K-156KApache Airflow | Apache Kafka | Apache Spark | BigQuery | Cloud StorageCreative freedom | Equity | Fully stocked kitchen | Open office space | Team building eventsSenior-level Full TimeSG - Singapore2d ago
-
Software Engineer, Content Safety SGD 60K-120KAgentic Workflows | C plus plus | Computer Vision | Content Safety | Data ProcessingMid-level Full TimeSingapore2d ago
-
Algorithms | Benchmarking | Data Engineering | Data Structures | High dimensional indexingMid-level Full TimeNTU Main Campus, Singapore2d ago
-
Machine Learning Ops Lead - VP SGD 165K-191KAWS | AWS Lambda | AWS SageMaker | Amazon CloudWatch | Amazon ECRSenior-level Full TimeSGP-Head Office, Singapore2d ago
-
AWS | Agile methodology | Artificial Intelligence | Best practices | CI/CDSenior-level Full TimeLTA ITSC L4, Singapore2d ago
-
Lead Data Scientist SGD 120K-135KActor-critic | C++ | Experiment tracking | GRPC | Hyperparameter TuningGlobal team collaboration | Occasional travel for conferences and collaborationsSenior-level Full TimeSingapore2d ago
-
Power ML Engineer SGD 162K-214KAgile | Backtesting | Data Normalization | Database Design | Deep learningSenior-level Full TimeSingapore3d ago
-
M03 - Data Scientist (AI) SGD 60K-60KAPI Development | AWS | Azure | Bias detection | Cloud platformMid-level Full TimeSingapore3d ago
-
Analyst - Data Science SGD 120K-170KBigQuery | C++ | Deep learning | Generative AI | JavaCareer growth opportunities | Holistic well-being support | Learning opportunitiesMid-level Full TimeSingapore, Singapore3d ago
-
Senior AI Engineer (Voice Agents) SGD 160K-195KA/B | A/B Testing | AI Agents | AWS | Automatic Speech RecognitionSenior-level Full TimeSingapore3d ago
-
AI Researcher SGD 165K-191KA/B | A/B Testing | Amazon Redshift | B testing | CI/CDEmployee benefits | Flexible culture | Remote work flexibilitySenior-level Full TimeSingapore3d ago
-
Entry-level Full TimeSingapore - Singapore - Block 33 …3d ago
-
Lead Portfolio Insights Analytics SGD 102K-130KData Architecture | Data Engineering | Data Governance | Data Modeling | Data OptimizationSenior-level Full TimeSGP-CORP Singapore-PLQ3d ago
-
Azure Data engineer SGD 91K-119KAzure Data | Azure Data Factory | Azure Purview | Cloud Data | Cloud Data PlatformsMid-level Full TimeSingapore4d 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, Singapore4d 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, Singapore4d ago
-
Intern, Machine Learning Ops SGD 36K-36KC++ | Cyber Security | Keras | MLOps | Machine LearningLearning opportunitiesEntry-level Full Time InternshipSG Ensign Kallang Place, L9 (Right …4d ago
-
Mid-level Full TimeSLA-REVENUE HOUSE LEVEL 14, Singapore4d ago
-
Mid-level Full TimeCrimson House Singapore4d ago
-
ArcGIS | Big Data | Data Visualization | Data analytics | GISExecutive-level Full TimeLTA BCO B5 L3, Singapore4d ago
-
Staff, Machine Learning Engineer - Coupang Play SGD 140K-185KA/B | A/B Testing | AWS | Ad Personalization | B testingSenior-level Full TimeSingapore, Singapore5d ago
-
Staff, Machine Learning Engineer - Coupang Play SGD 140K-160KA/B | A/B Testing | AWS | B testing | Deep learningSenior-level Full TimeSingapore, Singapore5d ago
-
Security Engineer, Enterprise Data Protection SGD 65K-100KAI Classification | AI-based systems | Access Management | Computer Network Security | Computer networkMid-level Full TimeSingapore5d ago