Sr Staff Engineer - Applied AI

GEICO GEICO · Insurance · Bethesda, MD +1

Senior Staff Engineer, Applied AI at GEICO. This role focuses on providing technical architecture and leadership for complex, cross-functional AI initiatives, specifically architecting and leading the implementation of advanced Generative AI solutions including agent-based systems and intelligent automation. The role involves designing and implementing sophisticated agentic workflows, integrating knowledge graphs, vector reasoning, and multi-agent systems, and running experimentation programs. It also emphasizes building scalable, resilient, production-ready AI systems that meet high standards for security, compliance, and regulatory requirements, with a secondary focus on the inference path for these systems.

What you'd actually do

  1. Specify architectures and system decompositions for AI/ML capabilities that involve significant integrations and cross-team collaboration across multiple product areas
  2. Provide technical architecture and leadership for medium to large, complex, cross-functional AI initiatives with visibility at the tech VP level
  3. Architect and lead implementation of advanced Generative AI solutions including agent-based systems, intelligent automation, document intelligence, and decision support systems that span multiple business domains
  4. Design and implement sophisticated agentic workflows that orchestrate multiple AI agents, tools, APIs, reasoning steps, and business logic to automate complex enterprise processes at scale
  5. Identify and scope opportunities for automating business processes using AI across multiple product areas and business domains

Skills

Required

  • Technical architecture and leadership for AI/ML initiatives
  • Generative AI solutions
  • Agent-based systems
  • Intelligent automation
  • Document intelligence
  • Decision support systems
  • Agentic workflows
  • Orchestration of AI agents, tools, APIs, reasoning steps, and business logic
  • Enterprise process automation
  • Knowledge graphs
  • Vector reasoning
  • Retrieval architectures
  • Multi-agent systems
  • Experimentation programs (hypothesis definition, A/B testing, measurement frameworks)
  • Scalability, resilience, performance, availability, security, and compliance
  • Mentoring mid-level engineers
  • Setting technical standards for AI/ML engineering
  • Influencing across organizational boundaries
  • Translating ambiguous business problems into technical solutions

Nice to have

  • Experience with specific AI/ML frameworks and libraries
  • Familiarity with cloud platforms (AWS, Azure, GCP)
  • Experience in the insurance industry

What the JD emphasized

  • advanced Generative AI solutions
  • agent-based systems
  • intelligent automation
  • decision support systems
  • sophisticated agentic workflows
  • orchestrate multiple AI agents, tools, APIs, reasoning steps, and business logic
  • automate complex enterprise processes at scale
  • knowledge graphs, vector reasoning, retrieval architectures, and multi-agent systems
  • rigorous experimentation programs
  • A/B testing
  • measurement frameworks
  • iterative improvement
  • production AI systems
  • security, compliance, data handling, and regulatory standards

Other signals

  • architect and lead implementation of advanced Generative AI solutions including agent-based systems
  • Design and implement sophisticated agentic workflows that orchestrate multiple AI agents, tools, APIs, reasoning steps, and business logic to automate complex enterprise processes at scale
  • Advance the state-of-the-art in applied AI by integrating knowledge graphs, vector reasoning, retrieval architectures, and multi-agent systems to solve complex business problems
  • Run rigorous experimentation programs including hypothesis definition, A/B testing, measurement frameworks, and iterative improvement across production AI systems
  • Ensure AI system implementations meet functional and non-functional requirements including security, compliance, data handling, and regulatory standards