Generative AI Engineer

2 weeks ago


Simi Valley, United States AeroVironment, Inc. Full time

* Collaborating with teams to design, build, deploy, and scale Generative AI solutions.* Own the full-stack development, enhancement, and scaling of AV GPT, our enterprise AI platform built on frameworks like OpenWebUI, LiteLLM, and PostgreSQL.* Design, build, and deploy autonomous 'Agentic Automations' using n8n to automate complex, multi-system business processes for functions like Finance, Operations, SDLC, DevOps etc.* Support and scale the Roo Code platform to enhance developer velocity, with a goal of accelerating the SDLC for over 600 engineers.* Develop and maintain robust API integrations (using our MCP connectivity layer) to connect GenAI platforms with critical enterprise systems, including Oracle Fusion, Workday, Salesforce, Jira, and Confluence.* Implement, manage, and optimize advanced Retrieval-Augmented Generation (RAG) pipelines, including embedding strategies and vector database management.* Collaborate with stakeholders in Engineering, Finance, HR, and other departments to identify and execute high-value automation opportunities aligned with 'Project Frictionless.'* Act as a core technical expert within the CoE, helping to establish best practices, govern AI use, and research new tools and techniques to maintain our competitive advantage.* Creates software design documentation according to software process requirements.* Delivers work on time according to agreed completion dates and project schedule & budget.* Operates in a continuous learning environment and provides guidance and mentoring to less experienced engineers.* Demonstrates methods and procedures on new assignments and may coordinate activities of other personnel (Team Lead).* Bachelor’s degree in the field of Computer Science, Computer Engineering, Software Engineering or related field is required or equivalent combination of education, training, and experience* 12+ years of progressive experience designing, developing, and deploying advanced software solutions, including at least 3–5 years of hands-on experience in Generative AI or machine learning systems.* Proven expertise in end-to-end solution design, including architecture, API integrations, and data pipeline development across cloud environments (AWS, Azure, or GCP).* 8+ years of experience in full-stack development and systems integration, applying design patterns, DevOps best practices, and API frameworks.* 8+ years of hands-on experience with relational databases (PostgreSQL preferred), including optimization, fault-tolerance, and secure data access.* Proficiency in Python and modern AI development frameworks such as LangChain, LiteLLM, and n8n.* Demonstrated success leading or mentoring engineers and contributing to enterprise-scale technical initiatives. Knowledge of the following is a plus:* Experience with open-source GenAI front ends like OpenWebUI* Experience in a GenAI Center of Excellence (CoE)* Familiarity with Oracle Fusion, Workday, or Salesforce* Experience supporting AI for C++ code generation* Knowledge of Jira and Confluence* Strong communication skills: oral presentations, writing, negotiation, active listening, influencing positive team dynamics* Advanced degree is preferred* Uses skills to contribute to development of company objectives and principles to achieve goals in creative and effective ways* Exhibits effective interpersonal, listening and communication skills (written and verbal) Communicates ideas in both technical and user-friendly language* Successfully works within a multi-project environment and supports multiple internal customers* Is successful in working in a team-oriented, collaborative environment and puts the success of the team above one's own interests* Able to excel in a fast-paced, deadline-driven environment, where small teams share a broad variety of duties* Displays strong initiative and drive to accomplish goals and meet company objectives* Takes ownership and responsibility for current and past work products* Is committed to learning from mistakes and driven to improve and enhance performance of oneself, others, and the company* Ability to work in an office environment (Constant)* Required to sit and stand for long periods; talk, hear, and use hands and fingers to operate a computer and telephone keyboard (Frequent)AeroVironment considers several factors when extending an offer, including but not limited to, the location, the role and associated responsibilities, a candidate’s work experience, education/training, and key skills.**About AV:****AV isn’t for everyone. We hire the curious, the relentless, the mission-obsessed. The best of the best.**We don’t just build defense technology—we redefine what’s possible. As the premier autonomous systems company in the U.S., AV delivers breakthrough capabilities across air, land, sea, space, and cyber. From AI-powered drones and loitering munitions to integrated autonomy and space resilience, our technologies shape the future of warfare and protect those who serve.Founded by legendary innovator Dr. Paul MacCready, AV has spent over 50 years pushing the boundaries of what unmanned systems can do. Our heritage includes seven platforms in the Smithsonian—but we’re not building history, we’re building what’s next.**If you're ready to build technology that matters—with speed, scale, and purpose—there’s no better place to do it than AV.**
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