Parallel
parallel.ai
Actively hiring
AI Development Tools
AI Search
AI Agents
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Overview
News
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials
Funding and backers
Total raised
$130M
2 rounds on record
Latest round
$100M
Series B · 2026 · 3 mo ago
Team
746
US Form 5500 (plan participants) · Dec 2025 · +16% in a year
Hiring now
24
+8 posted in 30 days
Backers
5
Abstract, Index Ventures
The money's age
Fresh money
3 months since the last round · and hiring
Momentum
63/100
hiring for its size, in the news, fresh money, rising traction
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
2026
Raised a round Series B $100M
Nov 6, 2025
On the Hacker News front page The Parallel Search API · 123 points
2024
Raised a round Venture round $30M
2023
Founded
Tractionpublic signals, read monthly
Web presence
top 0.01%
of 133.2M domains by links, Common Crawl
Hacker News stories
15
best: 123 points
Funding rounds
| Round | Date | Amount | Investors | Source |
|---|---|---|---|---|
| Series B | 2026 | $100M | — | techcrunch.com |
| Venture round | 2024 | $30M | — | entrackr.com |
Registers and programsofficial lists and records that name the company
| Legal entity | Parallel Web Systems Inc. | its site |
Founders and leadersfrom filings, registers and the company's site
Parag AgrawalFounder & CEO
Backed byfrom the funds' portfolios and accelerator catalogs
Abstract 
Index Ventures 
Scribble Ventures 
Spark Capital 
SV Angel Investors in similar startupsfunds that back the companies most like this one
Similar startupsby what they do, their industry and backers
Tako builds an answer engine API that grounds AI applications and agents in authoritative, licensed data as well as the web and returns…
NewsCatcher provides a recall-first Web Search API (CatchAll) and News API for AI agents and enterprise teams. 86% recall. 2B+ page index…
Browser Use builds software that lets AI agents control web browsers, offered as an MIT-licensed open-source library and as a paid cloud…
Liner builds an AI search engine and research agents that answer questions with citations to academic papers and vetted websites, aimed at…
Turn verified customer expertise into AI-visible content. Increase citations in AI overviews with authentic community-generated product…
Anchor Browser builds a cloud browser platform that lets AI agents carry out web tasks for enterprises, including work inside internal…
How Parallel hires
Truth index
B 75/100
Ghost roles
0%
Stale roles
100%
Reposted roles
0%
Parallel scores B on the Alion truth index (A is best, E worst), measured over 7 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
Parallel Web Systems builds web search and research APIs for AI agents, used by developers and enterprises that need agents to find and synthesize public web data. It runs its own web-scale index of billions of pages updated daily and offers a Search API, a Task API for web enrichment and deep research with citations, and related tools for automated data collection. Founded in 2023 by former Twitter CEO Parag Agrawal, it serves more than 100,000 developers and customers such as Clay, Harvey and Notion, and has raised $230 million, including a $100 million Series B led by Sequoia in 2026.
News
Two parallel neural ectoderm progenitors contribute to the developing brain
When and how different brain regions diversify from one another remains unresolved. Does a common neural ectoderm progenitor generate the entire brain? Or do multiple neural ectoderm progenitors exist, each restricted to form specific brain regions? Here
Read more
Report
Anthropic's new Claude Code feature could drain your plan before lunch
Anthropic redesigns Claude Code Projects around a coordinator that breaks engineering goals into parallel threads, adding shared memory and usage trade-offs.
Read more
Report
Parallel coding agents without the carnage
Git merged both branches cleanly and the design still broke. Worktrees isolate files, not plans.
Read more
Report
Parallel Constrained Decision Engine - a Hugging Face Space by drinkmoonshine
Enter a text document and a JSON schema that describes the information you want to extract. The app runs a fast parallel constrained decoding method and a standard generation method, showing the ge...
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Report
Progressive disclosure for mathematical proofs
What can mathematics borrow from coordinated vulnerability disclosure? A registry of work in progress with verifiable timestamps, shared in gradually widening circles.
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Report
PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents
Kun Li, Zexuan Qiu and Tianhua Zhang with Irwin King and Helen Meng at the Chinese University of Hong Kong present PARSER, which gives every document chunk its
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Report
DFlash 2: Keep Drafting Parallel
DFlash 2 is the successor to our widely deployed parallel drafter: close to 3 the speed of autoregressive decoding, with the same output. Drafters for Qwen3.8-27B and Meta's Muse Glimmer are out today.
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Report
The Rewards of Parallel Careers
Peter Drucker believed we should engage in simultaneous work pursuits. Learn from examples in the creative industries and from lawyers, physicians, and other knowledge workers.
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Report
An Interview with Parallel Founder Parag Agarwal About Valuing Content on the Agentic Web
An interview with Parallel founder Parag Agarwal about valuing content and incentivizing its creation in a world of agents (plus questions about Twitter).
