Senior Artificial Intelligence/Machine Learning Engineer
Ciklum is looking for a Senior Artificial Intelligence/Machine Learning Engineer to join our team full-time in Poland.
We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live.
Architected and built a multi-agent AI system (~12 specialized agents) supporting R&D innovation for a consumer healthcare product line (brush heads MVP) — covering new product development, event-driven concepts, and cost optimization. Sole engineering owner, collaborating with a part-time Director (QA & workshop facilitation) and domain SMEs.
Responsibilities:
Design and implement the multi-agent orchestration architecture end-to-end
Build the knowledge graph and data pipelines across the 13 MVP-critical data sources
Integrate and prompt-engineer LLMs via Azure OpenAI; implement reliability techniques (Best-of-N, two-pass chain verification, self-reflection loops, confidence gating, expert-panel consensus, deterministic tool use)
Stand up the Azure deployment: AKS / Azure Functions, Cosmos DB / Azure SQL, Blob Storage, Entra ID SSO, App Insights monitoring
Partner with Domain SMEs on UAT, back-testing, and sensitivity testing during Weeks 13–16
Requirements:
Must-Have Skills
Strong production experience building multi-agent or agentic LLM systems (orchestration frameworks, tool use, RAG)
Hands-on Azure stack proficiency: Azure OpenAI Service, AKS, Cosmos DB / Azure SQL, Blob Storage, Entra ID
Knowledge graph design and data pipeline engineering (Python)
Proven track record with hallucination mitigation, evaluation harnesses, and confidence scoring
Comfortable working directly with non-technical domain experts and running technical validation cycles
Nice-to-Have
Prior R&D, CPG, or regulated-industry deployments
Experience with Monte Carlo / NumPy simulation sandboxes
Background in patent/regulatory-aware AI workflows
Profile Fit
Senior, autonomous, delivery-focused — capable of owning architecture decisions and shipping a production-grade system in a tight 16-week window with significant client-side dependencies
What`s in it for you?
Strong community: Work alongside top professionals in a friendly, open-door environment
Growth focus: Take on large-scale projects with a global impact and expand your expertise
Tailored learning: Boost your skills with internal events (meetups, conferences, workshops), Udemy access, language courses, and company-paid certifications
Endless opportunities: Explore diverse domains through internal mobility, finding the best fit to gain hands-on experience with cutting-edge technologies
Flexibility: Enjoy flexibility – full remote working possibilities
Care: We’ve got you covered with company-paid medical insurance, mental health support, and financial & legal consultations
About us:
At Ciklum, we are always exploring innovations, empowering each other to achieve more, and engineering solutions that matter. With us, you’ll work with cutting-edge technologies, contribute to impactful projects, and be part of a One Team culture that values collaboration and progress.
With delivery centers in Wrocław and Gdańsk, our 300+ professionals in Poland drive forward-thinking solutions for global clients. Join a community where collaboration sparks innovation—and your impact reaches millions.
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Explore, empower, engineer with Ciklum!
Interested already? We would love to get to know you! Submit your application. We can’t wait to see you at Ciklum.
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