Senior Principal Machine Learning Engineer (Fulfilment)
Singapore, Singapore
SGD 182K-240K (estimate) Executive-level Full Time
Tasks
- Build latent world models and marketplace state representations
- Create policy evaluation frameworks
- Design and implement end to end reinforcement learning systems
- Design training strategies for language models
- Fine-tune large language models on domain data
- Implement monitoring systems for safe production deployment
- Integrate reinforcement learning and large language models into real time production environments
- Optimize pricing dispatching and supply repositioning policies
Perks/Benefits
- Birthday leave
- Confidential Assistance Programme
- FlexWork
- Medical insurance
- Parental leave
- Term life insurance
- Volunteering leave
Skills/Tech-stack
Decision Processes | DeepSpeed | Direct Preference Optimization | Distributed Training | Dynamic Models | FSDP | Fine Tuning | Generalized Reward Policy Optimization | Human Feedback | Latent Dynamic Models | Learning from Human Feedback | LoRA | Markov Decision Processes | Megatron-LM | Offline Reinforcement Learning | Online Learning | PEFT | Policy Optimization | Preference Based Alignment | Preference optimization | PyTorch | Python | QLoRA | RNN | Ray | Reinforcement Learning | Reinforcement Learning from Human Feedback | Representation Learning | Reward Design | Simulation optimization | Spark | State Space Models | State-Space | Stochastic Control | Supervised Fine Tuning | TensorFlow | Transformers | World Models
Education
Related jobs
-
Software Engineer, Content Safety Team SGD 150K-200KAlgorithms | Automation | C++ | Content processing | Content processing pipelinesSenior-level Full TimeSingapore1d ago
-
APIs | Agent Development | Agent Development Kit | Agent systems | Artificial IntelligenceMid-level Full TimeSingapore1d ago
-
Senior Software Engineer, Cloud Apps (Embedded) SGD 162K-220KARM | AWS IoT | AWS IoT Core | Asynchronous programming | Azure IoTSenior-level Full TimeSingapore, Central, Singapore1d ago
-
Data Scientist, AI Lab (Manager) SGD 70K-108KData Modeling | Data Visualization | Generative AI | Machine Learning | PythonFlexible benefits | Learning and professional development | Wellbeing supportMid-level Full TimeSGP-Head Office, Singapore1d ago
-
AI Robotics Engineer SGD 62K-67KC++ | Computer Vision | Motion Planning | Path Planning | PythonFamily-friendly benefits | Inclusive environmentEntry-level Full TimeSGP-Central Singapore-Singapore-KLA1d ago
-
Entry-level Full TimeSingapore-CapitaSky1d ago
-
Senior Data Engineer SGD 90K-125KAdvanced Analytics | Artificial Intelligence | Batch scripting | Data Visualization | Data WranglingSenior-level Full TimeSingapore - Singapore : SN011d ago
-
Senior QA Engineer - AI/ML SGD 153K-191KAPI Testing | Browser Developer Tools | CI/CD | Cypress | Developer toolsEquity | Learning stipends | Remote-first cultureSenior-level Full TimeSingapore R1d ago
-
Computer Vision | Computer vision models | Data Mining | Deep learning | Fraud DetectionEntry-level Full TimeSingapore, Singapore2d ago
-
3D Geometry | 3D Scene | 3D Scene Reconstruction | C++ | Computer VisionEmbedded Deployment Experience | Open Source contribution | Real World Robotics ProjectsSenior-level Full TimeSingapore2d ago
-
C++ | Control Theory | Data collection | Deep learning | Grasp PlanningCompetitive compensation | Equity | Open source contributionsMid-level Full TimeSingapore2d ago
-
C++ | Deep learning | Dynamic Obstacle Avoidance | Embedded Systems | Footstep planningCompetitive compensation | Equity | Open source collaborationSenior-level Full TimeSingapore2d ago
-
Angular | Bazel | C++ | Cloud Native | Cloud-native technologiesCustomer-facing role | International travelSenior-level Full TimeSingapore2d ago
-
A Star | Algorithms | Apollo | AutoWare | C++Birthday leave | FlexWork | Insurance benefits | Medical insurance | Parental leaveMid-level Full TimeSingapore, Singapore2d ago
-
AI Model Optimization | AI model | Algorithms | C++ | Data AnalysisDental insurance | Flexible working hours | Health insurance | Inclusive work environment | Paid time offSenior-level Full TimeSingapore, Singapore, Singapore2d ago
-
Mid-level Full TimeSingapore - Singapore - Block 33 …2d ago
-
Senior AI Sales Specialist SGD 162K-220KAI Governance | AWS | Artificial Intelligence | Compliance | Customer Relationship ManagementCareer growth | Flexibility | Inclusive culture | Mentorship | Work-life balanceSenior-level Full TimeSGP2d ago
-
Senior Analytics Engineer SGD 165K-221KAmazon Redshift | BigQuery | Cloud platform | DBT | Data BlendingSenior-level Full TimeSingapore - St James Power Station …2d ago
-
APIs | Azure Data | Azure Data Explorer | Azure Data Factory | Azure DevOpsOnsite workMid-level Full TimeSingapore, Singapore2d ago
-
CAN bus | Connector selection | Current Sense Amplifiers | DC converters | DC powerFast-paced team | Open source contributions | Ownership and impact | Robotics deploymentsSenior-level Full TimeSingapore3d ago
-
Amazon S3 | C plus plus | Cloud Native | Concurrency | Data ConsistencySenior-level Full TimeSingapore3d ago
-
Senior-level Full TimeSingapore3d ago
-
Machine Learning Engineer – Feed Recommendation SGD 150K-195KA/B | A/B Testing | B testing | CTR Prediction | CVR PredictionSenior-level Full TimeSingapore3d ago
-
Mid-level Full TimeSingapore3d ago
-
Sr. Forward Deployed Engineer SGD 160K-214KAnthropic | Apache Spark | Artificial Intelligence | Data Engineering | DatabricksSenior-level Full TimeSingapore3d ago