Databricks Forward Deployed Engineer - Gps

The role focuses on building and deploying GenAI-enabled solutions and agentic platforms for enterprise clients, requiring expertise in Databricks, LLM development, and solution engineering patterns. The engineer will prototype and deliver working AI solutions, focusing on integrating them into client business needs and ensuring quality, safety, and performance.

What you'd actually do

  1. Prototype and deliver working AI solutions using industry expertise and emerging capabilities.
  2. Build AI-enabled solutions, agentic platforms, and workflows across enterprise AI platforms.
  3. Develop scalable AI engineering patterns, tool-use approaches, and human-in-the-loop controls.
  4. Apply architecture decisions that balance quality, safety, latency, cost, and model risk.
  5. Deliver production-quality code using strong practices in testing, CI/CD, logging, versioning, and documentation.

Skills

Required

  • Databricks
  • GenAI/LLM development
  • Software engineering
  • Data engineering
  • Analytics engineering
  • Building reliable, maintainable, and well-documented code
  • Databricks AI Gateway
  • MLflow
  • Vector Search
  • DBRX

Nice to have

  • Cloud environments (AWS, Azure, and/or Google Cloud)
  • MLOps/LLMOps practices
  • Evaluation frameworks
  • Model monitoring
  • Prompt management
  • Integrating LLM solutions with enterprise systems via APIs, microservices, or event-driven architectures
  • Security, privacy, and compliance considerations
  • Spark
  • Airflow/dbt
  • Streaming
  • Data modeling
  • Feature engineering
  • Experimentation
  • Model evaluation

What the JD emphasized

  • 1+ years of hands-on experience building and deploying GenAI/LLM-powered solutions in client or production environments
  • 1+ years of experience with Databricks including hands on experience with one of the following key platform technologies; DBRX, MLflow, Vector Search, Databricks AI Gateway
  • Ability to travel 50%, on average, based on the work you do and the clients and industries/sectors you serve
  • Familiarity with security, privacy, and compliance considerations in regulated enterprise environments.

Other signals

  • GenAI-enabled solutions
  • agentic platforms
  • human-in-the-loop controls
  • LLM-powered solutions