Machine Learning Platform Engineer
Tasks
- Build ML infrastructure platforms
- Build reproducible data pipelines and workflow orchestration
- Create model evaluation benchmarking and regression detection
- Design model training evaluation deployment systems
- Develop model serving inference infrastructure
- Enable faster experimentation for AI teams
- Implement production observability monitoring tracing alerting
- Improve AI reliability scalability latency throughput cost
- Optimize distributed systems performance and bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Benchmarking | Cloud infrastructure | Data Pipelines | Distributed Systems | Evaluation | GPU Computing | JAX | LLM | Machine Learning | Model Deployment | Model Inference | Monitoring | Observability | PyTorch | Python | Retrieval | TensorRT | Tracing | Vector Databases | Workflow Orchestration
Education
N/A
Related jobs
-
LLM Application Engineer SGD 120K-170KAPI Integration | Agentic Workflows | Backend Development | Distributed Systems | Evaluation FrameworksMid-level Full TimeSingapore R6h ago
-
C++ | Contact Rich Control | Control Theory | Data collection | DebuggingCompetitive compensation | Equity | Open source contributions | Research focused cultureMid-level Full TimeSingapore R2d ago
-
Forward Deployed Engineer SGD 149K-214K100GbE | C++ | Distributed Systems | Docker | File systemsOn site customer collaboration | Travel opportunitiesSenior-level Full Timesingapore, SG R2d ago
-
Entry-level Full TimeSingapore R4d 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 R5d 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 R5d ago
-
AI/ML Senior Consultant SGD 165K-220KAgent systems | Agentic AI | Authentication | Authorization | AutogenSenior-level Full TimeSingapore R5d ago
-
Mid-level Full TimeSingapore R5d 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 R5d ago
-
Senior-level Full TimeSingapore R5d 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 R6d ago
-
Mid-level Full TimeRemote - Singapore R7d 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 R10d 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 R15d ago
-
AI Backend Engineer (Agent Systems) SGD 60K-120KAnthropic | Docker | Kubernetes | Language Models | Large Language ModelsMid-level Full TimeSingapore - Remote R15d ago
-
Full Stack Engineer (AI Systems) SGD 60K-120KAnthropic | Docker | JavaScript | Kubernetes | Language ModelsMid-level Full TimeSingapore - Remote R15d ago
-
Senior Machine Learning Engineer SGD 160K-220KData Preparation | Deployment | GPU Computing | Inference | JAXSenior-level Full TimeSingapore - Remote R15d ago
-
Technical Lead (Machine Learning) SGD 150K-214KCost Optimization | Data Pipelines | Direct Preference Optimization | Fine Tuning | GPU OptimizationSenior-level Full TimeSingapore - Remote R15d ago
-
Principal Machine Learning Engineer SGD 160K-220KDeep learning | DeepSpeed | Direct Preference Optimization | Evaluation Frameworks | FSDPSenior-level Full TimeSingapore - Remote R15d ago
-
【海外】2026届AI Infra工程师-算法研发方向 SGD 74K-74KC++ | CUDA | Data parallelism | Distributed Training | HuggingfaceEntry-level Full Time新加坡 R17d ago
-
BJAK - Back End, AI SGD 140K-225KAPI Development | Alerting | Anthropic | Batching | CachingCash compensation | Equity compensation | Remote workSenior-level Full TimeEurope (remote) R17d ago
-
Technical Lead, Machine Learning THB 840K-840KDPO | Data Pipelines | Distributed Training | Fine Tuning | GPU infrastructureCareer growth opportunities | Equity compensation | Remote workSenior-level Full TimeRemote Europe R17d ago
-
C++ | Debugging | Distributed Systems | HPC | MonitoringBenefits | Competitive compensation | Equity | Flexible workingMid-level Full TimeSingapore R17d ago
-
AWS | Big Data | Hadoop | Java | Machine LearningGlobal team collaboration | Professional development | Remote workSenior-level Full TimeSingapore R25d ago
-
Mid-level Full TimeRemote - Singapore R26d ago