Unstructured
unstructured.io
Actively hiring
Data Engineering & Migration Services
Document AI
As featured in
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Overview
News
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials
Funding and backers
Total raised
$68.2M
8 rounds on record
Latest round
$43.2M
Venture round · Feb 2024 · 2 yr ago
Team
11-50
employees, estimated range
Hiring now
4
open roles
Grants
$5.6M
6 grants · CORDIS
Backers
3
Madrona, Menlo Ventures
The money's age
Long since its last round
31 months since the last round · hiring slowed
Momentum
15/100
in the news
Last sign of life
this month
a posting or a news item
The story so fareach stage dated by its source: the company's releases, the press, registers, filings
Sep 15, 2025
Won a grant $968k · CORDIS
Sep 3, 2025
Won a grant $2M · CORDIS
Aug 27, 2025
Won a grant $140k · CORDIS
Mar 18, 2024
Board appointment Tim Tully, Director · SEC Form D
Feb 20, 2024
Raised a round Venture round $43.2M · SEC Form D
Sep 6, 2023
Won a grant $1.2M · CORDIS
Jul 19, 2023
Raised a round Seed $25M
Mar 1, 2023
Won a grant $1.2M · CORDIS
Nov 3, 2022
Won a grant $75k · CORDIS
2022
Founded
Tractionpublic signals, read monthly
Web presence
top 0.34%
of 133.2M domains by links, Common Crawl
Hacker News stories
11
best: 60 points
Funding rounds
| Round | Date | Amount | Investors | Source |
|---|---|---|---|---|
| Grant | Sep 2025 | $968k | — | CORDIS |
| Grant | Sep 2025 | $2M | — | CORDIS |
| Grant | Aug 2025 | $140k | — | CORDIS |
| Venture round | Feb 2024 | $43.2M | — | SEC Form D |
| Grant | Sep 2023 | $1.2M | — | CORDIS |
| Seed | Jul 2023 | $25M | — | businesswire.com |
| Grant | Mar 2023 | $1.2M | — | CORDIS |
| Grant | Nov 2022 | $75k | — | CORDIS |
Registers and programsofficial lists and records that name the company
| Legal entity | Unstructured Technologies, Inc. | SEC Form D |
Founders and leadersfrom filings, registers and the company's site
Brian RaymondExecutive Officer, DirectorSEC Form D
Backed byfrom the funds' portfolios and accelerator catalogs
Madrona 
Menlo Ventures 
Shield Capital Investors in similar startupsfunds that back the companies most like this one
Similar startupsby what they do, their industry and backers
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How Unstructured hires
Truth index
B 75/100
Ghost roles
0%
Stale roles
100%
Reposted roles
0%
Unstructured scores B on the Alion truth index (A is best, E worst), measured over 4 open roles re-checked against its own hiring board: 0% look like ghost listings, 100% have gone stale and 0% are the same role posted again. It measures how much of what this employer publishes turns into a real, finite search - not the employer as a workplace. How the index is computed
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
Report
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
Report
Unstructured.io Joins Palantir FedStart Program to Accelerate Federal Adoption of AI-Ready Data Solutions Through FedRAMP High and IL-5 Authorizations
Read more
Report
Unstructured Data Management Tips
Managing unstructured data can be both challenging and confusing. A few handy tips can make the task much faster and easier.
Read more
Report
Show more news
Tech stack
Technologies named in job postings at Unstructured over the last 12 months, by layer, with the share of postings for each.
Technologies in use
42
Postings analysed
4
Stack modernity
78/100AI adopter
Languages
Python
SQL
Frameworks & libraries
FastAPI
CrewAI
DSPy
DeepEval
Databases
PostgreSQL
Chroma
ElasticSearch
Neo4j
Cloud & platforms
Databricks
AWS
Kubernetes
Azure
AI & ML
LLM
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Full Unstructured tech stack
42 technologies · by team · pay by technology · changes · similar stacks
People
Brian Raymond
Executive Officer, Director
Enrique Salem
Director
Karan Mehandru
Director
Tim Tully
Director
Names and roles come from public filings, company registers and the company's own site. Is this you? Correct or remove · How we handle this data
Growth
Hiring Momentum
58/100
Growing
Open positions
4
0 opened / 0 closed in 30 days
ATS activity
Every ~4 hours
Today
Hiring Dynamics
+100%
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
50% ▼
AI/ML
25% ▼
Sales
25% ▼
Activity Timeline
Added Tool Use to stack
Sep 2026
Added Multi-Agent Systems to stack
Sep 2026
Added Agentic Workflows to stack
Sep 2026
Added ETL/ELT to stack
Sep 2026
Added AI Agents to stack
Aug 2026
Added Amazon SageMaker to stack
Aug 2026
Added Amazon S3 to stack
Aug 2026
Offices
Where the company hires and what each office is for
Cities
1
Hiring now
0
Countries
1
San Francisco
United States
HQ
10-50 est. staff
Jobs
Remote (likely United States) • Top Secret • Full-Time
Python
SQL
FastAPI
Databases
PostgreSQL
Weaviate
Neo4j
Databricks
Chroma
pgvector
Pinecone
ElasticSearch
AI/ML
LangGraph
LangChain
Unstructured.io
DSPy
Sentence-Transformers
Fine-tuning
Multimodal AI
AI Agents
NLP
Arize Phoenix
DeepEval
spaCy
AWS Bedrock
Transformers
CrewAI
LLM
RAG
Hallucination
Reranking
Amazon SageMaker
Agentic Workflows
Multi-Agent Systems
Tool Use
DevOps
AWS
Docker
AWS Lambda
Amazon S3
Apply
Remote (likely United States) • Full-Time • 10+ years exp
Python
PostgreSQL
Databricks
AI/ML
Unstructured.io
Embeddings
LLM
RAG
DevOps
Kubernetes
Apply
Remote (United States) • TS/SCI • Full-Time • 5+ years exp
Python
Databricks
AI/ML
Unstructured.io
DevOps
GCP
Azure
AWS
Kubernetes
Cybersecurity
FedRAMP
Apply
Financials
Total raised
$73.8M
Latest round
Grant
Funding rounds
8