Data/AI Engineer Intern
Singapore-CapitaSky
SGD 42K-60K (estimate) Entry-level Full Time Internship
Tasks
- Apply engineering governance
- Benchmark performance
- Build end to end model training to inference pipeline
- Deploy high performance inference serving
- Develop distributed training engineering
- Develop inference pipelines
- Ensure training job stability
- Implement ZeRO techniques
- Implement automated testing
- Implement data parallelism
- Implement model parallelism
- Optimize AI compute scheduling
- Profile model operators
- Quantize models
- Stress test systems
- Tune GPU utilization
- Use AI coding tools
Perks/Benefits
- N/A
Skills/Tech-stack
C plus plus | Checkpointing | Compute scheduling | DeepSpeed | Distributed Systems | Docker | Fault self-healing | GPU Utilization | Go | High Performance | High-Performance Storage | Inference Serving | Kubernetes | Megatron-LM | Model Quantization | NCCL | Pipeline parallelism | PyTorch | Python | RDMA | Self-healing | Tensor Parallelism | Zero
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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