pre-hire-testing/data-science

World’s Only AI-powered Pre-hire Tests in Data Science

Simplify Hiring of Skilled Data Scientists, Data Engineers and Machine Learning Scientists

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Scientifically evaluate data science and machine learning concepts

Make it easier to identify candidates with highly-specialized data science skills

Evaluate data science skills in the world’s only AI-powered programming environment for Python and R

Save precious interview time of limited data science experts in the organization

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

Data Science Competencies, Evaluated Accurately

Automata Data Science

Test candidate’s ability to implement machine learning algorithms and data science concepts

The simulated environment evaluates candidates on algorithm and ML workflow implementation, data wrangling and munging expertise

Data Engineering

Test candidates on Hadoop, Spark, Hbase, MongoDB, Pig and Hive concepts

Analytics

Test candidates on business analysis and data interpretation skills, and their ability to work on Tableau

Automata Data Science

Test candidates on Hadoop, Spark, Hbase, MongoDB, Pig and Hive concepts

The platform evaluates programs in 12+ languages and provides multiple AI-driven test scores based on a rubric. Automata is the only programming test in the world that grades codes that do not compile.

Data Engineering

Simulated tests designed to test machine learning and data science concepts

WriteX uses natural language processing (NLP) which closely mimics human evaluators to grade written English text such as content quality and structure, grammar, mechanics and typographical errors.

Analytics

Test candidates on business analysis and data interpretation skills, and their ability to work on Tableau

WriteX uses natural language processing (NLP) which closely mimics human evaluators to grade written English text such as content quality and structure, grammar, mechanics and typographical errors.

AI-powered automated evaluation of data science and machine learning concepts

Simulated programming environment powered with a smart editor for compiling and running test cases

Supports the most popular data science languages – R and Python;

A curated set of questions with real-world relevance developed by ML experts

Separate coder and interpreter for quicker debugging exercise

Simulated programming environment powered with a smart editor for compiling and running test cases

Supports the most popular data science languages – R and Python;

A curated set of questions with real-world relevance developed by ML experts

Separate coder and interpreter for quicker debugging exercise

Truly anywhere, anytime online delivery 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

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

Reliability

The test-retest reliability of our data science assessments is as high as XX

Job Role Mapping (Mapped to O*NET)

Based on the O*NET competency crosswalk, our recommendation engine identifies relevant Aspiring Minds tests and the required proficiency level for thousands of job roles.

Criterion Validity

Our data science simulation tests show a correlation of xx with human evaluators