Member of Technical Staff (MTS), Machine Learning, SMAI
Tasks
- Architect and execute model training jobs
- Build and maintain data and solution pipelines
- Create and maintain CI/CD pipelines for AI solutions
- Design and deploy autonomous AI agents
- Design and optimize data structures in data systems
- Optimize training throughput and memory efficiency
- Orchestrate LLM interactions with tools and APIs
- Profile and debug GPU performance bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
Agentic AI | Autogen | Automl | BF16 | Big Data | Big data processing | C plus plus | CI/CD | CUDA | CUDA programming | Chain-of-Thought | Cloud platform | DDP | Data Pipelines | Data Processing | Data-parallel | Distributed Data Parallel | Distributed Training | Distributed data | Docker | ETL | FP16 | FP8 | FSDP | Fully Sharded Data Parallel | Function Calling | GPU Architecture | GenAI | Git | Google Cloud | Google Cloud Platform | Inference Optimization | Java | Jenkins | Kubeflow | Kubernetes | Langchain | Langgraph | Language Models | Large Language Models | Llamaindex | LoRA | Machine Learning | Mixed Precision | Model Parallelism | Nsight Systems | PEFT | Prompt engineering | PyTorch | PyTorch Profiler | Python | QLoRA | Ray | Slurm | Snowflake | TensorRT-LLM | Tool use | Triton | VLLM
Education
Related jobs
-
Algorithms | C++ | Computer Vision | Data Structures | Deep learningEntry-level InternshipSingapore8h ago
-
Agent | C plus plus | Computer Vision | Deep learning | Language ModelsEntry-level Full TimeSingapore8h ago
-
AI Customer Engineer, Google Cloud SGD 147K-220KAI Agent Development Kit | API Gateway | Agent Development Kit | Agentic AI | As-a-ServiceSenior-level Full TimeSingapore9h ago
-
Customer Engineer, AI, Google Cloud SGD 140K-214KAI Agents | Agentic AI | As-a-Service | Audit Logging | Cloud NetworkingSenior-level Full TimeSingapore9h ago
-
Data Processing | DeepSpeed | Distributed Computing | Fine Tuning | GPUSenior-level Full TimeSingapore9h ago
-
Senior-level Full TimeLand - 249 Jalan Boon Lay, …20h ago
-
Senior Manager (AI Engineer) (Future Capabilities) SGD 110K-170KAgentic AI | Agile | CrewAI | Data Governance | Deep learningSenior-level Full TimeBCA-JEM, Singapore20h ago
-
Senior Data/Data Scientist (Contract) SGD 146K-191KAgentic AI | Agile | Cloud Computing | Data Wrangling | Generative AIContract role | Further assessment | Medical declarationSenior-level Contract Full TimeMAS: MAS Building, Singapore20h ago
-
Actuator integration | BACnet | Block programming | Building Management | Building Management SystemsSenior-level Full TimeNgee Ann Polytechnic, Clementi Campus, Singapore20h ago
-
Agentic AI | Automation | CI/CD | Change Management | DebuggingSenior-level ContractSingapore1d ago
-
A2A | API Integration | Agent systems | Agentic RAG | CI/CDSenior-level ContractSingapore1d ago
-
.NET | AKS | App Service | Azure App | Azure App ServiceMid-level Full TimeSingapore, Singapore1d ago
-
Algorithms | Data Mining | Data Structures | Deep learning | Machine LearningMid-level Full TimeSingapore1d ago
-
Data Warehouse Engineer (Global Live) - TikTok SGD 110K-185KClickHouse | Data Ingestion | Data Modeling | Data integration | ETLEntry-level Full TimeSingapore1d ago
-
Algorithms | Classification | Data Mining | Data Structures | Deep learningMid-level Full TimeSingapore1d ago
-
Apache Flink | Apache HBase | Apache Kafka | Apache Spark | C#Senior-level Full TimeSingapore1d ago
-
Control Theory | Domain Randomization | Imitation Learning | Isaac Lab | Isaac-GymFast iteration feedback loops | High visibility projects | Open source contributionsMid-level Full TimeSingapore1d ago
-
Quantitative Developer SGD 140K-180KBash | C++ | NumPy | Pandas | PolarsContinuous learning | Free meals | Hybrid working | Paid time off | Social eventsMid-level Full TimeSingapore R1d ago
-
ActiveRecord | Authentication | Authorization | CI/CD | ChannelsSenior-level Full TimeSingapore R1d ago
-
Backpressure | CI/CD | Concurrency | Docker | GRPCSenior-level Full TimeSingapore R1d ago
-
Authentication | Authorization | Backpressure | CI/CD | CachingSenior-level Full TimeSingapore R1d ago
-
A I | A I Inference | A/B | A/B Testing | Agent systemsDiversity and inclusion | Inclusive work environment | Open workspaces | Training and mentoringMid-level Full TimeSingapore, SG / Austin, TX1d ago
-
[Lta-Itcd] Senior Ai Engineer / Ai Engineer SGD 74K-100KAI Governance | Agentic AI | Cloud Platforms | Computer Vision | Data ManagementMedical assessmentSenior-level Full TimeLTA HSO B6 02, Singapore1d ago
-
Full Stack AI Engineer (Contract) SGD 90K-146KAngular | Audit Logging | Authentication | Authorization | CachingMid-level Contract Full TimeMAS: MAS Building, Singapore1d ago
-
C++ | CAN bus | Clean architecture | Code review | Computer VisionSenior-level Full TimeRepublic Polytechnic, Singapore1d ago