Lever Jobs Scraper & API

Lever Jobs Scraper & API — search 75,000+ live jobs scraped from Lever, the ATS of VC-backed startups and scale-ups, used by companies like Mistral AI, Zoox, Shield AI, and Appen. One normalized JSON schema, verified daily, zero ghost jobs. Open the actor, hit Try for free, and run the default input (queries: ["Software Engineer", "Product Manager"]) — no code or API key required.

What does Lever Jobs Scraper do?

• Searches 75,000+ live Lever jobs across thousands of company boards in one call — no board tokens, no per-company setup
• Filters by work model, employment type, experience level, salary range, skills, companies, and posting date
• Excludes noise with negative keywords — prefix any query token with - (["Software Engineer", "-staff"])
• Returns de-duplicated, verified listings — duplicates merged by company + canonical title + listing URL, expired jobs removed daily, so no ghost jobs
• Enriches every job with AI-extracted data: typed hard/soft skills, responsibilities, benefits, a 2–3 sentence summary, geocoded locations, USD-normalized salaries, and work-authorization signals (H1B sponsorship, clearance)
• Optionally attaches the full company profile — funding, leadership, ratings, tech stack, H1B history — with one switch
• Exports to JSON, CSV, or Excel, and plugs into schedules, webhooks, Zapier, Make, and the Apify API

Why scrape Lever jobs?

Lever is the applicant tracking system a generation of VC-backed startups and scale-ups grew up on. Its boards lean toward product and engineering organizations that hire in bursts — AI labs, autonomous-vehicle and defense-tech companies, healthcare scale-ups, global digital consultancies — and every listing is a real requisition posted directly by the employer, not an aggregator copy. If you want to know which startups are actually growing, and which roles they're growing into, Lever boards are primary-source data.

Jobo's live Lever index currently holds 75,000+ open roles, about two-thirds of them in the United States, with Canada and Brazil next. Companies hiring through Lever right now include Mistral AI, Zoox, Shield AI, LifeStance Health Group, Appen, Mendix, CI&T, and Knix Wear — alongside thousands of smaller startups and scale-ups.

Can I use the official Lever API instead?

Lever's official Postings API is strictly per-company: you fetch api.lever.co/v0/postings/{site} for one company slug at a time, there is no endpoint to enumerate which companies exist, and some employers disable it entirely. No ATS offers a public cross-company search API. That's the gap this actor closes: one query across every Lever board Jobo indexes, with fields the official feed doesn't provide — geocoded locations, USD-normalized salaries, and AI-extracted skills.

What data can you extract from Lever?

Every result is a structured job record in Jobo's normalized schema — the same shape across all Jobo actors, so you can mix sources freely. Highlights:

Field	Description
title / normalized_title	Raw posting title + canonical title for grouping
company	Company preview: name, website, logo, summary, industries (+ id for enrichment)
locations	Geocoded: city, region, country, latitude/longitude
compensation	{min, max, currency, period}, normalized to annual USD for filtering
employment_type / workplace_type / experience_level	e.g. "Full-time" / "Remote" / "Mid Level"
qualifications	AI-extracted must-have & preferred skills (typed hard/soft), education, certifications
responsibilities / benefits	Bullet lists extracted from the description
summary / description	2–3 sentence AI recap + full description, HTML stripped
listing_url / apply_url	Canonical Lever listing + direct apply link
is_h1b_sponsor / is_work_auth_required / is_clearance_required	Work-authorization signals
date_posted / created_at / updated_at	Employer posting date + Jobo index/refresh timestamps
source	Always "lever" for this actor

Set include_company_details: true to replace the company preview with the fully enriched profile: funding rounds and investors, leadership, employee ratings, tech stack, headcount and revenue bands, and H1B filing history. The complete field list is on this page's Output schema tab and at docs.jobo.world.

How much does it cost?

This actor uses pay-per-result pricing: you pay a fixed rate per job record returned — the current rate is in the pricing box on this page. There are no separate compute, proxy, or storage charges, and a run never returns more than page_size results, so spend is fully predictable. Apify's free plan includes enough credit to pull thousands of jobs, so you can evaluate the full dataset before paying anything.

