Jobs at Unstructured

Unstructured is the industry leader in ETL for LLMs—powering the next wave of generative AI. In just two years, we’ve raised $65M+ from top-tier investors like Menlo Ventures, Bain Capital, Databricks, Nvidia, Microsoft, and IBM.

Our open-source toolkit has been downloaded over 36 million times, with adoption by 50,000+ companies—including nearly half the Fortune 500. We just launched our Serverless API in June (already processing millions of pages!) and are rolling out our no-code RAG transformation platform in August.

Our mission? Empowering enterprises and the USG with actionable intelligence from PDFs, docs, emails, images, and more.

Unstructured is solving one of the most fundamental bottlenecks in enterprise AI: making unstructured data usable for LLMs. More than 80 percent of enterprise data sits locked in documents, PDFs, slides, and reports that traditional databases cannot handle. While RAG has become the default pattern for grounding LLMs in enterprise-specific data, organizations need reliable ETL pipelines to extract, chunk, and transform document data into embeddings that can be stored in vector databases. This is Unstructured’s wedge. Its open-source library has been downloaded over 6 million times, integrated into thousands of GitHub repos, and now powers production pipelines across startups, enterprises, and the public sector. With connectors for dozens of data sources, APIs for programmatic integration, and a growing cloud platform, Unstructured has become the go-to data prep layer for AI-native applications.

The traction validates both product-market fit and developer love. Customers are already using Unstructured in production for enterprise search, chat-your-docs, and large-scale RAG systems, while the open-source community drives adoption and extensibility. CEO Brian Raymond brings a rare mix of public sector, startup, and leadership experience, attracting an A-tier team and top investors including Menlo, Madrona, Bain, and M12. By establishing itself as the default ETL for AI, Unstructured is embedding deeply into the AI application stack in the same way that Datadog did for observability or Fivetran for analytics. As LLM adoption accelerates and enterprises look to unlock the 80 percent of their data that is still untapped, Unstructured is positioned to be a core piece of infrastructure powering the next generation of intelligent applications.

Written as of August 2025