System Analyst
⚲ Vilnius, Budapest, Warsaw, Kraków, Praha
Do uzgodnienia
Wymagania
- System Analysis
- AI / LLM
- SQL
- Google Cloud
- API
- Azure
- RAG
- AWS
Opis stanowiska
Andersen is hiring a System Analyst for a project developing a micro-frontend solution to streamline processes and improve user access to services.
Our customer is a global enterprise that develops digital solutions enabling seamless interaction between people, services, and technology. Operating across multiple domains, the company focuses on innovation, reliability, and user-centric design. Its mission is to drive large-scale digital transformation by building sustainable, secure, and agile IT ecosystems that support partners and clients around the world.
The project is focused on delivering a micro-frontend application – a modular interface component that allows users to access specific services and perform key functions. The current scope includes developing a widget solution aimed at improving and streamlining the claiming process.
Responsibilities:
• Analyzing of functional capabilities of existing APIs
• Documenting user and functional and non-functional requirements for both FE and REST API in the form of user stories, including detailed acceptance criteria
• Modeling the domain area (entity-relationship diagrams), business processes and algorithms (UML activity diagrams), functional capabilities (UML use case diagrams), and service interactions (UML sequence diagrams)
• Leading AI discovery phase with stakeholders.
• Eliciting and structuring business & functional requirements.
• Translating requirements into AI/ML solution design.
• Defining end-to-end architecture (data → model → integration → UI/API).
• Identifying data sources, gaps, and data readiness.
• Selecting: classic ML vs LLM vs hybrid (e.g., RAG).
• Defining success metrics (business + technical).
• Aligning solutions with IT architecture and constraints.
• Preparing solution documentation (HLD, diagrams, flows).
Must-haves:
• Commercial experience as a System Analyst for 4+ years.
• Experience in AI / LLM domain, including understanding of use cases such as chatbots, document processing, and copilots.
• Experience with RAG architectures, embeddings, and vector databases.
• Experience in prompt design and evaluation.
• Understanding data modeling fundamentals and data pipelines.
• Experience with SQL for data validation and exploration.
• Experience in designing microservice-based and widget-based solutions.
• Experience with API integrations and event-driven architectures.
• Understanding cloud ecosystems (AWS, Google Cloud, Microsoft Azure).
• Experience in requirements elicitation, including conducting workshops and interviews.
• Ability to decompose ambiguous problems into structured AI use cases.
• Ability to assess the feasibility of AI-driven solutions and estimate ROI and business value.
• Experience in prioritizing AI use cases and defining product scope.
• Experience in creating AI using case catalogs.
• Ability to design High-Level Architecture (HLD).
• Experience in defining data requirements and creating data flow diagrams.
• Experience in designing integration schemes (APIs and system interactions).
• Ability to define non-functional requirements (latency, security, scalability).
• Experience in defining MVP scope.
• Level of English – from Upper-Intermediate+ and above.
Nice to haves:
• Experience as a Business Analyst.
Reasons why this job would be interesting to you:
• Andersen cooperates with such businesses as Samsung, Reuter Gruppe, T-Systems, TUI, Ryanair, Johnson & Johnson, etc. This project is just your beginning here – working with us means reliability and prospects.
• We have been strengthening our expertise since 2007. During this time, we have formed an excellent BA & SA team with streamlined processes, which now consists of more than 200 qualified analysts.
• We welcome specialists from every part of the world.
• Salaries at Andersen are pegged to the USD, and our employees are provided with a benefit package and an extensive set of bonuses.
• We give our employees an opportunity to attend and participate in the company’s BA meetups, as well as offer a compensation program for international professional certificates.
• There are many different ways to grow and develop at our company. You can improve as a tech specialist or a resource manager, and all your activities will be decently rewarded.
• You will have an opportunity to take on the role of a mentor and help a group of BA/SA beginners grow.
• Our employees have access to Andersen Knowledge Base, where they can take courses in a variety of areas: the art of negotiation, PreSale & Discovery, Agile essentials, product ownership, microservice architecture, API design, SQL, AWS, GDPR, UX/UI, people management, and more.
Your personal data is protected in accordance with GDPR regulations. Learn more: https://andersenlab.com/privacy-policy/pl
Join us!
https://people.andersenlab.com/
Our customer is a global enterprise that develops digital solutions enabling seamless interaction between people, services, and technology. Operating across multiple domains, the company focuses on innovation, reliability, and user-centric design. Its mission is to drive large-scale digital transformation by building sustainable, secure, and agile IT ecosystems that support partners and clients around the world.
