Senior AI Engineer
Fresenius Medical Care10 hours ago
Bengaluru, IndiaSenior
Responsibilities
- Design and deliver Generative AI solutions, including LLMs, copilots, and agents, for enterprise automation, knowledge access, and decision-making.
- Develop prompt engineering strategies involving templates, chaining, tool use, agents, and grounding techniques such as RAG.
- Build and deploy LLM-powered applications integrated with structured and unstructured enterprise data, APIs, vector databases, and knowledge systems.
- Implement evaluation, monitoring, guardrails, hallucination detection, safety filtering, and response-quality and performance optimization for production GenAI systems.
- Prepare and integrate enterprise data with GenAI workflows using Databricks, Spark, and Delta Lake.
Requirements
- Bachelor's or master's degree in Computer Science, Data Science, Engineering, or a related field.
- Hands-on experience designing and deploying Generative AI solutions on AWS and Azure, including Azure OpenAI, AWS Bedrock, and Azure Machine Learning.
- Strong expertise in prompt engineering, RAG architectures, embeddings, vector databases, and grounding LLMs in enterprise data.
- Experience with Databricks, Spark, Delta Lake, Azure DevOps, and GitHub for data integration and GenAI application lifecycle management.
- Experience with AI/LLM evaluation frameworks, prompt and response evaluation, hallucination detection, safety filtering, and benchmark-driven optimization.
- Specialized training or certifications in AI/ML, NLP, or Generative AI are preferred, along with continuous learning in emerging GenAI frameworks, LLMs, and prompt engineering techniques.
Tech Stack
Categories
About Fresenius Medical Care
Fresenius Medical Care develops and sells dialysis machines, dialyzers, and related disposables, and operates in-center and home dialysis clinics for people with chronic kidney disease. Its business combines product sales to healthcare providers with dialysis services reimbursed by insurers and health systems. Founded in 1996 and headquartered in Bad Homburg, Germany, the company is publicly traded in Frankfurt and serves patients and providers worldwide.