Staff AI Engineer, Agent Orchestration

1 Month ago • 7 Years + • Research Development • $180,000 PA - $200,000 PA

Job Summary

Job Description

CookUnity is seeking a Staff AI Engineer, Agent Orchestration, to lead the development of next-generation agentic systems. This hybrid role blends full-stack engineering (Kotlin + TypeScript) with LLM systems design, focusing 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 to enable an accelerated, self-healing, and insight-driven engineering ecosystem. Responsibilities include delivering GenAI-integrated systems, operationalizing LLMs for SDLC automation, developing multi-agent orchestration, embedding GenAI workflows into tooling, and extending CI/CD systems with LLM capabilities.
Must have:
  • Architect and deliver full-stack GenAI-integrated systems, leveraging Kotlin, Python, React/TypeScript, and AWS tooling.
  • Operationalize LLMs and agent frameworks to automate SDLC stages.
  • Develop multi-agent orchestration patterns across backend and frontend development flows.
  • Embed GenAI-driven workflows into developer tooling.
  • Extend CI/CD systems with LLM-based capabilities.
  • Instrument systems with DataDog and AI-native observability.
  • Partner cross-functionally with product, infra, and data teams.
  • Scout, evaluate, and 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.
  • Foster a community-driven culture that encourages knowledge sharing and continuous learning.
  • Align team objectives with broader company goals.
  • Drive the development of scalable AI/ML solutions.
  • Develop and implement machine learning models.
  • Lead the integration and adoption of Large Language Models (LLMs) and Generative AI (GenAI).
  • Stay at the forefront of emerging AI/ML technologies.
  • Oversee the architecture of CookUnity’s data pipelines.
  • Manage the end-to-end lifecycle of data processing.
  • Collaborate with the infrastructure team.
  • Work closely with product, engineering, and business teams.
  • Drive the integration of embedded data engineering into core product development cycles.
  • Engage with senior leadership to align AI/ML strategies.
  • Establish and nurture a community of AI/ML experts.
  • Spearhead internal forums, workshops, and seminars.
  • Foster a culture of continuous learning.
  • Define and implement key performance indicators (KPIs).
  • Present regular updates to the executive team.
Good to have:
  • 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
  • Experience with embedded data engineering, working closely with product development teams
  • Familiarity with data privacy and security regulations (e.g., GDPR, CCPA)
  • Background in food-tech, consumer goods, or related industries
Perks:
  • 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 to build a healthy lifestyle
  • Personalized Spanish coach
  • Awesome opportunity to join a company that is looking to change how we eat and how chefs work!

Job Details

About CookUnity

Food has lost its soul to modern convenience. And with it, has lost the power to nourish, inspire, and connect us. So in 2018, CookUnity was founded as the first-of-its-kind platform that connects the world with the source of truly great food: chefs. Today, CookUnity delivers 35 million meals a year from the industry’s best chefs to homes all over the country. Fresh. Ready-to-eat. And crafted with the passion that nourishes body and soul.

Unwilling to stop there, CookUnity is expanding beyond delivery to become an ever-innovating marketplace focused on our singular mission: empower Chefs to nourish the world.

If that mission has you hungry in more ways than one, you’ve found the right job posting.

The Role

We are 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 is a hybrid role that 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.

As a technical spearheader, you will be responsible for 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.

Responsibilities

  • 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—bringing innovative capabilities into our stack to radically streamline coding, testing, and deployment workflows.
  • Contribute to engineering-wide technical direction through architecture reviews, RFCs, and mentorship.

Requirements

  • 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—owning everything from design and performance tuning to deployment.
  • Proven track record shipping LLM/GenAI features to production, with experience across the lifecycle: prompt engineering, fine-tuning, latency optimization, evaluation, and safety alignment.
  • 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; ability to synthesize complex trade-offs for both technical and cross-functional stakeholders.

Preferred requirements:

  • 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.

