Senior Machine Learning Engineer
Tasks
- Build reinforcement learning and preference optimization pipelines
- Create multilingual and instruction tuning datasets
- Deploy machine learning models to production systems
- Develop distributed multi GPU training pipelines
- Evaluate model quality and run regression testing
- Fine-tune large language models for domain-specific tasks
- Implement end to end model adaptation workflows
- Implement parameter efficient fine tuning
- Monitor quality metrics and improve model versions
- Optimize GPU utilization and training performance
- Perform hyperparameter tuning and evaluation
- Prepare datasets and train models
Perks/Benefits
- N/A
Skills/Tech-stack
Adapters | Benchmarking | DORA | DPO | Dataset Preparation | DeepSpeed | Distributed Training | FSDP | GPU Optimization | Gradient Checkpointing | Hugging Face | LoRA | Megatron-LM | Mixed Precision | Model Deployment | Model Evaluation | Multi-GPU | PEFT | PPO | PyTorch | Python | QLoRA | RL | RLHF | Regression testing | Reward Modeling | SFT | TRL | Transformers
Education
N/A
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