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  • Home
  • Recruitment
  • Extract Job Recruitment HR Data - Web Scraping Job Recruitment HR Data
💼 · Jobs · Recruitment · Indeed · LinkedIn · Glassdoor · Salary

HR & Recruitment Data Scraping Services

Extract job listings, salary data, company profiles, skills demand, and hiring velocity from Indeed, LinkedIn, Glassdoor, and 100+ job boards.

Get Free Recruitment Sample → Data Fields → icons Demo
✓ 99% accuracy ✓ US-headquartered ✓ Plans from $500/mo
100+ Job Boards
10M+ Listings
Salary Data
Skills Demand
4,000+ Clients
$500 Start
What We Scrape

Everything HR & Recruitment Data Shows — We Extract It All

Recruitment data — listings, salary ranges, skills demand, company profiles, hiring velocity.
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Job Listings

Title, company, salary, location, requirements, remote flag.
  • Title
  • Salary
  • Location
  • Requirements
  • Remote
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Salary Data

Ranges, comp bands, equity, bonus signals, benefits.
  • Ranges
  • Bands
  • Equity
  • Bonus
  • Benefits
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Company Profiles

Name, size, industry, rating, culture, CEO approval.
  • Company
  • Size
  • Industry
  • Culture
  • CEO
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Skills Demand

Most-requested skills, emerging tech, certifications.
  • Skills
  • Tech
  • Certs
  • Experience
  • Velocity
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Hiring Velocity

Posting volume by company, industry, location.
  • Volume
  • Growth
  • Contraction
  • Industry
  • Location
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Reviews

Employee reviews, ratings, interview experience.
  • Reviews
  • Ratings
  • Interview
  • WLB
  • Management
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Location

Jobs by city, remote distribution, geo-comp variance.
  • City
  • State
  • Remote %
  • Relocation
  • Geo-comp
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Time-to-Fill

Listing duration, reposting, urgency signals.
  • Duration
  • Repost
  • Urgency
  • Seasonal
  • Proxy
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Classification

Industry, function, seniority taxonomy.
  • Industry
  • Function
  • Seniority
  • Taxonomy
  • Standard
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Search Rank

Job visibility, sponsored positions.
  • Visibility
  • Sponsored
  • Featured
  • Placement
  • SEO
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Global

US, UK, EU, India, Middle East job markets.
  • US
  • UK
  • EU
  • India
  • Middle East
icon

Delivery

CSV, JSON, API for HR analytics platforms.
  • Formats
  • API
  • Cloud
  • BI
  • Feeds
Sample Data

Sample HR & Recruitment Data Data — What You Receive

icons Recruitment Data

Sample →
Title Company Salary Location Posted Source
Sr Data Engineer Stripe $185-220K SF/Remote 2d LinkedIn
Product Manager Shopify $140-180K Remote 1d Indeed
Platforms

HR & Recruitment Data Platforms We Cover

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Indeed

Largest board
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LinkedIn

Professional
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Glassdoor

Reviews & salary
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ZipRecruiter

AI-matched
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Monster

Global
icons

Levels.fyi

Tech comp
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Dice

Tech-specific
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Naukri

India
How It Works

Get HR & Recruitment Data in 4 Steps

1

Requirements

What recruitment data you need.

2

Free Sample

500 rows, 2 hours.

3

Pipeline

Production ready.

4

Delivery

CSV, JSON, API.

Use Cases

What Teams Build with HR & Recruitment Data Data

icon HR & People

Workforce planning and talent strategy.

icon Compensation

Salary benchmarking.

icon Researchers

Labor market analysis.

icon Consultants

Hiring velocity as growth signal.

icon Staffing

High-demand role identification.

icon Investors

Hiring as alternative data.

icon AI Teams

Talent matching models.

icon Government

Workforce development.

icon HR Tech

Competitive intelligence.

icon Universities

Skills demand for curriculum.

icon Global Mobility

Cross-border compensation.

icon DE&I

Hiring practice analysis.

Pricing

HR & Recruitment Data Plans

Starter
$500/mo
Basic hotel monitoring.
  • 5K records
  • Weekly
  • CSV/JSON
Start →
Growth
$2,000/mo
Full hotel intelligence.
  • 50K records
  • Daily + alerts
  • API + Dashboard
  • manager
Trial →
Enterprise
Custom
Unlimited scale.
  • Unlimited
  • Real-time
  • SLA
Call →
FAQ

HR & Recruitment Data — Questions

Platforms?
Indeed, LinkedIn, Glassdoor, ZipRecruiter, Monster, Dice — 100+ boards.
Salary data?
Ranges, comp bands, equity, bonuses, benefits where listed.
Individual data?
No. Job listings and company-level data only.
Hiring velocity?
Yes. Posting volume by company, industry, location over time.
Remote trends?
Yes. Remote, hybrid, onsite classification with geographic distribution.
Refresh?
Daily across all covered platforms.
Social Proof That Converts

Trusted by Global Leaders Across Q-Commerce, Travel, Retail, and FoodTech

Our web scraping expertise is relied on by 4,000+ global enterprises including Zomato, Tata Consumer, Subway, and Expedia — helping them turn web data into growth.