Responsibilities:

  • Leadership & Team Management:
  • Lead, mentor, and develop a cross-functional AI/ML team, including data engineers and embedded data engineers.
  • Foster a community-driven culture that encourages knowledge sharing, collaboration, and continuous learning.
  • Align team objectives with broader company goals, ensuring that projects are executed effectively and efficiently.
  • AI/ML Strategy & Implementation:
  • Drive the development of scalable AI/ML solutions that support both operational and strategic goals at CookUnity.
  • Develop and implement machine learning models that improve customer personalization, operational efficiency, and data-driven decision-making.
  • Lead the integration and adoption of Large Language Models (LLMs) and Generative AI (GenAI) to enhance product features, improve customer experience, and accelerate business growth.
  • Stay at the forefront of emerging AI/ML technologies, including LLMs and GenAI, and apply relevant innovations to solve complex problems.
  • Data Infrastructure & Architecture:
  • Oversee the architecture of CookUnity’s data pipelines, ensuring they are robust, scalable, and efficient to support machine learning, analytics, and GenAI model deployments.
  • Manage the end-to-end lifecycle of data processing, including ingestion, storage, transformation, and analytics.
  • Collaborate with the infrastructure team to ensure data platforms are optimized for performance, reliability, and security.
  • Collaboration & Cross-Functional Partnerships:
  • Work closely with product, engineering, and business teams to understand their data needs and deliver impactful solutions.
  • Drive the integration of embedded data engineering into core product development cycles.
  • Engage with senior leadership to align AI/ML strategies with broader company initiatives and business outcomes.
  • Community & Knowledge Sharing:
  • Establish and nurture a community of AI/ML experts across CookUnity to share best practices, solve challenges, and promote innovation.
  • Spearhead internal forums, workshops, and seminars to accelerate the adoption of LLMs and GenAI, ensuring that team members are up to speed with new technologies and trends.
  • Foster a culture of continuous learning and ensure the team is equipped to leverage the latest advancements in AI/ML.
  • Reporting & Analytics:
  • Define and implement key performance indicators (KPIs) to track the success of AI/ML and GenAI solutions.
  • Present regular updates to the executive team, including the CTO, on project progress, challenges, and opportunities related to AI/ML and GenAI adoption.

Qualifications:

  • 10+ years of experience in AI/ML, data engineering, or related fields, with at least 3 years in a leadership role.
  • Proven experience leading cross-functional teams in an agile environment, with a strong ability to balance technical execution and strategic vision.
  • Expertise in machine learning algorithms, data pipelines, and AI/ML model deployment at scale.
  • Solid understanding of Large Language Models (LLMs) and Generative AI (GenAI), and how to integrate these technologies into business operations.
  • Strong understanding of cloud technologies (AWS, GCP, Azure) and modern data stack solutions (e.g., Apache Kafka, Snowflake, Redshift).
  • Deep knowledge of data engineering best practices, including ETL processes, data warehousing, and data governance.
  • Strong communication skills, with the ability to clearly convey complex technical concepts to both technical and non-technical stakeholders.
  • Ability to drive change, inspire innovation, and foster a collaborative and results-driven team environment.

Preferred requirements:

  • Experience with embedded data engineering, working closely with product development teams.
  • Familiarity with data privacy and security regulations (e.g., GDPR, CCPA).
  • Background in food-tech, consumer goods, or related industries.

Benefits

  • Health Insurance coverage
  • 401k Plan
  • We grow, you grow: 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 to build a healthy lifestyle
  • Personalized Spanish coach
  • Awesome opportunity to join a company that is looking to change how we eat and how chefs work!

Compensation

All final pay rates will be determined by candidates experience, knowledge, skills, and abilities of the applicant, internal equity, and alignment with market data.

Pay Range for this position

$180,000 - $200,000 USD

If you’re interested in this role, please submit your application and if we think you might be a fit, we'll get in touch with you. Thank you for your time!

CookUnity is an Equal Opportunity Employer. We are dedicated to creating a community of inclusion and an environment free from discrimination or harassment. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, sexual orientation, gender identity, national origin, citizenship status, protected veteran status, genetic information, or physical or mental disability.

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