Associate Consultant, Generative AI
Core
Design, build, train, fine-tune, and deploy LLM-powered solutions (RAG, agents, fine-tuning) for clients across industries to solve real business problems.
Role type
Associate Consultant, Generative AI (hands-on IC)
Builds
Production GenAI applications, scalable AI systems, and MLOps pipelines for enterprise clients
Domain
Management Consulting, Generative AI, Large Language Models
Deliverable
production ML models | product features
Required skills
Python programming, GenAI frameworks (LangChain, LlamaIndex), NLP concepts, vector embeddings, semantic search, cloud platforms (AWS/Azure/GCP), prompt engineering, model fine-tuning, MLOps practices
Preferred skills
Agentic AI systems (LangGraph, AutoGen), vector databases (Pinecone, Chroma), Model Context Protocol (MCP), Docker, Git, CI/CD workflows
Technologies
Claude, GPT, Gemini, Llama, Mistral, LangChain, LlamaIndex, Pinecone, Chroma, pgvector, OpenSearch, AWS, Azure, GCP
Responsibilities
Design and implement GenAI/LLM solutions using various models and techniques; Support solution architects in designing scalable applications; Develop GenAI-powered applications compliant with regulations; Optimize prompts for analytical capabilities and user experience; Implement RAG architectures for accuracy and traceability; Select and fine-tune models including multimodal and small language models; Implement MLOps best practices for automated pipelines and monitoring; Develop evaluation frameworks for model performance and safety; Research and experiment with new GenAI approaches; Document processes and methodologies.
Seniority
Junior, recent graduate (0-2 years experience)
