MTS - Machine Learning
Tasks
- Architect custom model training and fine tuning jobs
- Build and maintain data and solution pipelines
- Design and optimize data structures for AI and agentic solutions
- Design autonomous AI agents for multi step reasoning and tool execution
- Implement CI CD pipelines for machine learning and AI agents
- Optimize distributed training throughput and memory efficiency
- Orchestrate LLM interactions with frameworks and internal systems
- Profile and debug GPU performance bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
Artificial Intelligence | Autogen | BF16 | Big Data | CI/CD | CUDA | CUDA programming | CrewAI | Data Pipelines | Data-parallel | DeepSpeed | Distributed Data Parallel | Distributed data | Docker | ETL | FP16 | FSDP | Function Calling | GPU Architecture | GenAI | Git | Java | Jenkins | Kubernetes | LangChain Tool Use | Langchain | Langgraph | Language Models | Large Language Models | Llamaindex | LoRA | Machine Learning | Mixed Precision | Model Parallelism | NVLink | Nsight Systems | PEFT | Prompt engineering | PyTorch | PyTorch Profiler | Python | QLoRA | Tensor cores | TensorRT-LLM | Tool use | Triton | VLLM
Education
Related jobs
-
.NET | Azure DevOps | Azure Functions | Azure OpenAI | Azure StorageMid-level Full TimeSingapore, Singapore6h ago
-
APIs | Apache Spark | Azure Data | Azure Data Explorer | Azure Data FactoryOnsite workMid-level Full TimeSingapore, Singapore6h ago
-
.NET | AKS | API Design | Agent Orchestration | Agentic AISenior-level Full TimeSingapore, Singapore6h ago
-
Data Warehouse Engineer - Data Platform, TikTok TnS SGD 120K-150KApache Flink | Apache Kafka | Apache Spark | Hive | JavaSenior-level Full TimeSingapore8h ago
-
Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Conversational AI) - 2026 Start (BS/MS) SGD 60K-60KA/B | A/B Testing | B testing | C++ | Distributed TrainingEntry-level Full TimeSingapore8h ago
-
AI Agent | AI coding | Database | Distributed Systems | GoSenior-level Full TimeSingapore8h ago
-
Senior Data Engineer, Unified Platform SGD 180K-214KAmazon S3 | Apache Airflow | Apache Arrow | Apache Flink | Apache KafkaSenior-level Full TimeSingapore15h ago
-
Senior-level Full TimeSingapore-CapitaSky20h ago
-
Lead of Agentic AI SGD 74K-74KAI Agents | API Integration | Agent systems | Continuous Improvement | Language ModelsSenior-level Full TimeDownstream - Golden Agri Plaza, Singapore …20h ago
-
Agentic AI Engineer / Specialist SGD 100K-100KAPI Integration | Agent Orchestration | Data Ingestion | Data Processing | DatabasesMid-level Full TimeDownstream - Golden Agri Plaza, Singapore …20h ago
-
Mid-level Full TimeYEA Singapore Office20h ago
-
AWS | Agile | Azure | CSS | Cloud ComputingSenior-level Full TimeLTA HSO B6 02, Singapore20h ago
-
Member of Technical Staff (MTS), Machine Learning, SMAI SGD 165K-191KAgentic AI | Autogen | Automl | BF16 | Big DataSenior-level Full TimeFab 10A, Singapore20h ago
-
Senior-level Full TimeFab 10A, Singapore20h ago
-
Access Control | Apache Airflow | Apache Hive | Apache Kafka | Apache SparkSenior-level Full TimeSingapore, Singapore, Singapore1d ago
-
Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Recommendation) - 2026 Start (PhD) SGD 84K-91KBoosting trees | C plus plus | Collaborative Filtering | Data Pipelines | Data ProcessingEntry-level Full TimeSingapore1d ago
-
AI Customer Engineer, Telecommunications, Google Cloud SGD 160K-220KAI Agent Development Kit | Agent Development Kit | As-a-Service | Audit Logging | Cloud NetworkingConference participation | Travel opportunitiesSenior-level Full TimeSingapore1d ago
-
Data Engineer, ANZSA SGD 150K-210KAPI Integration | Amazon Redshift | CI/CD | Data Governance | Data ModelingMid-level Full TimeSingapore1d ago
-
Lead Software Engineer, Perception (Robotics) SGD 155K-238K3D Perception | C++ | Camera | Camera Calibration | Cause analysisBirthday leave | FlexWork | Insurance | Medical insurance | Parental leaveSenior-level Full TimeSingapore, Singapore1d ago
-
Senior Data Engineer SGD 160K-216KAccess Management | Apache Airflow | Apache Kafka | Apache Spark | Cloud Security1 plus 1 year contractSenior-level Full TimeHDB HUB, Singapore1d ago
-
Mid-level Full TimeSingapore2d ago
-
Software Engineer, Machine Learning SGD 74K-74KBias Mitigation | Data Structures | Ethical AI | Graph theory | IndexingSenior-level Full TimeSingapore2d ago
-
AI Agent Engineer SGD 74K-120KAgent architecture | Automated Evaluation | Caching | Databases | Frontend DevelopmentCollaborative environment | Innovative work culture | Rapid prototyping environmentMid-level Full TimeSingapore2d ago
-
Senior LLM Inference Performance & Evaluation Engineer TWD 1700K-2300KBenchmarking | CI/CD | Concurrency | Dashboards | GPU UtilizationDevelopment opportunities | Inclusive environment | Mentoring | Training opportunitiesSenior-level Full TimeSingapore, SG / Penang, MY / …2d ago
-
Senior Inference Runtime Engineer TWD 1900K-2500KCUDA | CUDA profiling | Continuous batching | Distributed inference | GPU Memory OptimizationFlexible work culture | Inclusive environment | Training and mentoringSenior-level Full TimeSingapore, SG / Penang, MY / …2d ago