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Senior ML Engineer, Preference Optimization
Senior ML Engineer, Preference Optimizationgnani.ai • Bengaluru, Republic Of India, IN
Senior ML Engineer, Preference Optimization

Senior ML Engineer, Preference Optimization

gnani.ai • Bengaluru, Republic Of India, IN
1 day ago
Job description

IndiaAI is building aligned, safe, and multilingual LLMs for 1.4B people. We’re hiring a Senior ML Engineer / Applied Scientist to lead post-training , covering SFT, DPO, GRPO, RFT, RLHF, multi-turn chat tuning, reward modeling, and evaluation — with a strong focus on Indic and low-resource languages .

What You’ll Do

  • Build and scale SFT pipelines (single & multi-turn chat).
  • Run DPO, GRPO, RFT and other preference optimization techniques.
  • Train reward models and integrate them into alignment loops.
  • Use leading libraries : HuggingFace TRL / PEFT, DeepSpeed-Chat, NeMo Alignment, OpenRLHF, Axolotl, Colossal-AI .
  • Develop high-quality datasets for instructions, chat, and preference ranking.
  • Conduct multilingual & Indic evaluation using lm-eval-harness, Ragas, HELM .
  • Improve performance for low-resource Indic languages via augmentation & synthetic data loops.
  • Work with infra teams to scale training on multi-GPU clusters.

What You Bring

  • 4–8+ years in ML / NLP with deep experience in post-training.
  • Strong expertise in SFT, DPO / GRPO / RFT, PPO-style RLHF .
  • Hands-on with TRL, NeMo, DeepSpeed-Chat, OpenRLHF, Axolotl .
  • Proficiency with LoRA / QLoRA, FSDP & distributed training.
  • Experience with Indic languages and multilingual NLP .
  • Strong evaluation and dataset engineering background.
  • Bonus Skills

  • Experience with 7B–70B+ LLM tuning.
  • Contributions to alignment libraries.
  • Safety alignment or Constitutional AI experience.
  • 📩 Join us to build India’s aligned, safe, multilingual LLMs.

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    Senior Ml Engineer • Bengaluru, Republic Of India, IN

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