AI-Driven Knowledge Automation Architect

Autodesk; Polska; Hybrid; PLN 188,000 - 275,000; Full time

Job summary

Autodesk’s Technical Advisory group is building a scalable knowledge platform to convert implementation experiences into structured, reusable guidance within Workflow Advisory. The Principal Knowledge Acquisition Analyst will design and operate AI-powered pipelines that capture knowledge from enterprise engagements and transform it into template-aligned outputs for downstream content production.

You’ll own the upstream knowledge pipeline, from extraction to delivering high-quality structured

Qualifications

• 8+ years of experience in knowledge management, information architecture, information systems, semantic technologies, data engineering, or related field.
• Experience working with AI/LLM-based workflows in production.
• Experience designing data pipelines, structured capture, or transformation processes.
• Strong analytical skills with ability to define and improve quality metrics.
• Experience working cross-functionally with product, engineering, and domain experts.

Responsibilities

• Design and operate AI-powered pipelines to capture knowledge from enterprise systems, meeting transcripts, and engagement artifacts.
• Define and evolve the conceptual knowledge model, including key entities, relationships, and ontology governance.
• Manage and optimize AI agents, including prompt design, evaluation, and performance tuning.
• Define content-type-specific chunking strategies for consulting artifacts and work with Engineering to implement retrieval-ready knowledge structures.
• Define requirements and participate in embedding and vectorization evaluation to ensure captured knowledge can be effectively discovered through semantic search and AI-powered retrieval.

Skills

Knowledge management

Information architecture

Semantic technologies

Data engineering

AI workflows in production

Cross-functional collaboration

Tools

Confluence

SharePoint

Notion Enterprise

Gainsight Knowledge

Guru

Job description

Autodesk’s Technical Advisory group is building a scalable knowledge platform to convert implementation experiences into structured, reusable guidance within Workflow Advisory. The Principal Knowledge Acquisition Analyst will design and operate AI-powered pipelines that capture knowledge from enterprise engagements and transform it into template-aligned outputs for downstream content production.

You’ll own the upstream knowledge pipeline, from extraction to delivering high-quality structured