STEM EXPERT DATA

Access HardSkills data with full flexibility & control

Integrate comprehensive B2B buyer and candidate data into any workflow in the format of your choice via cloud data shares, APIs, flat files, or orchestration apps. Access Data Cubes in AWS, Google Cloud, Databricks, Snowflake, or receive a flat file.

A dashboard displays a list of entries with country flags (US, DE, CN) and icons for Transporting (purple) and Electricity (yellow). One entry highlights “Power grid optimization expert” with a dotted line connecting to external integrations, including Salesforce, Bullhorn, Microsoft Dynamics, Oracle, LinkedIn, and Custom API integrations. The layout emphasizes integration with multiple platforms.

Our database contains millions of verified experts

29M

STEM-experts

192

Countries

61,500

Competency areas

120M

Data sources

10M

Verified contacts

6M

Unique locations

From a wide range of STEM industries

Data science
Life science and lab
Pharmaceutical
Automotive
Electrical engineering
Powertrain design
Scientific research
Manufacturing technology
Materials science
+ more
.. and more
Enrich

Build a solid data foundation

Advance your analytics, deliver actionable insights to your team, and drive business growth with precise and up-to-date data delivered on your terms.

A diagram with three sections displays data flow and system integration:
	•	Left Section (blue boxes): Lists data categories:
	•	Top Box: Personal details like Name, Job Title, Company Data, Locations, Education, and Contact Info.
	•	Bottom Box: Skills & Technology Focus Area, Level of Expertise, Recent Activity, Associated Experts, and Emerging Technology Trends.
	•	Center Section: Key features: Search, Enrich, Webhooks, IP Reveal, and Compliance.
	•	Right Section (green boxes): Highlights compatibility with Any database, Any system, Any workflow, and Any application.
	•	Bottom Row: A flow line connects “Our expert data” on the left to “Any system” on the right, emphasizing seamless integration.
Data solutions

Flexible solutions to enhance your sales, marketing and recruitment workflows

CRM Enrichment

Buyer contact enrichment

Boost the value of your CRM database and accelerate your sales funnel by equipping your sales team with more detailed technical background and contact information of your prospects.

HardSkills sales & marketing platform
Two cards side by side:
	•	Left Card: A woman, Samson Leona D., is pictured sitting in an office. She’s a CTO working on combustion engines at a company with less than 50 employees. A Chemistry; Metallurgy icon is displayed.
	•	Right Card: Titled Head of R&D in automotive, US & CA, it mentions sales targets in R&D for fuel efficiency. Below is a tag for Senior R&D engineers, automotive, with 123 prospects and a creation date of 2024/06/3. A button at the bottom allows searching via LinkedIn or Google.
ATS Enrichment

Candidate data enrichment

Empower your recruitment team to hire with higher accuracy by providing them with accurate data of technical expertise and background.

HardSkills recruitment platform
Two sections are displayed against a light green background:
	•	Top Left Card:
Features Samson Leona D., CTO working on combustion engines at a company with less than 50 employees. A Chemistry; Metallurgy icon is shown.
	•	Bottom Left Card:
Titled Astra Zeneca Recruits, it lists possible recruits for vaccine development & testing with 46 candidates. A button at the bottom allows searching via LinkedIn or Google.
	•	Right Panel:
A section titled Classifications with eight categories:

	1.	Human Necessities (heart icon, pink)
	2.	Transporting (transport icon, purple)
	3.	Chemistry; Metallurgy (flame icon, orange)
	4.	Textiles; Paper (paper icon, beige)
	5.	Fixed Construction (building icon, brown)
	6.	Mechanical Engineering (gear icon, green)
	7.	Physics (atom icon, blue)
	8.	Electricity (lightning bolt icon, yellow).

The layout visually organizes classifications and candidate cards.

Dynamic and direct data access

Access HardSkill’s database, a variety of integration options, and expert support for your unique STEM experts data needs

cube icon

Data cubes

Access our continually refreshed database to get the company and contact data you need to boost business outcomes.

webhook

APIs and Webhooks

Use APIs and webhooks to integrate HardSkills data into any workflow or system, in real time and at scale.

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Data Services

Our dedicated data services managers support your business’s custom data delivery and modeling needs.

The all-in-one platform for STEM sales and recruitment

Our world-class database of 29 million+ profiles each enriched with one of our 61,500 technology classifications ensures you always find the right person.

