Senior Applied AI Engineer

RobCo Inc

$120K — $150K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Several years of software engineering experience, translating ambiguity into production systems with quality architecture and maintainable code.
  • Experience shipping LLM-powered or agentic systems that are user-dependent and not just prototypes, including tool calling and multi-step workflows.
  • Expertise in context engineering and prompt engineering, treating prompts as versioned and tested artifacts.
  • Experience building knowledge bases and utilizing Retrieval-Augmented Generation (RAG) pipelines for reliable access to organizational knowledge.
  • Systems-oriented thinker who plans for scalability, considering future components while developing initial agents.
  • Strong interpersonal skills, capable of collaborating with non-engineering teams to design automation solutions that fit their processes.
  • Proficient in Python and/or TypeScript, with solid experience in integrating business systems through SaaS APIs and webhooks.

Responsibilities

  • Design, build, and run agentic workflows for the entire delivery process, from requirement reviews to knowledge base creation.
  • Establish reusable components and tools for automation integration, ensuring a smart selection of necessary functionalities.
  • Ensure quality control end-to-end by designing evaluations, monitoring production agents, and managing observability and security.
  • Create adaptive human-in-the-loop workflows to continually improve agent outputs based on user corrections.
  • Integrate deeply with delivery teams to identify leverage points for agents and collaboratively define objectives.
  • Facilitate the internal adoption of AI tools, establishing best practices and creating pathways for teams to develop their own agents.

Benefits

  • Opportunity to develop modular, cutting-edge robotics solutions that redefine automation standards.
  • Engage in innovative projects leveraging state-of-the-art AI in robotics that enhance real-time decision-making capabilities.
  • Immediate responsibility and project ownership in a dynamic, rapidly growing startup environment.
  • Supportive company culture characterized by flat hierarchies, open communication, and regular performance feedback.
  • Comprehensive benefits, including medical, dental, vision, and a 401(k) plan.
  • Unlimited paid time off, inclusive of major holidays.
  • Participation in company-sponsored onboarding and team offsites in Germany.
Full Job Description
About the Role at RobCo

As our Senior Applied AI Engineer, you'll build the agentic workflows that run our solution delivery behind the scenes. Every customer project produces requirements, designs, plans, and checks on the way from a customer's problem to a robot running on their factory floor. Your agents will work at each of these steps: reviewing requirements before they become commitments, checking and improving artifacts as the project moves, and catching risks while there's still time to act on them. You'll build the first agentic workflows, the reusable components and governance they run on, and much of how RobCo uses AI internally.

Your Responsibilities
  • Design, build, and run agentic workflows across our delivery process - requirements review, automated checks and gates, early risk detection, and a knowledge base that makes everything we've learned from past projects available to agents and people - owning each from concept through production.
  • Build the way we build: reusable components, skills, and patterns for tool integrations, feedback loops, and identity, secret, and auth management. You know the agentic toolbox inside out and decide what we actually need and what we don't.
  • Own quality end to end: design and run evals, monitor agents in production, and manage observability, cost, guardrails, and security so teams can trust what the agents produce.
  • Design human-in-the-loop workflows that learn: people review and correct agent output at defined checkpoints, and those corrections flow back into better prompts, evals, and components, so the agents keep improving.
  • Embed with our delivery teams to understand how their work actually flows, identify where agents create the most leverage, and define together what good looks like.
  • Drive adoption and help shape how RobCo uses AI internally: deliver agents through the tools teams already use every day, establish best practices, and build paved paths so teams can eventually create their own agents.

We're looking for someone who has:
  • Several years of software engineering experience and the seniority to take a problem from ambiguous idea to production system, with clean architecture, solid testing, and maintainable code.
  • Shipped LLM-powered or agentic systems that real users depend on, not just prototypes: tool calling, structured outputs, multi-step workflows. Deep, practical experience with the agentic stack - orchestration, tool use, MCP, memory, and retrieval - in production environments.
  • Strong context engineering and prompt engineering skills: you think carefully about what the model sees and in what structure, you treat prompts as versioned, tested engineering artifacts, and you have a rigorous way of judging whether the output is actually good.
  • Built knowledge bases and put RAG pipelines to work. You don't need to be a retrieval specialist; you need to make organizational knowledge reliably available to agents and people.
  • Thinks in terms of systems and user outcomes, not individual scripts and demos, and brings a component mindset: while building the first agent, you're already thinking about the second and the tenth.
  • Genuine enjoyment of working with non-engineering teams: understanding their process, speaking their language, and designing automation around how they actually work.
  • Strong proficiency in Python and/or TypeScript, plus fluency with SaaS APIs, webhooks, and the practical realities of integrating business systems.
  • Ownership of outcomes and a startup way of working: scope intentionally, build smart, ship fast, and prefer pragmatic solutions that ship over perfect ones that don't.

Why join RobCo?
  • Develop modular, software-defined robotics solutions with us that set new standards in automation.
  • Help us build robots equipped with state-of-the-art AI that perceive their environment, analyze data, and make intelligent decisions in real time.
  • As part of a very dynamic and fast-growing scale-up, you will take on responsibility from day one, drive your own projects, and see the direct impact of your work.
  • Flat hierarchies, open communication, and regular 360° feedback enable fast decisions and support your professional and personal development.
  • Competitive compensation and benefits package - including medical, dental, and vision coverage, plus a 401(k) plan.
  • Unlimited paid time off incl. major holidays.
  • Company-sponsored onboarding and team offsites in Germany.

Don't meet every single requirement? If you're excited about this role but your past experience doesn't align perfectly with every qualification in the job description, we encourage you to apply anyway. You may be just the right candidate for this or other roles.

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