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Machine Learning Engineer - Python / LLM

Machine Learning Engineer - Python / LLM

vrushank tech solutionsIndia
8 days ago
Job description

Location : India (Remote / Hybrid)

Experience : 3-6 years in ML / NLP

Role Overview :

You will lead the fine-tuning and evaluation of open-source LLMs (e.g., Llama, Mistral, Qwen). This role requires hands-on skills in Python, PyTorch, Hugging Face, and distributed training frameworks.

Responsibilities :

  • Fine-tune and adapt open-source LLMs using LoRA / QLoRA.
  • Build pipelines for supervised fine-tuning and preference optimization (DPO / RLHF).
  • Evaluate model performance using standard and domain-specific benchmarks.
  • Optimize inference with quantization and serving frameworks (vLLM, TGI).
  • Collaborate with data engineers on preprocessing and tokenization.

Requirements :

  • Strong coding in Python and PyTorch.
  • Experience with Hugging Face, DeepSpeed, or similar frameworks.
  • Familiarity with distributed training and GPU optimization.
  • Knowledge of transformers, attention mechanisms, and NLP workflows.
  • Bonus : Experience in domain-specific fine-tuning (finance, legal, etc.)
  • (ref : hirist.tech)

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