4,000+ Enterprises Worldwide
50+ Countries Served
20+ Industries
Join 4,000+ companies growing with Actowiz →
Real Results from Real Clients

Hear It Directly from Our Clients

Watch how businesses like yours are using Actowiz data to drive growth.

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1 min
★★★★★
"Actowiz Solutions offered exceptional support with transparency and guidance throughout. Anna and Saga made the process easy for a non-technical user like me. Great service, fair pricing!"
TG
Thomas Galido
Co-Founder / Head of Product at Upright Data Inc.
▶
2 min
★★★★★
"Actowiz delivered impeccable results for our company. Their team ensured data accuracy and on-time delivery. The competitive intelligence completely transformed our pricing strategy."
II
Iulen Ibanez
CEO / Datacy.es
▶
1:30
★★★★★
"What impressed me most was the speed — we went from requirement to production data in under 48 hours. The API integration was seamless and the support team is always responsive."
FC
Febbin Chacko
-Fin, Small Business Owner
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Join 4,000+ Companies Growing with Actowiz

From Zomato to Expedia — see why global leaders trust us with their data.

Book 15-Min Strategy Call →

Why Global Leaders Trust Actowiz

Backed by automation, data volume, and enterprise-grade scale — we help businesses from startups to Fortune 500s extract competitive insights across the USA, UK, UAE, and beyond.

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7+
Years of Experience
Proven track record delivering enterprise-grade web scraping and data intelligence solutions.
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4,000+
Projects Delivered
Serving startups to Fortune 500 companies across 50+ countries worldwide.
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200+
In-House Experts
Dedicated engineers across scrapers, AI/ML models, APIs, and data quality assurance.
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9.2M
Automated Workflows
Running weekly across eCommerce, Quick Commerce, Travel, Real Estate, and Food industries.
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270+ TB
Data Transferred
Real-time and batch data scraping at massive scale, across industries globally.
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380M+
Pages Crawled Weekly
Scaled infrastructure for comprehensive global data coverage with 99% accuracy.

AI Solutions Engineered
for Your Needs

→
LLM-Powered Attribute Extraction: High-precision product matching using large language models for accurate data classification.
→
Advanced Computer Vision: Fine-grained object detection for precise product classification using text and image embeddings.
→
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→
Human-in-the-Loop AI: Continuous feedback loop to improve AI model accuracy over time.
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We partner with agencies, system integrators, and technology platforms to deliver end-to-end solutions across the retail and digital shelf ecosystem.

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Popular Datasets — Ready to Download

Browse All Datasets →
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Amazon
eCommerce
Free 100 rows icons
Zillow
Real Estate
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DoorDash
Food Delivery
Free 100 rows icons
Walmart
Retail
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Booking.com
Travel
Free 100 rows icons
Indeed
Jobs
Free 100 rows

Latest Insights & Resources

View All Resources →
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Blog

How We Empowered a Cereal Brand to Win 18% More Shelf Visibility Using Albertsons Product & Promotion Data Scraping?

Albertsons Product & Promotion Data Scraping helps brands track pricing, discounts, inventory, and promotional trends for smarter retail decisions.
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Case Study

How a CPG Brand Used Walmart + Albertsons Store-Level Data for Geographic Inventory Planning

Discover how a CPG brand leveraged Walmart and Albertsons store-level data to optimize geographic inventory planning, improve demand forecasting, reduce stockouts, and enhance retail supply chain performance across regions.
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Report

Scraping Key Food Grocery Data to Improve Product Availability Tracking and Grocery Analytics Insights

Scraping Key Food Grocery Data helps brands track pricing, inventory, promotions, and grocery trends for smarter retail analytics.

Start Where It Makes Sense for You

Whether you're a startup or a Fortune 500 — we have the right plan for your data needs.

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Enterprise
Book a Strategy Call
Custom solutions, dedicated support, volume pricing for large-scale needs.
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Growing Brand
Get Free Sample Data
Try before you buy — 500 rows of real data, delivered in 2 hours. No strings.
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Just Exploring
View Plans & Pricing
Transparent plans from $500/mo. Find the right fit for your budget and scale.
Get in Touch
Let's Talk About
Your Data Needs
Tell us what data you need — we'll scope it for free and share a sample within hours.
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    Free Sample in 2 HoursShare your requirement, get 500 rows of real data — no commitment.
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    Plans from $500/monthFlexible pricing for startups, growing brands, and enterprises.
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Request Free Sample Data
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Request Free Sample Data

Our team will reach out within 2 hours with 500 rows of real data — no credit card required.

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✓ Free 500-row sample · No credit card · Response within 2 hours