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 for machine learning, data science and data engineering roles.

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

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

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

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
Hadoop
Hbase
Spark
Tableau
MongoDB
Hive
Pig
Anywhere, anytime simulations with scheduling, reporting and proctoring
Proven Success, 100+ Job Roles, 5 M+ Candidates
Reliable
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
Transcom

“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