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Data Science is an interdisciplinary field of processes and systems to extract knowledge or insights from data in various forms including data analysis fields such as statistics, machine learning, and predictive analysis. It is designed to check the analytical and data science methods. Data science includes methods and theories from different verticals like mathematics, information science, computer science & statistics.
Data Science online tests help recruiters and hiring managers assess the ability to extract, analyze and interpret data to provide a solution to businesses or support decision-making. Data science assessment requires applicants to solve questions on Data Visualization, Machine Learning Techniques, Analytics with R & other tools, Exploratory Data Analysis, Data Manipulation using R, and Regression Analysis.
Two important use cases for Data Science skill test
#1 Identifying job-fit candidates based on job roles
Our subject matter experts customize assessments on the basis of primary and secondary skills, like Data Management Gateway, Deployment, Rest API, and much more. Also, questions can be customized according to the requirement of job role. It will help recruiters measure a candidate’s capabilities in various areas for the job role.
#2 Skill-gap analysis of your employees
An individual’s skill level can be assessed with pre-and post-training assessments. These assessments show the growth of learners. Our skill platform is integrated with legacy LMS and Data Science assessments assist to perform skill gap analysis. Our Data Science assessments and questionnaire are easy to customize.
Data Scientist Assessment helps you to screen the traits below:
- Excellent R data manipulation handling skills
- Analytics with R tools, python & machine learning techniques
- Understanding linear and non-linear regression models
- Strong knowledge of different statistical concepts
- Doing ad-hoc analysis and presenting results in a clear manner
- Ability to perform exploratory data analysis & regression analysis
- Data mining skills using state-of-the-art methods
- Experience with data visualization tools
Test Creation Process
Assessments are brilliant methods to assess candidates’ specific skills. All data science skills assessments are prepared by SMEs based on their industry experience. For example: Questions based on regression analysis, azure data factory are created by Data Scientist.
Test Customization
Data science test contains the latest and quality set of questions crafted by industry experts to cope with recent technological developments. You can also create a customized test according to your job role. For example, if you need to assess only data visualization skills of candidates, then send us an email, and our support team will deliver customized data visualization test within 3 days.
Test Analytics Report
iMocha’s powerful reporting & intelligent analytics will help you overview the candidate’s performance in each section of the data science tests at a glance. The candidate feedback module will ensure they have excellent experience with iMocha.