How do I scrape Lever jobs?

1. Open the actor and click Try for free — you'll need a free Apify account.
2. Enter your search on the Input tab: keep the default queries (["Software Engineer", "Product Manager"]) or add your own titles and locations.
3. Narrow with filters (optional): work model, experience level, salary range, skills, or specific companies.
4. Click Start. A typical run finishes in under a minute.
5. Export your results from the Output tab as JSON, CSV, or Excel — or connect a schedule, webhook, or integration to make it run on autopilot.

⬇️ Input

Every field is optional — an empty input returns the newest Lever jobs. Up to 5 queries are OR-ed together; prefix a token with - to exclude it.

Parameter	Type	Description
queries	array (≤5)	Job titles or keywords, OR-ed. -token excludes.
locations	array	Cities, regions, or countries — geocoded server-side.
work_models	array	remote, hybrid, onsite.
employment_types	array	full-time, part-time, contract, internship, freelance, temporary.
experience_levels	array	intern, entry, mid, senior, lead, executive.
skills_include / skills_exclude	array	Match against AI-extracted skills.
companies_include / companies_exclude	array	Filter by company name (case-insensitive).
min_salary_usd / max_salary_usd	integer	Annual USD bounds; jobs without a disclosed salary are excluded when set.
posted_after / posted_before	string	ISO 8601 (2026-01-01) or relative (7 days ago).
page / page_size	integer	Page 1–100 × 1–100 results per page (default 50).
include_company_details	boolean	Attach the full enriched company profile (default false).

The full input schema with defaults is on this page's Input schema tab.

Remote roles, biggest page

{
  "queries": ["Software Engineer"],
  "work_models": ["remote"],
  "page_size": 100
}

Senior ML and robotics roles at Mistral AI, Zoox, and Shield AI

{
  "queries": ["Machine Learning Engineer", "Robotics Engineer"],
  "companies_include": ["Mistral AI", "Zoox", "Shield AI"],
  "experience_levels": ["senior", "lead"],
  "page_size": 100
}

⬆️ Output example

Results land in the dataset under two views: Lever Job Listings (one row per job) and Company details (populated when include_company_details is on). Export as JSON, CSV, or Excel. A typical record:

{
  "id": "6cef1e14-a3fa-4abf-9fe7-b6e8cc156477",
  "title": "Software Engineer",
  "normalized_title": "Software Engineer",
  "summary": "Design, develop, and maintain scalable backend systems and APIs using Java. Collaborate with engineering teams to build reliable software solutions…",
  "company": {
    "id": "e2491c13-02b8-405d-bbd7-f048ab10f8a4",
    "name": "Jobgether",
    "website": "https://jobgether.com/",
    "logo_url": "https://images.jobo.world/logos/jobgether.jpg",
    "industries": ["HR & Staffing"],
    "details_url": "https://connect.jobo.world/api/companies/e2491c13-02b8-405d-bbd7-f048ab10f8a4"
  },
  "locations": [
    {
      "location": "India",
      "country": "India",
      "latitude": 22.3511148,
      "longitude": 78.6677428
    }
  ],
  "employment_type": "Full-time",
  "workplace_type": "Remote",
  "experience_level": "Entry Level",
  "qualifications": {
    "must_have": {
      "education": ["Bachelor's degree in Software Engineering, Information Technology, Computer Science, or a related field"],
      "skills": [
        { "name": "Java", "type": "hard" },
        { "name": "Java web services", "type": "hard" },
        { "name": "REST APIs", "type": "hard" }
      ]
    }
  },
  "listing_url": "https://jobs.lever.co/jobgether/e220c064-d422-4a41-a17d-45da33010a51",
  "apply_url": "https://jobs.lever.co/jobgether/e220c064-d422-4a41-a17d-45da33010a51/apply",
  "source": "lever",
  "date_posted": "2026-07-08T12:54:35Z",
  "description": "…full job description, HTML stripped…"
}

What can you expect from a run?

