Unstructured logo
Unstructured logo

Unstructured

unstructured.io
unstructured.io • HQ: San Francisco, United States • Founded 2022
HQ: San Francisco, United States • Founded 2022
Actively hiring
Books
Artificial Intelligence
LLM & Generative AI
As featured in
Mark Kikta
newsfinanceai.com
Databricks
Medium
gptw_us
MarketWatch
View 3 jobs
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Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials

Overview

Unstructured is a company founded in 2022 that builds the ingestion layer for enterprise generative artificial intelligence. Its open-source library and platform convert PDFs, presentations, emails and images into clean, chunked text ready for embedding and retrieval. It became a standard preprocessing step for teams connecting language models to internal documents.

News

News Mark Kikta 1 month ago
Designing an MCP Server for Unstructured Data
Mark Kikta
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Report
News newsfinanceai.com 4 months ago
A tool to turn unstructured financial news into actionable insights Read more
Report
News databricks 4 months ago
Agentic reasoning in practice: Making sense of structured and unstructured data Databricks Blog
Build more accurate AI agents with hybrid reasoning across structured and unstructured data. See how Supervisor Agent improves performance on complex enterprise tasks.
Read more
Report
News medium.com 5 months ago
BigQuery Graph Series Tutorial: Build a Graph from Unstructured Data Read more
Report
News gptw us 6 months ago
Unstructured
99% of employees at Unstructured say it is a great place to work
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Technologies

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Tech DNA
Python
SQL
FastAPI
CrewAI
DeepEval
PostgreSQL
Chroma
ElasticSearch
AWS
Azure
GCP
LLM
AI/ML
Python
SQL
Databricks
Unstructured.io
AWS
Kubernetes
Vector
PostgreSQL
LLM
RAG
Azure
GCP
AWS Lambda
Docker
Amazon S3
Chroma
ElasticSearch
Neo4j
pgvector
Pinecone
Weaviate
Embeddings
Arize Phoenix
AWS Bedrock
CrewAI
DeepEval
DSPy
Fine-tuning
Hallucination
LangChain
LangGraph
Multimodal AI
NLP
Reranking
Sentence-Transformers
spaCy
Transformers
Amazon SageMaker
AI Agents
Other
FedRAMP
FastAPI
Stack modernity Cutting-edge AI adopter
77/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python 3 jobs Required
Unstructured.io 3 jobs Required
Databricks 3 jobs Required
AWS 2 jobs Required
Kubernetes 2 jobs Required
PostgreSQL 2 jobs Required
LLM 2 jobs Required
RAG 2 jobs Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
19%
AWS
15%
Kubernetes
14%
SQL
13%
LLM
13%
GCP
12%
Share of companies in the same industry that use each technology.
Stack changes
AI Agents Aug 2026
Amazon SageMaker Aug 2026
Amazon S3 Aug 2026
Weaviate Aug 2026
Transformers Aug 2026
SQL Aug 2026
spaCy Aug 2026
Sentence-Transformers Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Similar stack
Roche Poland 38 shared technologies Jobgether 37 shared technologies Citi 37 shared technologies Booz Allen Hamilton 37 shared technologies Tiger Analytics 36 shared technologies S&P Global 36 shared technologies

Growth

Hiring Momentum
38/100
Slowing
Open positions
3
0 opened / 0 closed in 30 days
ATS activity
Every ~3 days
08/30/2026
Hiring Dynamics 0%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Backend
67% ▼
AI/ML
33% ▼
Activity Timeline
Added Weaviate to stack Aug 2026
Added Transformers to stack Aug 2026
Added SQL to stack Aug 2026
Added spaCy to stack Aug 2026
Added Sentence-Transformers to stack Aug 2026
Added Reranking to stack Aug 2026
Added Pinecone to stack Aug 2026
Added pgvector to stack Aug 2026
Added NLP to stack Aug 2026
Added Neo4j to stack Aug 2026
Added Multimodal AI to stack Aug 2026
Added LangGraph to stack Aug 2026

Jobs

AI Engineer - Public Sector

 Verified live · 2 days ago 4 months ago
In office • Full-Time
Python
SQL
FastAPI
Databases
Chroma
Databricks
ElasticSearch
Neo4j
pgvector
Pinecone
Weaviate
PostgreSQL
AI/ML
Arize Phoenix
AWS Bedrock
CrewAI
DeepEval
DSPy
Fine-tuning
Hallucination
LangChain
LangGraph
LLM
Multimodal AI
NLP
RAG
Reranking
Sentence-Transformers
spaCy
Transformers
Unstructured.io
Amazon SageMaker
AI Agents
DevOps
AWS
AWS Lambda
Docker
Vector
Amazon S3
Apply

Principal + Staff Software Engineers

 Verified live · 2 days ago 4 months ago
In office • Full-Time • 10+ years exp
Python
Databricks
PostgreSQL
AI/ML
Embeddings
LLM
RAG
Unstructured.io
DevOps
Kubernetes
Vector
Apply

Software Engineer - Public Sector

 Verified live · 2 days ago 4 months ago
In office • Full-Time • 5+ years exp
Python
Databricks
AI/ML
Unstructured.io
DevOps
AWS
Azure
GCP
Kubernetes
Cybersecurity
FedRAMP
Apply