Technical Business Analyst / Data Architect (Snowflake Marketplace Data Products)

Trajectory Recruiting is a fast-growing professional services firm in the Data and Analytics space, dedicated to building and scaling cutting-edge data products. They are seeking a hybrid Technical Business Analyst / Data Architect to bridge the gap between high-level data strategy, client communications, and hands-on technical execution.

Responsibilities:

• Drive the design and development of data-as-a-product concepts, specializing in secure data sharing, monetization strategy, and releasing native products to the Snowflake Marketplace
• Design scalable, robust data architectures utilizing modern paradigms like DataMesh
• Act as the primary technical liaison, confidently leading client discussions to translate complex business needs into precise data requirements
• Understand and implement the infrastructure required for AI-ready data, including embedding generation, vector search, RAG architectures, and LLM feature stores

Requirements:

• 5+ years of hands-on Snowflake experience in a production environment (Advanced SQL, Snowpark/Python, Data Sharing, Streams, and Tasks)
• Proven experience working with Snowflake-native features for unstructured or semi-structured data (VARIANT, JSON, document handling)
• Hands-on experience building AI-ready pipelines (embedding generation, vector search, RAG data architecture, or LLM feature stores)
• Familiarity with Cortex AI, Cortex Search, or equivalent vector/semantic search tooling natively on Snowflake
• Direct experience working with large text corpora, news data, or content feeds as a primary data source (beyond traditional transactional data)
• SnowPro Core or Advanced certification is strongly preferred
• Deep experience with DataMesh, Terraform, dbt (Data Build Tool), and Python is a major plus ("big ideal")