Senior Staff Engineer, Generative AI

1 week ago

Remote, India Nagarro Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Company Description

We're Nagarro.

We are a Digital Product Engineering company that is scaling in a big way We build products, services, and experiences that inspire, excite, and delight. We work at scale — across all devices and digital mediums, and our people exist everywhere in the world experts across 39 countries, to be exact). Our work culture is dynamic and non-hierarchical. We're looking for great new colleagues. That's where you come in

Job Description

REQUIREMENTS:

  • Total experience 10+ years.
  • Deep understanding of LLMs (e.g., GPTs, Llama, Claude, Gemini, Qwen, Mistral, BERT-family models) and their architectures (Transformers)
  • Should have expert-level prompt engineering skills and proven experience implementing RAG patterns
  • High proficiency in Python and standard AI/ML libraries (e.g., LangChain, LlamaIndex, LangGraph, LangSmith, Hugging Face Transformers, Scikit-learn, PyTorch/TensorFlow).
  • Experience implementing RAG architectures and prompt engineering.
  • Strong experience with fine-tuning and distillation techniques and evaluation.
  • Strong experience using managed AI/ML services on the target cloud platform (e.g., Azure Machine Learning Studio, AI Foundry).
  • Strong understanding of vector databases (e.g., Weaviate, Neo4j)
  • understanding of GenAI evaluation metrics (e.g., BLEU, ROUGE, perplexity, semantic similarity, human evaluation).
  • Proven track record in deploying AI/ML solutions into production environments.
  • Familiarity with MLOps pipelines for automation and monitoring.
  • Experience working on generative AI applications
  • Excellent communication skills and the ability to collaborate effectively with cross-functional teams.

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 clients' 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.

Qualifications

Bachelor's or master's degree in computer science, Information Technology, or a related field.

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