What exactly is a domain assessment and how is it different from a general aptitude test?
A domain assessment evaluates a candidate's practical knowledge and application ability within a specific job role or industry. Unlike aptitude tests that measure general reasoning, domain tests assess whether a candidate can actually perform the core functions of the role — using industry tools, applying frameworks and solving job-specific scenarios from day one.
Which domains and roles are covered on the platform?
MyAnatomy covers 50+ domains including Software Development, Data Science, Digital Marketing, Finance and Accounting, Business Analysis, Human Resources, AI and Data, Cloud and DevOps, Cybersecurity, UI/UX Design, Customer Support and more. If your role falls outside these, our team can work with you to build a customised assessment.
How do domain assessments help reduce mis-hires?
Most mis-hires happen when candidates present well in interviews but underperform on the job. Domain assessments close that gap by validating actual role readiness — not confidence or communication alone. When your shortlist is built on demonstrated competency, the probability of a wrong hire drops significantly.
Are the assessments updated regularly to stay relevant with industry changes?
Yes. Our assessments are developed in collaboration with industry subject matter experts and are periodically reviewed to reflect evolving tools, technologies, compliance standards and market expectations. What you deploy today is aligned with what top employers actually expect on the job.
How does the four-pillar evaluation model work in practice?
Every domain assessment is structured across four dimensions — functional knowledge, technology and platform proficiency, applied scenario simulation and comparative industry benchmarking. This means you are not just testing what a candidate knows — you are testing how they think, apply and perform relative to industry benchmarks.
Can we benchmark our candidates against industry standards?
Yes. MyAnatomy's assessments are benchmarked against a dataset of 10,000+ candidates across geographies, industries and experience levels. This gives your hiring team a clear picture of where each candidate stands — not just within your applicant pool but relative to the broader talent market.
We hire across multiple roles simultaneously. Can the platform handle that?
Absolutely. You can run assessments for multiple roles and domains at the same time — each with its own evaluation criteria, scoring benchmarks and shortlisting thresholds. The platform is built for scale, making it equally effective for a single critical hire or a large multi-role campus drive.
How long does a typical domain assessment take for a candidate?
Assessment duration varies by role and complexity but is typically designed to be completed within 30 to 60 minutes. The format balances depth of evaluation with candidate experience — ensuring meaningful insights without creating unnecessary friction in your hiring process.
What does the assessment report tell us beyond a score?
Each report provides a detailed breakdown across the four evaluation pillars — functional knowledge, platform proficiency, applied thinking and industry benchmarking. Hiring managers can see exactly where a candidate is strong, where gaps exist and how they compare to peers — giving your team a data-backed basis for every shortlisting decision.
What kind of results have organisations seen after switching to domain-based hiring?
Companies using MyAnatomy's domain assessments have reported a 3x increase in on-the-job readiness, 5x faster shortlisting cycles and a 70% improvement in post-hire performance metrics. The shift from resume-based to competency-based evaluation is where most of that improvement comes from.
Job-specific technical proficiency
