Staff AI Engineer, Agent Orchestration

CookUnity-posted 3 months ago
$180,000 - $200,000/Yr
Full-time • Senior
501-1,000 employees
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CookUnity is seeking a Staff AI Engineer, Agent Orchestration to lead the development of next-generation agentic systems that infuse Generative AI into every layer of the software delivery lifecycle. This hybrid role blends full-stack engineering (Kotlin + TypeScript) with LLM systems design, focused on transforming developer workflows, CI/CD pipelines, observability, and runtime operations through AI-native automation. The role involves architecting and scaling intelligent developer tools, copilots, and runtime agents that extend far beyond prompt engineering, enabling an accelerated, self-healing, and insight-driven engineering ecosystem.

  • Architect and deliver full-stack GenAI-integrated systems, leveraging Kotlin (Ktor/Spring), Python, React/TypeScript, and AWS tooling.
  • Operationalize LLMs and agent frameworks to automate SDLC stages: from requirements parsing and code generation to test synthesis, deployment validations, and post-deploy analytics.
  • Develop multi-agent orchestration patterns (e.g., tool use, planning, memory) across backend and frontend development flows.
  • Embed GenAI-driven workflows into developer tooling: Full Test Driven Development cycle, PR summarization, AI-assisted code reviews, and contextual documentation retrieval.
  • Extend CI/CD systems with LLM-based capabilities: dependency change impact prediction, and build-time telemetry analysis.
  • Instrument systems with DataDog and AI-native observability: anomaly detection, root cause localization, and natural language log exploration.
  • Partner cross-functionally with product, infra, and data teams to identify and prioritize AI-native engineering opportunities.
  • Scout, evaluate, and hands-on integrate cutting-edge GenAI frameworks and developer tooling.
  • Contribute to engineering-wide technical direction through architecture reviews, RFCs, and mentorship.
  • Lead, mentor, and develop a cross-functional AI/ML team, including data engineers and embedded data engineers.
  • Drive the development of scalable AI/ML solutions that support both operational and strategic goals at CookUnity.
  • Oversee the architecture of CookUnity’s data pipelines, ensuring they are robust, scalable, and efficient.
  • Work closely with product, engineering, and business teams to understand their data needs and deliver impactful solutions.
  • Establish and nurture a community of AI/ML experts across CookUnity to share best practices and promote innovation.
  • Define and implement key performance indicators (KPIs) to track the success of AI/ML and GenAI solutions.
  • 7+ years of designing and building distributed back-end services in Kotlin (or Java) and modern TypeScript-based front-ends (React/Next.js).
  • Ability to ship robust, production-grade Python code.
  • Proven track record shipping LLM/GenAI features to production.
  • Deep fluency with modern software delivery practices: test strategy, blue-green and canary deployments, observability, and rollback mechanisms.
  • Demonstrated experience driving adoption of automated testing strategies (TDD/BDD) and CI/CD best practices.
  • Strong written and verbal communication skills.
  • Strong full-stack development experience with Kotlin and React.
  • Experience building and deploying multi-agent LLM systems with memory, reasoning, or dynamic planning.
  • Familiarity with RAG pipelines, vector search, embeddings, and semantic caching.
  • Prior experience in a high-growth, product-centric startup environment.
  • Health Insurance coverage
  • 401k Plan
  • Stock Options Plan granted on Day 1
  • Eligible for a bi-annual performance bonus
  • Unlimited PTO
  • 5-year Sabbatical: After 5 years with CookUnity, you get a 4-week paid sabbatical
  • Paid Family leave
  • Compassionate Leave: 3-5 days each time the need arises
  • A generous amount of CookUnity credits to enjoy our amazing meals, added to your account, monthly
  • Wellness perks: access to a nutritional coach and fitness subsidies
  • Personalized Spanish coach
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