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Report
Show more news
Tech stack
Technologies named in job postings at Parallel over the last 12 months, by layer, with the share of postings for each.
Technologies in use
14
Postings analysed
25
Stack modernity
81/100AI adopter
Languages
Python8%
TypeScript4%
SQL4%
Cloud & platforms
Kubernetes8%
Spark8%
GCP4%
AI & ML
LLM8%
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Full Parallel tech stack
14 technologies · by team · pay by technology · changes · similar stacks
Salary insights
Compensation ranges based on this company's open jobs
Median
$300k
Typical range
$130k – $450k
Open positions
20
10
Jobs
Junior
10%
Senior
20%
Staff
70%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 1 | $300k | $300k |
| Senior | 2 | $250k | $250k |
| Staff | 7 | $300k | $300k – $450k |
Highest paying role
Controller
$450k
Normalized to USD per year
All salaries at Parallel
By role, level and city, against the market · 20 jobs with pay
Products
Task API
Runs web research and enrichment tasks that return structured, cited outputs. Used for deep research and bulk data enrichment.
parallel.ai
Search API
Web search API built for AI agents over Parallel's own index. Returns ranked, token-efficient excerpts for LLM context.
parallel.ai
People
Parag Agrawal
Founder & CEO
Former CEO and CTO of Twitter. Founded Parallel Web Systems in 2023.
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
64/100
Growing
Open positions
24
5 opened / 2 closed in 30 days
Median time-to-fill
61 days
faster than 22% of the market
ATS activity
Every ~3 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.
Sales
20% ▲
HR
15%
Legal
15%
AI/ML
10% ▲
Finance
10% ▼
Data Science
5% ▼
Activity Timeline
Added Threat Modeling to stack
Sep 2026
Added GCP to stack
Sep 2026
Added Terraform to stack
Sep 2026
Added Spark to stack
Sep 2026
Added SOC 2 to stack
Sep 2026
Added Python to stack
Sep 2026
Added Platform Engineering to stack
Sep 2026
Added Kubernetes to stack
Sep 2026
Added Agentic Workflows to stack
Sep 2026
Added SQL to stack
Sep 2026
Added GDPR to stack
Sep 2026
Added RAG to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
3
Hiring now
3
Countries
1
Busiest office
Palo Alto
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Headquarters
Builds here
Office with open vacancies
Tap a pin for the office
Palo Alto
United States
HQ
5 open roles 4 posted in 90 days 20% engineering 50-200 est. staff $216k Avg Salary
hires for HR, AI/ML, Legal
San Francisco
United States
Engineering / R&D
20 open roles 17 posted in 90 days 35% engineering 200-500 est. staff $291k Avg Salary
hires for AI/ML, Sales, Design
New York
United States
Sales office
6 open roles 5 posted in 90 days 50-200 est. staff $263k Avg Salary
hires for Sales, HR, Solutions
Jobs
≈ $120k – $289k per year (Estimated) • In office • Full-Time • San Francisco
AI Agents
Apply
$150k – $300k per year • In office • Full-Time • San Francisco
Python
Spark
AI Agents
DevOps
Terraform
Kubernetes
Platform Engineering
Cybersecurity
SOC 2
Apply
$150k – $300k per year • In office • Full-Time • San Francisco
Python
TypeScript
Spark
AI Agents
LLM
DevOps
GCP
Kubernetes
Cybersecurity
Threat Modeling
Apply
$150k – $300k per year • In office • Full-Time • San Francisco • New York
AI Agents
Apply
$150k – $300k per year • In office • Full-Time • Bachelor's Degree • San Francisco
AI Agents
Apply
$150k – $300k per year • In office • Full-Time • Bachelor's Degree • San Francisco
Fine-tuning
AI Agents
Apply
$150k – $300k per year • In office • Full-Time • Bachelor's Degree • San Francisco
AI Agents
Reranking
Apply
$150k – $300k per year • In office • Full-Time • Bachelor's Degree • Palo Alto
AI Agents
LLM
Apply
$150k – $300k per year • In office • Full-Time • Bachelor's Degree • San Francisco
TypeScript
AI Agents
DevOps
Vercel
Apply
Apply
Financials
Total raised
$130M
Latest round
Series B
Funding rounds
2
Investors
4
Funding rounds
Key Investors
Khosla Ventures
Khosla Ventures is a Menlo Park venture capital firm investing in early-stage technology companies.
khoslaventures.com
Sequoia Capital
Sequoia Capital is a Menlo Park venture capital firm investing in technology companies from seed to growth stage.
sequoiacap.com
Index Ventures
Index Ventures is a venture capital firm based in London and San Francisco investing in technology companies.
indexventures.com
Kleiner Perkins
Kleiner Perkins is a Menlo Park venture capital firm investing in early and growth-stage technology companies.
kleinerperkins.com