Senior Ml Engineer

2 weeks ago


Tumkūr, India gnani.ai Full time

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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