Senior AI Engineer — LLMs, Agents & AI Systems
Primary stack
Nice to have's
Job description
About the Position
Are you interested in building production-grade AI systems that go beyond demos and simple LLM wrappers?
About the Product
At Forma Pro, we work on AI-powered products and operational systems for companies across marketplaces, MarTech, PropTech, logistics, and other data-intensive industries.
Our projects combine LLMs, agentic workflows, structured and unstructured data, external APIs, and existing business systems. We focus on building reliable AI solutions that can operate in real production environments, where evaluation, observability, security, and predictable behavior matter as much as model capabilities.
Technologies That We Use
- Python
- FastAPI
- OpenAI, Anthropic, and open-source LLMs
- LangGraph and agent orchestration frameworks
- RAG and vector search
- PostgreSQL and pgvector
- Redis
- AWS
- Docker
- Modern observability and evaluation tooling
We do not expect you to have worked with every tool on this list. We care more about strong engineering fundamentals and your ability to select the right technology for a problem.
About You
- You are interested in building AI systems that people actually use in production.
- You think beyond prompts and consider the whole system: data, tools, state, evaluation, reliability, and user experience.
- You are comfortable working independently and making technical decisions.
- You are willing to research and test new approaches instead of blindly following framework conventions.
- You care about measurable quality rather than impressive-looking demos.
- You have a proactive approach and are comfortable taking ownership of a problem from idea to production.
Required Skills and Competencies
- Spoken English - upper-intermediate or above
- 4+ years of software engineering experience
- Strong Python development skills
- Hands-on experience building applications with LLM APIs
- Experience with RAG, embeddings, semantic search, or similar retrieval systems
- Understanding of agentic architectures, tool/function calling, and multi-step workflows
- Experience integrating external APIs and business systems
- Solid understanding of backend architecture, databases, and asynchronous processing
- Experience writing automated tests and working with production systems
Nice to Have
- Experience designing LLM evaluation and regression testing pipelines
- Experience with LangGraph, PydanticAI, Semantic Kernel, or similar frameworks
- Experience with multi-agent systems
- Experience with model routing, structured outputs, and guardrails
- Experience optimizing AI systems for latency and inference cost
- Experience with self-hosted or open-source models
- Familiarity with MCP and emerging agent interoperability standards
Responsibilities
- Design and build production-grade AI applications and agentic workflows
- Develop systems that combine LLMs with APIs, databases, internal tools, and business processes
- Design RAG and knowledge retrieval architectures for structured and unstructured data
- Build evaluation pipelines and regression tests for prompts, retrieval, and agent behavior
- Design error handling, fallbacks, and human-in-the-loop workflows for situations where AI should not make an autonomous decision
- Improve latency, reliability, and cost efficiency of AI systems
- Research new models, frameworks, and techniques and determine whether they are useful in real products
- Participate in architecture decisions together with backend, data, and product engineers
- Take ownership of features from initial technical design through deployment and iteration
We Offer
- No micromanagement - we do not track your working hours, breaks, or keyboard activity
- Freedom to choose how you solve a problem - we care about the result and engineering quality
- Flexible working hours
- Fully remote work - you can work from almost anywhere
- Direct influence on architecture and technical decisions
- An opportunity to work with modern AI technologies on real production systems rather than endless proof-of-concepts
- Company support when you need it
- Direct communication with Forma Pro's CEO and CTO
Apply for Senior AI Engineer
Send us your CV and, if useful, a short note about your experience.
What Happens Next?
- We review your background for this role.
- If there is a potential match, we contact you for an introductory conversation.
- A technical discussion follows when both sides see a fit.
Learn more about working with us.
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Всім привіт!✌️ Ми компанія Forma Pro. Раді вітати вас на нашій сторінці!🤗Тут може бути довжелезний текст про те, які ми експертні та цілеспрямовані✍️. Та хочеться розказати трішки інакше🙌.Ми засновані у 2001 році в одному з найкращих і найсильніших міст України — Харкові, найкрутішими фаундерами Алексом та Марією.❣️ І нам дуже пощастило з ними, адже у нас в компанії основними цінностями — є люди.😎 За всі роки нашого існування, ми не маємо випадків, коли б тебе не почули, та не розглянули будь-яку (навіть божевільну🤪) ідею.Вся діяльність компанії спрямована на створення якісних продуктів, та ще так, щоб і співробітникам і клієнтам було комфортно і з задоволенням працювати.😌 Поняття «мікроменеджмент» для нас відсутнє взагалі.❌ І таким чином, можемо похизуватись кейсами як разом з нами маленькі стартапи перетворювались у великі корпорації, а юні та зелені джуни у сильних тімлідів та архітекторів.💪Працюємо ми у сферах FinTech та PropTech (і не тільки) з клієнтами з США, Європи, Великобританії та Канади. Стек технологій у нас в компанії дуже різноманітний: PHP (Symfony та Laravel), JavaScript (Node.js, React.js, Vue.js, Angular), MongoDB, PostgreSQL, Firebase, Kubernetes, Docker, AWS, і ще багато чого.💻А ще Forma Pro вітає професіональний та особистий розвиток і допомагає з вивченням нових технологій.♟Так можна продовжувати до нескінченності.♾ Тож краще, висилайте нам резюме і ми розповімо вам більше деталей вже особисто!🎉