The project is focused on delivering a micro-frontend application – a modular interface component that allows users to access specific services and perform key functions. The current scope includes developing a widget solution aimed at improving and streamlining the claiming process.
Responsibilities:
• Analyzing of functional capabilities of existing APIs
• Documenting user and functional and non-functional requirements for both FE and REST API in the form of user stories, including detailed acceptance criteria
• Modeling the domain area (entity-relationship diagrams), business processes and algorithms (UML activity diagrams), functional capabilities (UML use case diagrams), and service interactions (UML sequence diagrams)
• Leading AI discovery phase with stakeholders.
• Eliciting and structuring business & functional requirements.
• Translating requirements into AI/ML solution design.
• Defining end-to-end architecture (data → model → integration → UI/API).
• Identifying data sources, gaps, and data readiness.
• Selecting: classic ML vs LLM vs hybrid (e.g., RAG).
• Defining success metrics (business + technical).
• Aligning solutions with IT architecture and constraints.
• Preparing solution documentation (HLD, diagrams, flows).
Must-haves:
• Commercial experience as a System Analyst for 4+ years.
• Experience in AI / LLM domain, including understanding of use cases such as chatbots, document processing, and copilots.
• Experience with RAG architectures, embeddings, and vector databases.
• Experience in prompt design and evaluation.
• Understanding data modeling fundamentals and data pipelines.
• Experience with SQL for data validation and exploration.
• Experience in designing microservice-based and widget-based solutions.
• Experience with API integrations and event-driven architectures.
• Understanding cloud ecosystems (AWS, Google Cloud, Microsoft Azure).
• Experience in requirements elicitation, including conducting workshops and interviews.
• Ability to decompose ambiguous problems into structured AI use cases.
• Ability to assess the feasibility of AI-driven solutions and estimate ROI and business value.
• Experience in prioritizing AI use cases and defining product scope.
• Experience in creating AI using case catalogs.
• Ability to design High-Level Architecture (HLD).
• Experience in defining data requirements and creating data flow diagrams.
• Experience in designing integration schemes (APIs and system interactions).
• Ability to define non-functional requirements (latency, security, scalability).
• Experience in defining MVP scope.
• Level of English – from Upper-Intermediate+ and above.
Nice to haves:
• Experience as a Business Analyst.
Reasons why this job would be interesting to you:
• Andersen cooperates with such businesses as Samsung, Reuter Gruppe, T-Systems, TUI, Ryanair, Johnson & Johnson, etc. This project is just your beginning here – working with us means reliability and prospects.
• We have been strengthening our expertise since 2007. During this time, we have formed an excellent BA & SA team with streamlined processes, which now consists of more than 200 qualified analysts.
• We welcome specialists from every part of the world.
• Salaries at Andersen are pegged to the USD, and our employees are provided with a benefit package and an extensive set of bonuses.
• We give our employees an opportunity to attend and participate in the company’s BA meetups, as well as offer a compensation program for international professional certificates.
• There are many different ways to grow and develop at our company. You can improve as a tech specialist or a resource manager, and all your activities will be decently rewarded.
• You will have an opportunity to take on the role of a mentor and help a group of BA/SA beginners grow.
• Our employees have access to Andersen Knowledge Base, where they can take courses in a variety of areas: the art of negotiation, PreSale & Discovery, Agile essentials, product ownership, microservice architecture, API design, SQL, AWS, GDPR, UX/UI, people management, and more.
Your personal data is protected in accordance with GDPR regulations. Learn more: https://andersenlab.com/privacy-policy/pl
Join us!
https://people.andersenlab.com/
🔍 Dekoder Ogłoszenia
🔴
Leading AI discovery phase with stakeholders.
Prawdopodobnie będziesz musiał samodzielnie zdefiniować, co oznacza 'AI discovery' i jak ją przeprowadzić, bez jasnych wytycznych.
🔴
Translating requirements into AI/ML solution design.
Może oznaczać, że będziesz odpowiedzialny za projektowanie rozwiązań AI/ML, nawet jeśli nie masz doświadczenia w tej dziedzinie.
🔴
Defining end-to-end arc
Jest to niejasne określenie, które może oznaczać szeroki zakres obowiązków, od analizy po implementację, bez precyzyjnego określenia granic.
🟡
micro-frontend solution to streamline processes and improve user access to services.
Choć brzmi to jak usprawnienie, może oznaczać skomplikowaną architekturę i potencjalne problemy z integracją.
🟡
Our customer is a global enterprise that develops digital solutions enabling seamless interaction between people, services, and technology.
Opis klienta jest bardzo ogólny i marketingowy, nie dostarcza konkretnych informacji o branży czy technologiach.