Consultant AI & Data Engineer
Core
Design, develop, and deploy AI solutions (RAG, document processing, agentic workflows) for clients, translating ambiguous business problems into operational tools.
Role type
Senior IC AI & Data Engineer (Consulting)
Builds
Production AI systems, RAG pipelines, document AI applications, and agentic workflows for enterprise clients.
Domain
Consulting, Applied AI, Data Engineering
Deliverable
production ML models | product features
Required skills
Python, SQL, RAG design, vector database schema design, document processing (text/images/tables), evaluation framework design, CI/CD, Git, Docker, stakeholder communication
Preferred skills
Agent frameworks (LangGraph/LangChain), graph databases, ML/NLP background, cloud platforms (Azure/GCP/AWS), Databricks/Snowflake/Salesforce, consulting experience
Technologies
Python, SQL, LangChain, LangGraph, Docker, Git, Azure, GCP, AWS, Databricks, Snowflake, Salesforce, NoSQL, Vector databases
Responsibilities
Translate business problems into AI solutions; lead discovery and shape solution design; build end-to-end RAG and AI systems; define and run evaluation frameworks; design human-in-the-loop workflows; stand up production observability; mentor junior engineers; present technical work to stakeholders
Seniority
Senior, hands-on IC with client-facing responsibilities