Traditional B2B databases

Database

+29,000,000 validated profiles + LinkedIn + personal contacts

LinkedIn + personal contacts

Data & profile quality

High-quality and verified competence in technological niche

Self-expressed and not verified

Technology precision

61,500 classifications and precision targeting

Broad base targeting on account-level

Database

+29,000,000 validated profiles + LinkedIn + personal contacts

Data & profile quality

High-quality and verified competence in technological niche

Technology precision

61,500 classifications and precision targeting

Traditional B2B databases

Database

LinkedIn + personal contacts

Data & profile quality

Self-expressed and not verified

Technology precision

Broad base targeting on account-level

The platform

One powerful platform for your recruitment and prospecting needs

A clean and organized list of classifications for filtering expert data. Categories include Human Necessities, Transporting, and Chemistry; Metallurgy, each visually highlighted with distinct colors for easy navigation and selection.
SMART FILTERING

Filter on technical expertise

Explore 61,500+ technical skills and specialties assigned to the right people, to pinpoint exactly who you need to drive growth.

A structured list of inventors displaying names, country flags for origin, and quick access buttons to LinkedIn and Google for further information. Inventors like Jonathan Goodwin (US), Aarav Kross (IN), and others are presented in a clean and user-friendly interface.
ACCURATE DATA

Find accurate contact data

Contact info enriched from Linkedin and other databases, so you reach the right person. 

A map highlighting a Technological cluster located in Paris, France, focused on combustion engines. A dashed circle indicates a search radius of 1000 km, emphasizing regional technological activity and expertise.
STAY INFORMED

Scout market intelligence

Reinforce your strategic decisions with insights and data drawn from the research activity your customers and prospects are engaged in - or will be in the future.

All you can do with HardSkills verified STEM expert data

Market

Jeri J. Ellsworth
CEO Castar
Inc.,tilt Five, Inc
Optical systems
+20 years experience in electronics

Market

radar icon

Locate

Locate innovation clusters in aerospace + propulsion systems in the EU for targeted marketing campaigns.

icon user settings representing technical knowledge

ABM prospecting

ABM prospecting senior software engineers with expertise in machine learning for large tech firms in France.

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Find

Find CSO in pharmaceutical companies with expertise in data science for marketing AI-based drug discovery solutions.

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Enrich Marketing Platforms

Enrich marketing databases with data scientists who specialize in predictive analytics for pharma companies to cross-sell advanced analytics solutions.

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Identify

Identity panel speakers with +5 years research experience in quantum computing across academic institutions for an upcoming event.

Sell

Asha Peta-Thomson
Research director
Intelligent Textiles Limited
Electrical components in textiles

Sell

radar icon

Locate

Locate electrical engineers working on power grid optimization in countries with a majority of energy supply from renewable sources.

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Contact

Contact bioinformaticians with minimum 5 year experience with expertise in AI-based genetic sequencing in pharmaceutical research labs.

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Identify

Identify IT Directors in large universities working on quantum computing projects for personalized sales outreach for scientific computing solutions.

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Enrich CRM

Enrich CRM with data scientists who specialize in predictive analytics for pharma companies to cross-sell advanced analytics solutions.

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Search & find

Search & find mechanical engineers with experience in aerospace propulsion systems in the EU for advanced materials sales.

Recruit

Brigitte Voit
Researcher
Hilti
Aktiengesellschaft
Reactive resins
35 years experience in organic chemistry

Recruit

radar icon

Locate

Locate Senior mechanical engineers with experience in designing propulsion systems for aerospace recruitment.

email/letter icon

Contact

Contact bioinformaticians with minimum 5 year experience with expertise in AI-based genetic sequencing in pharmaceutical research labs.

book icon

Identify

Identify PhD-level researchers in quantum physics and materials science.

icon development/node

Enrich ATS

Enrich ATS with AI researchers specializing in reinforcement learning for robotics.

icon magnifying glass

Search & find

Search & find software engineers with experience in high-performance computing for scientific simulations.

target icon

Market

Market job openings to engineers with expertise in cryptography located in Antwerpen, Netherlands.

We would love to hear from you

Let's discuss your data needs and how we can help you. To get started, simply fill out the form and we’ll be in touch shortly. Please describe your enquiry in as much detail as possible as that will greatly assist us in understanding your requirements, enabling us to respond promptly. You can also contact us directly at contact@hardskills.io

Already know what you're looking for? Click the link below to book a meeting with a specialist.

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The most comprehensive scientific recruitment database out there

79,000,000
+

Patents

29,000,000
+

STEM experts

Sign up for HardSkills

And get access to the world's most comprehensive and intuitive STEM people database. Sign up or book a demo today!