• One run returns one page — up to 100 results per call. Walk page 1→100 to reach 10,000 jobs per query; for full-inventory pulls use ATS Jobs Feed (cursor pagination, 1,000 jobs per batch).
• Freshness: every listing is re-verified daily; expired jobs are removed within 24 hours of disappearing from the source board.
• Salaries are normalized to annual USD using current FX rates, so min_salary_usd works across currencies.
• Geocoding is best-effort — loose strings like "Worldwide" won't geocode, but the raw location string is always preserved.
• industries can be empty for long-tail companies that Jobo's enrichment pipeline hasn't profiled yet.
• source is always "lever" — handy for provenance when you mix datasets from several Jobo actors.

Integrations, API & MCP

Everything on the Apify platform works out of the box: schedules (hourly/daily/weekly runs), webhooks on run completion, and one-click integrations with Zapier, Make, n8n, Slack, Google Sheets, and Google Drive.

Prefer code? Call this actor as a Lever jobs API from Python or JavaScript with the Apify API clients — start a run, wait for it, and page through the dataset in a few lines (ready-made snippets are in the API section of this page). AI agents can run it through the Apify MCP server, which exposes this actor as a tool.

Use cases

Who	What for
Job boards	Startup-focused aggregators built on Lever's VC-backed scale-up inventory
AI agents	Career copilots and résumé-matching agents grounded in live startup openings
Recruiters	Sourcing intel on who's hiring at Mistral AI, Zoox, Shield AI, and thousands of peers
HR tech	Market dashboards scoped to the startups and scale-ups that hire on Lever
Salary research	Compensation benchmarks from disclosed startup salary ranges
Market research	Hiring velocity as a growth signal across venture-backed companies

❓ FAQ

Should I use this actor or ATS Jobs API?

Use this actor if you only need Lever — simpler input, identical output schema. Use ATS Jobs API to search Lever together with Workday, SmartRecruiters, iCIMS, and 70+ other platforms in one call.

How do I download more than 10,000 jobs?

Use ATS Jobs Feed — it streams the full inventory with cursor pagination at 1,000 jobs per batch, built for ETL pipelines.

Are duplicate listings removed?

Yes. Jobo de-duplicates by company + canonical title + listing URL before results are returned, so cross-posted duplicates of the same role are merged.

Can I filter by salary?

Yes — min_salary_usd / max_salary_usd, matched against USD-normalized compensation. Jobs that don't disclose a salary are excluded whenever a salary filter is set.

How fresh is the data?

New Lever jobs are indexed within 24 hours of appearing; every listing is re-verified daily and removed within 24 hours of expiring.

Is Lever still widely used?

Yes. But it remains a deep, active source: Jobo currently indexes 75,000+ live jobs on Lever boards, including current openings at Mistral AI, Zoox, and Shield AI. For hiring data what matters is live inventory, and Lever's is still substantial.

Does this actor cover private or unlisted Lever postings?

No — it indexes publicly published job sites only, the listings employers post to be found. Internal-only or unlisted requisitions never appear.

Where can I check if the API behind this actor is up?

At jobo.world/status — the live status page for the Jobo Connect API that powers every Jobo actor.

⚖️ Is it legal to scrape Lever job listings?

Yes — this actor only extracts publicly posted job listings, the content employers publish specifically to be found and shared. It does not collect private user data. Note that scraped results can incidentally contain personal data (e.g., a recruiter's name in a job description); personal data is protected by the GDPR and similar regulations, so only process it with a legitimate reason and consult a lawyer if unsure. Read more in Apify's guide to the legality of web scraping.

Lever is a trademark of Lever. This actor is an independent product and is not affiliated with, endorsed by, or sponsored by Lever.

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About Jobo & support

Jobo builds job-data infrastructure: a normalized, daily-verified index of jobs scraped directly from company ATS boards, powering job boards, AI agents, and HR-tech products.

• Questions or bugs? Open a ticket on this actor's Issues tab — issues are answered within hours.
• Website: jobo.world · Enterprise API: jobo.world/enterprise · API status: jobo.world/status
• Email: enrico@jobo.world