SkillsDBvsiMocha

A technology company hired 50 cloud engineers last year, and every one of them cleared the technical test with a score above 80. Eleven months later, the head of infrastructure needs eight of them for the production on-call rotation. The hiring scores are still on file, and they are accurate. They describe how each engineer did on a test a year ago, on questions that never asked them to lead an incident at 2 a.m.

In SkillsDB, each engineer's record started with that test result and kept going. Managers have assessed them quarterly on incident response, cloud architecture, and change management against the Level 4 the on-call role requires. Six are at Level 4 today. Three of those six have a cloud certification expiring in the next 60 days. Five more are at Level 3, one gap short. The rotation is staffed with the six, the renewals are booked, and the five have development plans built from the specific skill that is short.

That is what the score could not do. It was the right answer to a hiring question. The on-call decision needed a record of how people perform now, including skills no test was ever going to measure.

iMocha's core asset is assessment at scale. The company publishes a library of more than ten thousand evaluations spanning coding, cognitive, domain, technical, and communication skills, with AI-assisted test creation, coding simulators, and live and video interview tooling. It positions itself as a skills and work intelligence platform, adds AI-driven skills inference to keep employee profiles current, and reports more than three hundred enterprise customers, including Fortune 500 names.

It is also well-credentialed: SOC 2 Type II, ISO 27001:2022, and GDPR are displayed, and integrations include Workday, SAP SuccessFactors, Oracle, Degreed, Coursera, Udemy, and Lightcast for taxonomy enrichment. If you need to test a specific technical skill on a large candidate pool this quarter, iMocha is built for exactly that.

Snapshot vs living record. A test score is one form of evidence, captured once. SkillsDB records an anchored proficiency level per person and skill, measured against the level the role requires, with who assessed it, when, and an expiry where the skill decays. Self and manager assessments keep it current, and a test result can be brought in through the API as a starting point. That matters because most operational skills, from running a procedure to leading an incident, are not well measured by an online test, and because a level needs a date to be trusted a year later. See Skills Assessment for how the methods compare.

Measuring vs closing the gap. iMocha is deepest at measuring skills, with growing use cases in gap analysis, mobility, and workforce planning built on test results and inference. SkillsDB is deepest at what happens around the measurement: competency frameworks in your own terms, role benchmarks with required levels, gap analysis per person, role, and team, development plans that close a named gap, certifications with expiry alerts, and career pathways. Where iMocha's library replaces writing your own tests, SkillsDB's frameworks replace importing someone else's definition of competent.

Hiring vs the existing workforce. Pre-hire testing is iMocha's home ground. SkillsDB is built for the people already on the team: scorecards that compare self, manager, and benchmark ratings, a live skills matrix across the organization, and the ability to find experts by skill, role, or certification.

Security posture. Both vendors take this seriously. SkillsDB holds a SOC 2 Type II attestation, independently audited by Johanson Group LLP, and is GDPR compliant, with SSO and SCIM provisioning. iMocha lists SOC 2 Type II, ISO 27001:2022, and GDPR. Ask each vendor for the reports themselves, and confirm assessment language coverage for the roles and regions you will test.

Choose iMocha if…

• Your immediate need is high-volume technical or cognitive testing for hiring, with a ready-made library.
• You want test results pushed into an existing HCM or learning platform that already owns frameworks and development.

Choose SkillsDB if…

• You tested everyone at hire and still cannot say who is ready for the harder role a year later.
• The skills that matter most in your roles, like leading an incident or managing a client, are not the kind a test measures, and managers need to assess them against levels you define.
• A low score needs to turn into a development plan, a certification renewal, or a career pathway, not stop at a dashboard.
• Your security review expects a SOC 2 Type II report and your IT team expects SCIM provisioning, and you want both answered in week one.

Running both is common and sensible where hiring and workforce development are separate programs. iMocha validates specific skills during recruitment, and the result can become the first assessed level on the new hire's SkillsDB record, with a date and a method attached. From there the record grows through self and manager assessment and certification tracking.

If you are consolidating, iMocha's skill names and scores carry over as skills-library entries and initial levels. The work is mapping test scores onto an anchored proficiency scale and adding the role benchmarks that gap analysis needs. Implementations are measured in weeks, not months, and the pacing item is framework agreement rather than data migration.

• Show me the people who scored well at hire. Which of them can do the harder role today, and how do you know?
• Which skills in our roles can a test measure well, and how are the rest assessed?
• Does every level carry the assessor, a date, and an expiry where the skill decays?
• What does the gap output look like for a person against a role benchmark, and for a team against a target?
• When a gap appears, what happens next? Is a development plan created from it, or does someone export the results?
• What does the API expose, can identity be provisioned through SCIM, and can I see the security reports themselves?