Company Description
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 (18000+ experts across 37 countries, to be exact). Our work culture is dynamic and non-hierarchical. We are looking for great new colleagues. That is where you come in!
Job Description
- Overall 8+ years of experience in engineering, machine learning & LLMs.
- 4+ years of hands-on 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 fine-tuning 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, semanticsearch, re-rankers etc).
- Expertise in implementing RAG systems that combine knowledge bases.
- Experience with multi-agent frameworks/systems and an understanding of multi-agent systems and their applications in complex problem-solving 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 graph-based reasoning.
- Experience in front end development technologies (e.g. REACT) would be good to have
Qualifications
- Must have Skills: Data Science - General Experience, React (Capable), Python for Data Science (Strong).
- Good To Have Skills: Generative AI Fundamentals (Strong), FastAPI (Strong).
Additional Information
- We are a remote first company.
- We have modern offices in central locations with high-tech equipment.
- MyN Employee Participation Program - Nagarro.
- Attractive development opportunities.
- Time flexibility.
- Internal promotion.
- Flexible compensation.
Top Skills
What We Do
Nagarro helps future-proof your business through a forward-thinking, fluidic, and CARING mindset. We excel at digital engineering and help our clients become human-centric, digital-first organizations, augmenting their ability to be responsive, efficient, intimate, creative, and sustainable. Today, we are 19,000 experts across 36 countries, forming a Nation of Nagarrians, ready to help our customers succeed.
