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
-
Compiler optimization | Distributed Systems | Elastic Scheduling | GPU scheduling | High PerformanceEntry-level Full TimeSingapore, Singapore14h ago
-
Senior-level Full TimeSingapore18h ago
-
Artificial Intelligence | Big Data | Data Visualization | Database Programming | HadoopEntry-level Full TimeSingapore1d ago
-
Data & AI Engineer SGD 100K-143KAWS | AWS Glue | AWS Lambda | Airflow | Amazon EC2Mentorship | Professional growthMid-level Full TimeSingapore, Singapore, Singapore1d ago
-
Data Engineer SGD 132K-156KApache Airflow | BigQuery | DBT | Data Governance | Data ModelingLearning Support | Travel supportSenior-level Full TimeSingapore, Singapore, Singapore1d ago
-
Senior Machine Learning Engineer SGD 74K-130KAlerting | Automated retraining | CI/CD | Data Quality | Feature EngineeringSenior-level Full TimeSG Ensign Kallang Place, L9 (Right …1d ago
-
Machine Learning Engineer SGD 54K-60KData Structures | Information Retrieval | Java | Language Processing | Machine LearningEntry-level Full Time新加坡1d ago
-
Senior Big Data Engineer SGD 96K-130KAlgorithms | As-a-Service | C++ | Data Structures | Data as a ServiceSenior-level Full Time Internship新加坡1d ago
-
ClickHouse | Elasticsearch | Go | HBase | HDFSIncident response support | On-call rotationMid-level Full Time新加坡1d ago
-
Assistant Algorithm Engineer SGD 60K-78KComputer Vision | Deep learning | Machine Learning | PyTorch | TensorFlowEntry-level InternshipSingapore1d ago
-
Assistant Big Data Development Engineer SGD 39K-39KBig Data | Data Analysis | Data Mining | Data Warehousing | Data mining techniquesEntry-level InternshipSingapore1d ago
-
Senior Software Engineer AI/ML SGD 139K-150KAPI Design | CI/CD | Deployment | Docker | GitEquity | Learning stipends | Remote-firstSenior-level Full TimeSingapore R1d ago
-
Senior Data Engineer SGD 132K-150KAPI Middleware | AWS | Amazon Redshift | Apache Airflow | AzureCompany-Paid Holidays | Employer CPF match | Employer Paid Medical Plan | Gym reimbursement | Identity theft protectionSenior-level Full TimeSingapore1d ago
-
Backend Engineer - Applied Machine Learning Platform SGD 120K-155KCloud Computing | Data Pipelines | Data Processing | Debugging | Deep learningMid-level Full TimeSingapore, Singapore1d ago
-
Machine Learning Engineer - Logistics Fulfillment SGD 60K-108KAlgorithm Development | Data Modeling | Deep reinforcement learning | Demand forecasting | Dynamic Route PlanningMid-level Full TimeSingapore, Singapore1d ago
-
Accelerator | Data Analysis | Deep learning | Diffusers | Experiment designAutonomy | Career growth | Continuous learning | Flexible distributed environment | Fully remote workMid-level Full TimeSingapore R1d ago
-
Software Engineer, Perception SGD 120K-143K3D Reconstruction | C++ | CUDA | Computer Vision | Deep learningMid-level Full TimeSingapore1d ago
-
Principal AI Architect - Product and Framework SGD 112K-171KAI Agents | API Architecture | APIs | Cloud Native | Enterprise AICareer mobility | Continuous learning | Employee assistance programs | Flexible working hours | Inclusive cultureSenior-level Full TimeSingapore, Singapore1d ago
-
AI Engineer SGD 83K-120KAPIs | Arcpy | Dashboards | Data Pipelines | Deep learningDental insurance | Disability benefits | Employee assistance program | Employee stock purchase plan | Flexible work optionsSenior-level Full TimeSingapore, Singapore1d ago
-
Senior Embedded Software Engineer SGD 147K-180KARM | Agile | C# | C++ | CIPEmployee assistance program | Mindfulness programs | On demand digital course library | Volunteer donation matching program | Volunteer paid time offSenior-level Full TimeSingapore Singapore (Corporation Road)2d ago
-
Lead (Robotics) SGD 66K-93KArduino | Artificial Intelligence | C++ | Camera systems | Computer VisionIslandwide transport providedSenior-level Full TimeSGP Pioneer Yard, Singapore2d ago
-
3D Modeling | Autonomous Navigation | Control Systems | Deep learning | GPU ComputingEntry-level Full TimeNTU Main Campus, Singapore2d ago
-
Technical Specialist (Power BI) SGD 70K-93KAccess Control | Azure DevOps | CI/CD | DAX | DAX StudioMid-level Full TimeSJ Campus, Singapore2d ago
-
Software Developer - Ozone SGD 140K-191KAlgorithms | Apache HBase | Apache Hadoop | Apache Hive | Apache RatisCareer development access | Employee resource groups | Flexible WFH | Generous PTO | Internet reimbursementSenior-level Full TimeSingapore-Singapore2d ago
-
Customer Success & Insights Engineer SGD 120K-200KAgile methodology | Amazon Web Services | Big Data | Data Analysis | Data EngineeringSenior-level Full TimeSOH02 - Singapore HP Campus Block …2d ago