Data/AI Engineer Intern
Singapore-CapitaSky
SGD 40K-57K (estimate) Entry-level Full Time Internship
Tasks
- Apply engineering governance
- Build end to end model training to inference pipeline
- Construct high performance inference pipelines
- Create efficient checkpointing strategies
- Develop fault self healing mechanisms
- Implement automated testing
- Implement distributed training solutions
- Implement resource management
- Optimize AI job scheduling
- Profile model operators
- Quantize models
- Tune GPU utilization
- Use AI coding tools to improve development efficiency
Perks/Benefits
- N/A
Skills/Tech-stack
AI Job Scheduling | Automated testing | C++ | Checkpointing | DeepSpeed | Distributed Training | Docker | Engineering governance | Fault Tolerance | GPU Utilization | Go | High Performance | High-Performance Storage | Inference Serving | Job Scheduling | Kubernetes | Megatron-LM | Model Quantization | NCCL | Operator Profiling | Pipeline parallelism | PyTorch | Python | RDMA | Resource Management | Tensor Parallelism | Zero
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
AI | AI Engineer | AI Engineer Intern | Data Scientist | Data Scientist Intern | Engineer Intern | Intern | Scientist Intern
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