Business Analyst GenAI

GenAI Business Analyst

B2B | Hybrid from Kraków |

We are looking for a GenAI Business Analyst with a strong business analysis background and hands-on exposure to Generative AI solutions. This role will focus on translating business needs into well-defined GenAI use cases and working closely with cross-functional teams to deliver AI-enabled products at scale.

Key Responsibilities:

• Elicit, analyse, and document business requirements using industry-standard techniques

• Map business processes and design end-to-end user journeys for GenAI-enabled solutions

• Translate business objectives into GenAI use cases, epics, features, and user stories

• Collaborate closely with Product Managers, AI Engineers, Data Engineers, Architects, and UI/UX teams

• Support the design and refinement of GenAI use cases, considering capabilities and limitations of LLMs

• Contribute to the definition of prompts, agent roles, and instructions for effective AI interactions

• Assist in designing agent workflows, including function calling and API orchestration

• Support delivery of GenAI solutions within API-driven and hybrid (cloud and on-prem) ecosystems

Required Skills & Experience:

• Strong foundation in business analysis (requirements elicitation, process mapping, documentation, user journey design)

• Proven ability to translate business objectives into epics, features, and user stories

• Solid understanding of Generative AI and Large Language Models (LLMs)

• Exposure to Retrieval-Augmented Generation (RAG) and understanding how GenAI systems ground responses

• Experience working in API-driven architectures and understanding data flows across hybrid environments

• Familiarity with prompt engineering and designing effective prompts and agent instructions

• Understanding of function calling and API orchestration in agent-based workflows

• Experience collaborating in cross-functional, agile teams

Nice to Have:

• Exposure to multi-agent systems, including agent personas, interactions, and collaboration patterns

• Understanding of context and memory engineering in GenAI solutions

• Knowledge of AI governance, including considerations for taking GenAI use cases to production

• Familiarity with model monitoring approaches, metrics, and performance tracking

• Experience with banking or financial services–related AI / GenAI use cases

Why apply for an Antal job offer?

When your application is successful, you will be supported by a dedicated Consultant who will stay in regular contact with you (via email or phone), help you prepare for interviews with your future employer, and ensure a smooth and professional recruitment process.

About Antal

Antal is a leading recruitment and HR advisory company, present in Poland since 1996 and later expanded to the Czech Republic and Hungary. Across the CEE region, we employ around 150 professionals who deliver a full range of services – from specialist and executive recruitment, employee outsourcing and HR consulting, to employer branding and market research.

Our division-based structure combines deep industry expertise with functional specialisation, enabling us to provide tailored solutions for companies in every sector. We act as a trusted partner for both employers and candidates, sharing our knowledge and guiding them through every stage of the talent journey. We connect exceptional people with the right opportunities and help organisations build successful teams.

Follow us on LinkedIn: https://www.linkedin.com/company/antalpoland