What are the responsibilities and job description for the Staff Engineer Data Science Engineer GenAI LLM position at Nagarro?
Must have Skills :
Data Science General Experience Generative AI Fundamentals (Capable) Python for Data Science (Capable) React (Capable) AWS
Job Overview :
- Overall 7 years of experience in engineering machine learning & LLMs 6 years of handson experience in building & deploying AI / ML / Gen AI solutions in large business critical applications.
- 2 years of experience in developing Gen AI products using variety of LLMs & frameworks.
- Excellent communication skills with the ability to explain complex technical concepts to various audiences.
- Proven ability to operate with a transparent mindset communicating openly with stakeholders at various levels of the organization.
- Advanced proficiency in Python for data science engineering & LLMs Highly curious technically to evaluate & test new technologies in Gen AI space.
- Proven ability to work with large structured & unstructured datasets and deploy AI / ML / Gen AI solutions through automated pipelines.
- Experience with leveraging training and finetuning Foundation Models including multimodal inputs and outputs.
- Strong experience working with key LLM models APIs (e.g. OpenAI Anthropic) and LLM Frameworks (e.g. LangChain LlamaIndex).
- Proficiency in generating and working with embeddings across variety of data formats.
- Understanding of embedding spaces and their applications in semantic search and information retrieval.
- Knowledge of effective text chunking techniques for optimal processing and indexing of large documents or datasets.
- Expertise with RAG concepts and fundamentals (vectorDBs semantic search rerankers etc.
- Expertise in implementing RAG systems that combine knowledge bases.
- Experience with multiagent frameworks / systems and an understanding of multiagent systems and their applications in complex problemsolving scenarios.
- Experience in working with variety of data bases (SQL no SQL) APIs & microservices development.
- Experience with LLMOps tools (e.g. Langsmith) to implement guardrails track accuracy hallucinations bias and other metrics in Gen AI products.
- Experience in constructing and querying knowledge graphs including graphbased reasoning.
- Experience in front end development technologies (e.g. REACT) would be good to have.
Qualifications :
Bachelors / Master s degree
Additional Information :
Nagarro is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. All qualified applicants will be afforded equal employment opportunities without discrimination based on race creed color national origin sex age disability or marital status.
Remote Work : Employment Type :
Fulltime
Key Skills
Computer Science,Docker,Kubernetes,Python,VMware,C / C ,Go,System Architecture,gRPC,OS Kernels,Perl,Distributed Systems
Department / Functional Area : Engineering
Experience : years
Vacancy : 1
