Senior Knowledge Automation Architect - AI Pipelines

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

Job summary

Autodesk, Inc. seeks a Principal Knowledge Acquisition Analyst to design and operate AI-powered pipelines that capture and transform knowledge from consulting engagements into structured, reusable inputs for content production.

You will shape the knowledge model, manage AI agents, and ensure outputs align with the content model, while maintaining security and governance standards across data sources.

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.
• Experienced in using technologies such as knowledge management platforms: Confluence, SharePoint, Notion Enterprise, Gainsight Knowledge, Guru AI / LLM : OpenAI / AzureOpenAI , Anthropic Claude, Google Gemini Agentic Workflow & Orchestration: ReAct (Reason + Act), Chain of Thought (CoT) patterns AI Operations: Prompt design and evaluation, LLM output evaluation and benchmarking, Model monitoring and QA, RAG evaluation frameworks (e.g., RAGAS), retrieval observability tools (e.g., LangSmith, TruLens), Vector Databases, Markdown files Knowledge Modeling & Semantic Technologies: Taxonomy and ontology management platforms (e.g., Semaphore, PoolParty), knowledge graphs, entity resolution and semantic enrichment tools, graph exploration platforms (e.g., Neo4j Bloom) AI Extraction & Document Processing: Unstructured.io, LlamaParse, document intelligence and content extraction platforms Cloud environments: Azure, AWS, Google

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 required to organize and retrieve implementation knowledge at scale.
• 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.
• Define requirements and track quality metrics (accuracy, completeness, error rates) and continuously improve pipeline performance.
• Ensure secure handling of sensitive information, including automated redaction and compliance with governance standards.

Skills

Knowledge management

Information architecture

Semantic technologies

Data engineering

AI/LLM workflows

Data pipelines

Cross-functional collaboration

Tools

Confluence

SharePoint

Notion Enterprise

Gainsight Knowledge

Guru AI / LLM

Azure OpenAI

Job description

Autodesk, Inc. seeks a Principal Knowledge Acquisition Analyst to design and operate AI-powered pipelines that capture and transform knowledge from consulting engagements into structured, reusable inputs for content production.

You will shape the knowledge model, manage AI agents, and ensure outputs align with the content model, while maintaining security and governance standards across data sources.