Senior Data & AI Engineer
Core
Lead the design, development, and operation of AI agents and scalable data services to power intelligent experiences on Material Bank's global material marketplace platform.
Role type
Senior IC Data & AI Engineer (AI Agents & Data Platform)
Builds
Production-grade AI agents, MCP servers, REST APIs, and scalable data pipelines for design professionals.
Domain
B2B SaaS / Architecture & Design Industry / Applied AI & Data Engineering
Deliverable
production ML models | product features | infrastructure
Required skills
Data engineering, AI/ML engineering, LLM-powered application development, API design (MCP/REST), RAG, vector search, prompt engineering, tool/function calling, Snowflake (architecture & optimization), dbt, Airflow, Python, AWS services.
Preferred skills
Snowflake Cortex production experience, LLM evaluation/observability (LangSmith/Arize), semantic layer design, Go programming.
Technologies
Snowflake, Snowflake Cortex, dbt, Airflow, Python, AWS (S3, IAM, Lambda, ECS), LangChain, LangGraph, LlamaIndex, MCP servers.
Responsibilities
Design and operate full lifecycle AI agents; build scalable AI/data services and APIs; act as Snowflake Cortex expert; apply agent patterns (RAG, orchestration); maintain semantic/metrics layers; build data pipelines for AI workloads; establish engineering standards for agentic systems.
Seniority
Senior, hands-on IC
