ML Research Engineer - Post-training (LLMs)
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About the role
EkaCare builds a connected healthcare platform and medical models for Indian doctors. You will post-train language models for clinical use, improving their instruction following, safety and performance across Indian languages.
What you'll do
- Design clinical instruction-tuning data mixes and chat templates
- Run preference optimization and reward-model training
- Build reinforcement-learning loops with verifiable medical rewards
- Create agentic and tool-use training data for healthcare workflows
- Evaluate models, analyze errors and red-team model behavior
Skills
Must have
- LLMs
- Python
- Supervised fine-tuning
- Preference optimization
- Distributed training
- Model evaluation
Nice to have
- Ppo
- Grpo
- Multilingual alignment
- Medical alignment
Tools
- Trl
- Nemo rl
- Openrlhf
- Vllm
Who it's for
- Experience
- 4 to 8 years
- Domain
- healthtech
About Eka Care
Eka Care has 19 open roles in Bangalore, at Eka Care, Windmills of your mind (EPIP). See every Eka Care role.
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