Job Description
Description
We are seeking a talented AI Engineer / Consultant to join our client’s team to design, develop, and implement an AI agent to support client’s products, leveraging existing enterprise knowledge stored in Confluence, with a strong focus on reliability, security, and enterprise‑grade integration.
Our client specializes in innovative software solutions for public safety, transport, air traffic, maritime, and defense sectors with a focus on incident and crisis management in global settings. Our projects are technically and organizationally challenging and require a high level of expertise.
The number of open vacancies: 1
Type of contract: B2B
Contract duration: 3 months
The preferred scale of work: full time
Start date: ASAP
Type of work: 100% remote from Poland
Location: Poland
Your responsibility and expected outcome (3‑Month Assignment):
Clear AI agent architecture aligned with NIS needs
Working proof‑of‑concept / MVP
Integration with Confluence‑based knowledge
Documentation and handover to internal teams
Requirements
What we expect from you:
Technical skills:
Strong experience in AI/ML engineering, with hands‑on delivery of LLM‑based solutions
Proven experience designing and implementing AI agents (e.g. multi‑step reasoning, tool use, retrieval‑augmented generation)
Solid Python skills (production‑quality code)
Experience with RAG architectures, especially:
Document ingestion
Chunking & embeddings
Vector databases
Retrieval optimization
Practical experience integrating enterprise knowledge sources, ideally:
Confluence
Wikis / documentation portals / internal knowledge bases
Experience working with APIs and backend services
Understanding of cloud‑native architectures (Azure, AWS, or equivalent)
Other expectations:
Experience delivering solutions in enterprise or regulated environments
Awareness of:
Data privacy
Access control
Security‑by‑design
Ability to design maintainable, auditable, and scalable solutions
Strong communication skills (can translate business needs into technical solutions)
Able to work independently as a senior consultant
Experience collaborating with product owners, architects, and engineering teams
Nice to have:
Experience with agent frameworks (e.g. LangChain, Semantic Kernel, AutoGen, or similar)
Experience with tool‑calling agents and workflow orchestration
Knowledge of evaluation and monitoring of LLM systems
Experience improving:
Hallucination control
Response reliability
Grounding on trusted sources
Experience with enterprise search, semantic search, or knowledge graphs
Familiarity with Confluence APIs or similar documentation systems
Experience handling large, evolving document sets
Experience in safety‑critical, industrial, aviation, or mission‑critical systems (highly appreciated)
Experience working with B2B products rather than consumer AI only
What we can offer:
medical insurance
international client
100% remote work
non-corporate work atmosphere
We look forward to receiving your application!
Recruiter responsible for the offer
Agata Gradzińska - [email protected]
