Pre-employment hiring tests for data scientists & the data engineering fields.

AI-powered coding simulations to assess practical knowledge of data science and engineering. Supports popular data science languages including Python & R.  Easily evaluate applied and research scientists. Learn more.

Scientifically evaluate data science and machine learning concepts

Programming Simulations - Aspiring Minds (Icon)

Programming simulations for machine learning, data science and data engineering roles.

Data Science Experts Hiring - Aspiring Minds (Icon)

Select only the best talent so your data science experts don't waste time with unqualified candidates.

HIre for Hadoop, Tableau, Hive, Spark, Mongo DB, etc. - Aspiring Minds (Icon)

Combine with knowledge tests in associated skills such as Hadoop, Tableau, Hive, Spark, Mongo DB, etc.

Python, R Programming Test - Aspiring Minds (Icon)

Python or R programming with interpreter access in the test environment to test skills required.

ML Algorithm Implementation (Icon)

Structured problems to test for skills such as wrangling and munging, ML workflow and ML algorithm implementation.

World’s largest technical recruiter built a cutting-edge technology team using Automata

Data Science Competencies, Evaluated Accurately

Automata Data Science

Automata Data Engineering

Data Science Concepts

Data Engineering Concepts

Data Interpretation

Business Analysis








Anywhere, anytime simulations with scheduling, reporting and proctoring

100% Cloud Based
Highly scalable assessment platform, deployable anywhere, anytime, and available in over a dozen languages

Mobile Ready
A device-agnostic solution, available on mobile phones (browser and app), tablets and computers

Automated Proctoring
In-built AI-powered automated remote proctoring capabilities leveraging webcams, browser controls, keystroke analytics, facial recognition and more

100% Cloud Based - Aspiring Minds (Product Picture)

Comprehensive Management Platform
Our iAssess recruiter platform lets you set up, schedule assessment tests, view assessment reports, manage candidates and data and provides real-time analytics

ATS Integrations
Integrated with the most popular talent acquisition and HRM applications such as Taleo, SAP SuccessFactors, Workday, iCIMS, Greenhouse, etc.

Custom Assessment Authoring
Create custom tests, questions and assessments to accommodate business specific hiring needs

Comprehensive Management Platform - Aspiring Minds (Product Picture)

Proven Success, 100+ Job Roles, 5 M+ Candidates


Adhering­ to the global standards of reliability, we measure and report the standard error and Cronbach alpha of our pre-employment tests

Job Role Mapping (Mapped to O*NET)

Our recommendation engine, mapped to the Department of Labor ONET, identifies relevant Aspiring Minds tests and the required proficiency level for hundreds of job roles.

Criterion Validity

Our cognitive test scores show a validity of 0.30-0.55 with job performance with further improvement when language, personality, and functional skills tests are administered subsequently.


“Aspiring Minds delivered an automated language assessment solution tailor-fitted to our requirements. Overall I am one happy customer.”

Jun Abo

Vice President, Talent Acquisition


“With Aspiring Minds, the speed of hiring and proficiency of the new hires has allowed us to excel in performance ahead of our expectations.”

Adam Hachey

Country Manager Philippines TSA


“Aspiring Minds’ automated language evaluation tool can be customized and has helped us reduce our process AHT. They are great partners.”

Tracy Elaine Molina

Vice President for Talent Acquisition
Sitel Group

candidates evaluated annually
clients globally
Fortune-500 customers

Take the guesswork out of hiring

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