Principal Machine Learning Engineer
Tasks
- Architect scalable model inference systems
- Build end-to-end ML pipelines
- Deploy ML systems with GPU optimization and scaling policies
- Design data systems for synthetic and real world training data
- Fine tune and adapt transformer models
- Implement evaluation for performance robustness safety and bias
- Integrate ML systems into backend mobile and desktop products
- Train, evaluate, and deploy ML models
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Arrow | Apache Spark | DPO | Deep learning | DeepSpeed | Diffusion Models | Distributed Training | FSDP | FasterTransformer | GPU Optimization | JAX | Knowledge Distillation | LoRA | Machine Learning | Megatron | Mixed Precision | Multimodal Learning | ORPO | PPO | PyTorch | QLoRA | Quantization | RLHF | Ray | SFT | TensorRT-LLM | Transformer | VLLM | Zero
Education
N/A
Related jobs
-
VP of Research, Machine Learning SGD 120K-270KAgent systems | GPU | JAX | Knowledge Distillation | Machine LearningExecutive-level Full TimeSingapore R2d ago
-
Technical Lead, Machine Learning SGD 160K-225KBatch inference | Bias Evaluation | DPO | Data Pipelines | Fine TuningSenior-level Full TimeSingapore R2d ago
-
Staff Machine Learning Engineer SGD 150K-220KBias Evaluation | DPO | Data Pipelines | Evaluation | GPU OptimizationSenior-level Full TimeSingapore R2d ago
-
Canva | Computer Vision | Data extraction | FastAPI | FigmaFormal training | Hybrid work | Mentorship | Professional development opportunities | Remote flexibilityEntry-level Full Time InternshipSingapore - Marina View R3d ago
-
Machine Learning Platform Engineer SGD 139K-180KAWS | Azure | CI/CD | Dask | Distributed SystemsHealth and wellbeing resources | Paid volunteer daysMid-level Full TimeSydney - Australia - Sydney, 2000 … R3d ago
-
Tech Lead — ASR / TTS / Speech LLM (IC + Mentor) SGD 60K-130KAGC | Active Learning | Activity Detection | Automatic Speech Recognition | CTCHIPAA compliant environment | Healthcare domain impact | Mentorship | SOC 2 aligned operationsSenior-level Full TimeSingapore R4d ago
-
Alerting | Benchmarking | Cloud infrastructure | Data Pipelines | Distributed SystemsMid-level Full TimeSingapore R6d ago
-
LLM Application Engineer SGD 120K-170KAPI Integration | Agentic Workflows | Backend Development | Distributed Systems | Evaluation FrameworksMid-level Full TimeSingapore R6d ago
-
Senior AI Engineer SGD 165K-225KAWS | CI/CD | CloudWatch | Docker | EC2Career growth | Flexible working environment | Market leader total rewards | Remote-friendly cultureSenior-level Full TimeSingapore R6d ago
-
Forward Deployed Engineer SGD 149K-214K100GbE | C++ | Distributed Systems | Docker | File systemsOn site customer collaboration | Travel opportunitiesSenior-level Full Timesingapore, SG R8d ago
-
Anomaly Detection | CI/CD | Data Ingestion | Data Transformation | Data WarehousingAgile team environment | In-office four days per week | Professional growth | Work from home flexibilityEntry-level Full TimeSingapore, SG R11d ago
-
AI Solution Specialist SGD 95KAPI Design | AWS | Anthropic | Azure | Data PreprocessingHybrid work schedule | Inclusive work culture | Professional development opportunities | Supportive leadersMid-level Full TimeSingapore - Marina View R11d ago
-
AI/ML Senior Consultant SGD 165K-220KAgent systems | Agentic AI | Authentication | Authorization | AutogenSenior-level Full TimeSingapore R11d ago
-
Mid-level Full TimeSingapore R11d ago
-
AI/ML Engineer SGD 162K-225KAir gapped networking | Air-gapped | C plus plus | C# | CI/CDHands-on state-of-the-art technologies | Open-source ecosystem impact | Technical career trackMid-level Full TimeSingapore R11d ago
-
Senior-level Full TimeSingapore R11d ago
-
AI/ML Customer Engineer SGD 175K-225KAgentic Workflows | Air-gapped | Air-gapped networks | C# | C++Access to emerging hardware technologies | Open Source contribution | Remote work flexibility | Technical career growthSenior-level Full TimeSingapore R12d ago
-
Principal Forward Deployed Engineer - AI PlatformPrincipal Forward Deployed Engineer - AI Platform/Kubernetes/Pytorch SGD 165K-214KAgentOps | Agentic AI | Autoscaling | C# | C++Senior-level Full TimeSingapore R16d ago
-
Senior Principal Chief Architect -Enterprise Platform/Distributed AI Infrastructure & Kubernetes/PyTorch SGD 165K-225KAccess Management | Automated testing | Benchmarking | C++ | CI/CDSenior-level Full TimeSingapore R16d ago
-
Machine Learning Engineer I SGD 150K-205KA/B | A/B Testing | AWS | B testing | Data WranglingCross-functional collaboration | On-call rotation | Technical documentationSenior-level Full TimeRemote - Singapore R21d ago
-
AI Backend Engineer (Agent Systems) SGD 60K-120KAnthropic | Docker | Kubernetes | Language Models | Large Language ModelsMid-level Full TimeSingapore - Remote R21d ago
-
Full Stack Engineer (AI Systems) SGD 60K-120KAnthropic | Docker | JavaScript | Kubernetes | Language ModelsMid-level Full TimeSingapore - Remote R21d ago
-
Senior Machine Learning Engineer SGD 160K-220KData Preparation | Deployment | GPU Computing | Inference | JAXSenior-level Full TimeSingapore - Remote R21d ago
-
Technical Lead (Machine Learning) SGD 150K-214KCost Optimization | Data Pipelines | Direct Preference Optimization | Fine Tuning | GPU OptimizationSenior-level Full TimeSingapore - Remote R21d ago
-
Principal Machine Learning Engineer SGD 160K-220KDeep learning | DeepSpeed | Direct Preference Optimization | Evaluation Frameworks | FSDPSenior-level Full TimeSingapore - Remote R21d ago