System Analyst (AI/ML)

Nasze wymagania: At least 3 years of experience in system analysis within IT projects Experience in process and system modeling (UML, BPMN) Understanding of modern system architectures (e.g. microservices) and integration patterns Experience in data modeling and designing system communication Experience in analyzing and designing system interfaces Ability to communicate effectively with both technical and non-technical stakeholders Strong interpersonal and stakeholder management skills Hands-on experience with tools such as Enterprise Architect, Jira, Confluence Higher education in a technical field (e.g. computer science, mathematics, or similar) Mile widziane: Basic understanding of AI/ML concepts (e.g. embeddings, fine-tuning, RAG, context window, limitations of LLMs) Experience in projects involving AI/ML components O projekcie: Smart Topaz is partnering with a large financial organization that is expanding its technology landscape with a strong focus on data and AI/ML-driven solutions. As part of this growth, the company is building its system analysis capabilities to better support complex integrations and modern digital products. We are looking for a System Analyst (AI/ML) who will play a key role in designing system solutions and shaping how data and systems interact in a complex environment. Zakres obowiązków: Performing functional and system analysis for new and existing solutions Designing data flows and integrations between systems Creating and maintaining technical documentation (data models, interface specifications, process flows, architecture diagrams) Collaborating with business stakeholders, developers, and data/AI teams to define solutions Supporting system and solution design from an architectural perspective Providing analytical support across the full development lifecycle (design, development, testing, deployment) Participating in system testing and supporting implementation and post-deployment phases