Senior Knowledge Automation Architect (AI Pipelines)

Autodesk; Poland; Remote; PLN 188,000 - 275,000; Full time

Job summary

Autodesk is seeking a Principal Knowledge Acquisition Analyst to design and operate AI-powered pipelines that capture knowledge from engagements and transform it into structured outputs aligned with the content model.

You will define the knowledge model, manage AI agents, and ensure secure handling of sensitive information while collaborating with product, engineering, and domain experts. This role emphasizes scalable, reusable knowledge at enterprise scale.

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 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 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

Data engineering

AI/LLM workflows

Cross-functional collaboration

Tools

Confluence

SharePoint

Notion Enterprise

Gainsight Knowledge

Guru

OpenAI/AzureOpenAI

Anthropic Claude

Google Gemini

LangSmith

TruLens

Semaphore

PoolParty

Neo4j Bloom

Unstructured.io

LlamaParse

Job description

Autodesk is seeking a Principal Knowledge Acquisition Analyst to design and operate AI-powered pipelines that capture knowledge from engagements and transform it into structured outputs aligned with the content model.

You will define the knowledge model, manage AI agents, and ensure secure handling of sensitive information while collaborating with product, engineering, and domain experts. This role emphasizes scalable, reusable knowledge at enterprise scale.