Middle AI Agent Engineer

Ukraine | LGC | Full-time | Fully remote

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Langate is an award-winning provider of web development services in 3 main categories: business, healthcare, and education. At Langatewe're passionate about crafting digital solutions that make a real impact. We take immense pride in our strong collaboration with the U.S.  We're here to shape the future of technology, one milestone at a time.
In addition to technical expertise, we value strong communication, autonomy, and a high level of business orientation. This role requires close collaboration with stakeholders, proactive requirement discovery, and the ability to work effectively in a fast-changing environment without waiting for fully documented inputs.
To thrive in this role, we’re seeking candidates with 2–3+ years of commercial engineering experience, hands-on experience building AI agent solutions, strong Python and/or TypeScript fundamentals, and the ability to design custom tool-using agent loops from scratch. Experience with agent frameworks, evaluation systems, and observability tooling will be a strong advantage. 

About the project : The project is focused on building production-grade AI agent capabilities for the U.S. healthcare domain. The engineer will work on agentic product features, legacy-system integrations, and supporting components such as scrapers and tool layers, helping automate complex workflows in an environment with significant real-world business impact. 

Requirements:  

  • 2–3+ years of commercial engineering experience
  • Ability to build a tool-using agent loop from scratch, including tool calling, structured outputs, stop reasons, parallel tool use, and error recovery
  • Strong understanding of context engineering, including what to write, select, compress, and isolate
  • Hands-on experience with modern agent frameworks or SDKs such as LangGraph, Claude Agent SDK, OpenAI Agents SDK, or Pydantic AI
  • Working knowledge of Model Context Protocol (MCP)
  • Experience building or extending evaluation harnesses, solid Python and/or TypeScript skills, and Upper-Intermediate English 


Responsibilities:
 

  • Design and implement agentic features end-to-end, from prototype to production.
  • Build and maintain agent loops, tool layers, context management, persistence, sub-agent orchestration, observability, and safety hooks.
  • Define quality standards for agent performance by creating golden datasets, writing evaluations, and setting up regression checks.
  • Instrument agents with proper tracing and telemetry, and investigate production behavior using real execution traces.
  • Work directly with client stakeholders to elicit and refine requirements, translate them into technical scope, and align on expected outcomes.
  • Make pragmatic build-versus-import decisions when selecting frameworks, tools, and external components.
  • Participate in architecture discussions and code reviews, contributing to scalable and production-ready engineering decisions.
  • Move between projects and priorities as needed, taking ownership of delivery in a fast-changing environment with a high degree of autonomy. 


Schedule
:
 5/2, 8-hour working day (40 hr per week), flexible schedule. 

Hiring process: HR interview + tech specialists  

We offer:  

  • Competitive compensation
  • B2B contract, paid sick leave, 20 days of paid vacation
  • Free English lessons    
  • Flexible work schedule    
  • Official Ukrainian holidays are non-working days  
  • Paid courses and certifications    
  • Сoach / psychologist consultation   
  • Workshops    
  • Career development plan
  • Mentoring Education    
  • Medical Health Insurance  


Why Choose Us? What Do We Offer that's Exceptional?   
 

  1. Cutting-Edge Technologies on Real Projects: At Langate, you'll work with the latest technologies on live projects. We're a dynamic, fast-growing company, so you'll find a minimal amount of legacy systems and plenty of opportunities to implement new technologies.
  2. Work-Life Balance with Benefits: We value work-life balance and offer paid time off, including vacation days and sick leave. Remote work options and hearty life are part of the package too.    
  3. Investment in Your Growth: We're committed to your professional development. You can expect training programs, courses, and opportunities to enhance your English language skills.   
  4. Team Building and Unity: We know that a happy team is a productive team. That's why we organize team-building events and group activities to foster strong bonds and a sense of belonging.    

When you choose us, you're choosing a company that values innovation, invests in its employees, and provides a supportive and engaging work environment. Join us in shaping the future of technology!  

Need more information? Welcome!