- Nanakramguda, Telangana, India
- Mid
- 3+ years
Design, evaluate, optimize, and operationalize enterprise AI systems across the complete model lifecycle.
Compensation
Medtronic offers a competitive Salary and flexible Benefits Package
Responsibilities
- Design and implement training, fine-tuning, and adaptation pipelines for open-weight Large Language Models using supervised fine-tuning, LoRA, QLoRA, and Parameter-Efficient Fine-Tuning (PEFT) techniques.
- Build and curate high-quality datasets from operational data sources, incidents, runbooks, logs, knowledge articles, and validated interactions for model training and evaluation.
- Develop model evaluation frameworks covering reasoning, instruction following, hallucination detection, tool calling, safety, robustness, and structured output quality.
- Evaluate and optimize retrieval-augmented generation systems through retrieval analysis, embedding model comparison, reranking, chunking strategies, and groundedness assessment.
- Design and execute agent and tool-calling benchmarks that measure task completion, tool selection accuracy, failure recovery, and operational safety.
Requirements
- Bachelor's Degree in Engineering
- MCA
- MSc
- Nice to have: direct preference optimization (DPO)
- Nice to have: TRL