Associate Consultant, Generative AI (LLM)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Associate Consultant, Generative AI (LLM): Designing, building, and deploying LLM-powered solutions for diverse industry clients with an accent on RAG architectures, prompt engineering, and MLOps integration. Focus on solving complex business problems through hands-on development, model fine-tuning, and rigorous performance evaluation.
Location: Must be based in the USA. Consultants in primary markets (NYC, Charlotte, Seattle, San Francisco) are expected to be in the office at least 3 days per week.
Salary: $72,000–$97,000 annually.
Company
is a global management consulting group that leverages data science, creativity, and responsibility to drive digital transformation for clients worldwide.
What you will do
- Design and implement GenAI/LLM solutions using models like GPT, Claude, Gemini, and Llama.
- Develop RAG architectures to improve information retrieval accuracy and source attribution.
- Optimize prompts using advanced techniques like Chain-of-Thought and ReAct.
- Implement MLOps pipelines for versioning, monitoring, and production deployment on cloud platforms.
- Develop rigorous evaluation frameworks to ensure model performance, safety, and fairness.
- Collaborate with cross-functional teams to translate complex technical concepts for stakeholders.
Requirements
- Must be authorized to work in the US without sponsorship.
- Bachelors degree in CS, Engineering, or Data Science (recent graduate within 2 years).
- Strong Python programming skills.
- Familiarity with GenAI frameworks like LangChain or LlamaIndex.
- Foundational knowledge of NLP, vector embeddings, and semantic search.
- Must obtain Claude Certified Architect (CCA-F) certification within one week of hire.
Nice to have
- Masters degree.
- Experience with agentic AI systems (LangGraph, AutoGen).
- Familiarity with vector databases (Pinecone, Chroma, pgvector).
- Hands-on fine-tuning experience with open-source LLMs.
- Experience with Docker, Git, and CI/CD workflows.
Culture & Benefits
- Comprehensive health coverage including 3 medical plans, dental, and vision.
- 401K retirement plan with 4% matching and 100% vesting.
- Generous PTO policy plus 10 company holidays.
- Support for college savings and student loan repayment.
- Monthly cell phone stipend and access to wellness programs.
- Commitment to a diverse, equitable, and inclusive workplace culture.
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