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Software Engineer 3
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Sunrise Systems, Inc.
San Diego, CA (In Person)
$171,600 Salary, Full-Time
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Job Description
Technical Skills Must Have Databricks Mosaic AI Databricks SQL Databricks Unity Catalog GraphRag SalesForce SAP Job Description Responsible for data engineering and AI agent development Responsibilities Design, build, and optimize medallion architecture pipelines (Bronze Silver Gold) in Databricks using Delta Lake Ingest and process unstructured data (PDFs, images, documents, logs) from enterprise source systems (SAP, Salesforce, TrackWise, Azure DevOps, etc.) Curate and model data into structured, query-ready schemas to power AI agents and analytics applications Develop and maintain data quality frameworks, validation checks, and monitoring across pipeline stages Collaborate with AI/ML engineers to prepare datasets for LLM-powered agents (Claude, GPT) including embeddings, chunking strategies, and retrieval-augmented generation (RAG) pipelines Support Unity Catalog governance, access controls, and schema management across dev/prod workspaces Partner with cross-functional teams (Quality, Regulatory, IT, R D) to translate business requirements into scalable data solutions Required Qualifications 7+ years of hands-on experience with Databricks (Delta Lake, Spark, SQL, Python) Proven experience implementing medallion architecture (Bronze Silver Gold) at scale Strong expertise working with unstructured data parsing, transforming, and curating documents, PDFs, and text into structured data models Experience building data pipelines that feed AI/ML agents or LLM-based applications Working knowledge of Claude (Anthropic) and GPT (OpenAI) model integration, prompt engineering, or agent orchestration Proficiency in Python and SQL; experience with Databricks notebooks, workflows, and jobs Solid understanding of data modeling best practices for analytics and AI consumption