ABOUT THE ROLE

We are looking for a Research Engineer to build applied NLP and LLM systems for healthcare and oncology workflows. You will work on real-world clinical text, information extraction, patient-trial matching, summarization, RWE abstraction, and structured outputs from clinical documents.

This role is ideal for someone who enjoys hands-on model development, experimentation, evaluation, and building practical ML systems that can eventually move toward production.
- WHAT YOU WILL DO
- Build prototypes and production-oriented components for clinical information extraction and LLM workflows.
- Implement prompts, RAG pipelines, fine-tuning experiments, extraction logic, evaluation scripts, and error-analysis tools.
- Work with senior engineers to improve model quality, robustness, and reliability.
- Analyze clinical-text model failures and propose meaningful improvements.
- Collaborate with Clinical AI Data Specialists to understand labeling guidelines, data quality issues, and clinical edge cases.




- Collaborate with ML Evaluation Engineers to run benchmark and regression tests.
- Write clean, tested, maintainable Python code and contribute to internal tools, data processing scripts, and annotation/evaluation workflows.

WHAT WE EXPECT
- 1.5-4 years of hands-on experience in ML, NLP, LLMs, or data-intensive software engineering.
- Strong Python programming skills and willingness to work with messy real-world data.
- Familiarity with PyTorch, HuggingFace, embeddings, transformers, RAG, prompt engineering, and basic fine-tuning.
- Good understanding of precision/recall/F1, train/validation/test splits, overfitting, error analysis, and experiment tracking.
- Ability to learn clinical domain concepts and ask clarifying questions about labels and data.
- Solid ownership of assigned modules and tasks.

NICE TO HAVE
- Clinical NLP, biomedical text, healthcare documents, or information extraction experience.
- Experience with LangChain/LlamaIndex, vector databases,

📌 Research Engineer, Applied Ml (Bda Complex,Hsr Layout)
🏢 Triomics
📍 Bda Complex,Hsr Layout