Senior Staff Engineer, Machine learning

Summary

Join Nagarro, a Digital Product Engineering company, as a senior NLP expert with 10+ years of experience. You will leverage your expertise in transformer-based models (HuggingFace, OpenAI APIs) and agentic AI frameworks (LangChain, LangGraph, or CrewAI) to build cutting-edge solutions. Responsibilities include understanding client needs, designing elegant technical solutions, defining project guidelines, and collaborating with cross-functional teams. Proficiency in Python, Pandas, and experience with clinical/EHR datasets is crucial. A strong understanding of MLOps and HIPAA compliance is also required. You will play a key role in defining clinical NLP metrics and ensuring best practices are followed throughout the development lifecycle.

Requirements

• Total experience 10+ years
• Strong NLP fundamentals with deep expertise in transformer-based models using HuggingFace and OpenAI APIs
• Hands-on experience in agentic AI frameworks like LangChain, LangGraph, or CrewAI
• Proficiency in Python, Pandas, and working with clinical/EHR datasets
• Solid understanding of MLOps practices including Docker , Kubernetes, and CI/CD for model deployment
• Awareness of HIPAA and healthcare data compliance standards
• Ability to define and iterate on clinical NLP metrics with cross-functional teams
• Strong collaboration and communication skills to work alongside clinical, data science, and engineering teams
• Bachelor’s or master’s degree in computer science, Information Technology, or a related field

Responsibilities

• Understanding the client’s business use cases and technical requirements and be able to convert them into technical design which elegantly meets the requirements
• Mapping decisions with requirements and be able to translate the same to developers
• Identifying different solutions and being able to narrow down the best option that meets the client’s requirements
• Defining guidelines and benchmarks for NFR considerations during project implementation
• Writing and reviewing design document explaining overall architecture, framework, and high-level design of the application for the developers
• Reviewing architecture and design on various aspects like extensibility, scalability, security, design patterns, user experience, NFRs, etc., and ensure that all relevant best practices are followed
• Developing and designing the overall solution for defined functional and non-functional requirements; and defining technologies, patterns, and frameworks to materialize it
• Understanding and relating technology integration scenarios and applying these learnings in projects
• Resolving issues that are raised during code/review, through exhaustive systematic analysis of the root cause, and being able to justify the decision taken
• Carrying out POCs to make sure that suggested design/technologies meet the requirements