Principal Engineer, Machine Learning, SMAI
Tasks
- Architect and execute custom model training and fine tuning
- Build and maintain data and solution pipelines
- Create and maintain CI/CD pipelines for ML solutions
- Design and deploy autonomous AI agents
- Design and optimize data structures in data platforms
- Optimize training throughput and memory efficiency
- Orchestrate LLM interactions with internal tools and APIs
- Profile and debug GPU performance bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
Agentic AI | Auto RL | Autogen | BF16 | Big Data | Big data processing | CI/CD | CUDA | Cloud platform | CrewAI | Data Pipelines | Data Processing | Data-parallel | DeepSpeed | Distributed Data Parallel | Distributed Training | Distributed data | Docker | ETL | FP16 | FSDP | Fine Tuning | GPU Architecture | GPU memory | GPU memory management | Generative AI | Git | Google Cloud | Google Cloud Platform | HPC job scheduling | Human Feedback | Java | Jenkins | Job Scheduling | Kubernetes | Langchain | Langgraph | Language Models | Large Language Models | Learning from Human Feedback | Llamaindex | LoRA | Machine Learning | Megatron-LM | Memory Management | Mixed Precision | Model Fine-tuning | Model Parallelism | Nsight Systems | PEFT | PEFT Techniques | Prompt engineering | PyTorch | PyTorch Profiler | Python | QLoRA | Ray | Reinforcement Learning | Reinforcement Learning from Human Feedback | Scikit-learn | Slurm | Snowflake | Supervised Fine Tuning | TensorFlow | TensorRT-LLM | Triton | VLLM
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Related jobs
-
Agent systems | Cloud Computing | MLOps | Machine Learning | Model EvaluationMid-level Full TimeSingapore, Singapore11h ago
-
ANSI SQL | Apache Iceberg | Apache Spark | Avro | CI/CDExecutive-level Full TimeSingapore, Singapore, Singapore12h ago
-
Data Engineering, Lakehouse and AI Data Platform Engineer, Analyst/ Associate, Singapore SGD 147K-180KANSI SQL | Apache Iceberg | Apache Spark | Avro | CI/CDSenior-level Full TimeSingapore, Singapore, Singapore12h ago
-
Senior AI Applications Engineer (Full Stack) SGD 140K-190KAWS | Azure | ClickHouse | Data Pipelines | DockerSenior-level Full TimeSingapore17h ago
-
Lead Algorithm Engineer - Search & Recommendation SGD 140K-160KAd Targeting | C++ | Computer Vision | Experimentation | JavaSenior-level Full TimeSingapore21h ago
-
Data Analytics Engineer/Data Scientist SGD 165K-220KAirflow | BigQuery | Cloud Databases | Cloud platform | DBTSenior-level Full TimeSingapore - Technology Centre23h ago
-
Data Engineer - A26137 SGD 60K-92KAPI Development | Agile | ArcGIS Server | Batch Processing | Continuous DeliveryCoaching and mentoring | Employee wellness program | Fun working environment | Growth opportunities | Structured development frameworkMid-level Full TimeSingapore, Singapore, Singapore23h ago
-
Azure Data | Azure Data Factory | Azure DevOps | Data Factory | Data GovernanceSenior-level Contract Full TimeSingapore, Singapore, Singapore23h ago
-
Engineer Sr Analyst (Database) SGD 106K-139KAWS | Active Directory | Authentication | Backup and Recovery | Cloud infrastructureSenior-level Full Time3 CHANGI BUSINESS PARK CRESCENT CHANGI …23h ago
-
AI workloads | Compliance | Data Modeling | Data Warehousing | Database AdministrationExecutive-level Full Time3 CHANGI BUSINESS PARK CRESCENT CHANGI …23h ago
-
Software Engineer (Embedded) SGD 54K-57KAgile Development | C# | Continuous Delivery | Continuous integration | DebuggingEntry-level Full TimeSINGAPORE, Singapore23h ago
-
AI Engineer (Aeolus) - Data Platform SGD 57K-57KAPI Integration | Conversational AI | Dashboards | Data Modeling | Data cleaningEntry-level Full TimeSingapore, Singapore1d ago
-
A/B | A/B Testing | B testing | Continual Learning | Data EngineeringSenior-level Full TimeSingapore, Singapore1d ago
-
Machine Learning Expert - Feed E-Commerce - Singapore SGD 113K-150KBlending | Classification | Learning algorithms | Machine Learning | Machine learning algorithmsSenior-level Full TimeSingapore, Singapore1d ago
-
I15 - Data Engineer (047) SGD 85K-139KAPI Development | Cloud Computing | Data Mining | Data Warehousing | Database systemsMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Azure Blob | Azure Blob Storage | Azure Cosmos | Azure Cosmos DB | Azure DataHybrid work | Relocation package | Visa supportMid-level Full TimeSingapore, Singapore1d ago
-
Senior AI Engineer (w/m/d) USD 85K-130KAWS | Airflow | Azure | CI/CD | Data ScienceCompany bike | Company events | Fitness membership subsidy | Flexible working hours | Free coffeeMid-level Full TimeHamburg, München, Düsseldorf, Wien, Singapore, Atlanta, … R1d ago
-
Data Engineer SGD 61K-92KABAC | AWS | AWS Athena | AWS Redshift | AWS S3Annual leave | Birthday leave | Family care | Learning cultureMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
AI Engineer - FDE (Forward Deployed Engineer) SGD 139K-143KAWS | Agent systems | Apache Spark | Apache Spark MLlib | Apache Spark SQLSenior-level Full TimeSingapore1d ago
-
VP, Applied AI Engineer, AI Alpha Group SGD 120K-200KAWS | Data Governance | Data Modeling | Data Quality | DatabricksFlexible work schedule | In person collaboration four days per week | Work from home optionsExecutive-level Full TimeSingapore, SG1d ago
-
Senior AI Specialist SGD 100K-150KAI Services | Agentic AI | Amazon Q | Cloud AI | Cloud AI servicesHybrid work options | In-person work options | Remote work options | Work-life balanceSenior-level Full TimeSingapore (SGP)1d ago
-
Principal AI Engineer, AI.DA STC SGD 136K-171KCUDA | CUDNN | Computer Vision | Docker | FastAPIExperimentation culture | Hybrid work setup | Knowledge sharing | Professional growthSenior-level Full TimeAero - 600 West Camp Road, …1d ago
-
A/B | A/B Testing | Anomaly Detection | B testing | ClassificationFlexible schedule | Inclusive team | Mentorship | Project ownershipEntry-level Full Time InternshipFab 10N/X, Singapore1d ago
-
Agentic AI | Autogen | BF16 | Big Data | CI/CDSenior-level Full TimeFab 10A, Singapore1d ago
-
Entry-level Full TimeSingapore, Singapore2d ago