See which skills you have, which you need and who can close the gap, turning “We need more AI skills” into clear answers about where, how much and who.
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Skill Gap Analysis / Insights team Q3 benchmark
Capability matrix
Current vs requiredMarcus Hale
Data Analyst II
Rachel Kim
Product Manager
Alicia Grant
CS Lead
Devon Brooks
Eng Manager
Priya Raman
Account Exec
Nathan Ortiz
Support Specialist
Sarah Miller
Sr. Product Designer
Required
3333243barTeam fit
61%
vs 78% target
Critical gaps
9
across 7 skills
Ready now
2
meet full bar
Gap ranking
Team averageForecasting
-1.3Largest gap · 5 of 7 below bar
Python
-1.1Concentrated in Insights team
Experiment design
-0.6Improving since Q2
SQL
-0.9Two people at expert level
Closing plan
Auto-builtForecasting lab
5 people · 3 weeks
SQL intensive
4 people · 2 weeks
Experiment clinic
3 people · 4 weeks
Hire senior analyst
1 open req
Closing the forecasting and SQL gaps moves team fit from 61% to 79% by December.
Re-assess automatically after each program →
A live matrix of what your teams can do against what the roles require.
Set the target level per skill for every role, once, and Xobin holds it as the benchmark across the org.
Skill Gap / Role benchmarksData Analyst
SQL 4 · Viz 3 · Stats 3
12 peopleAccount Executive
Discovery 4 · Pricing 3
18 peopleSupport Specialist
Product 4 · Tone 4
26 peopleOps Coordinator
Excel 4 · Process 3
9 peopleRN Med-Surg
Triage 4 · Charting 4
31 peopleQA Engineer
Automation 3 · API 4
7 peopleAssessment results fill the matrix automatically, showing per-skill coverage instead of a single overall score per person.
Skill Gap / Coverage Data Analyst (12 people)Biggest exposure: only 4 analysts meet the Python bar ahead of the Q3 migration.
Each gap comes with a recommendation and cost comparison, so leadership sees whether the answer is a course or a requisition.
Skill Gap / Actions Q3 planQ3 planSee exactly where the team is thin.
Every role and person maps against the skills the business says it needs.
You hire for the gaps that training can't close fast enough and only those.
Repeat runs show whether the gap is closing or quietly widening.
From startups to global enterprises, organizations worldwide rely on Xobin to make confident talent decisions every day.











We have a wide range of processes across both tech and customer-facing roles, making training programs a significant investment for us. Xobin helps us ensure their effectiveness.”

Xobin Recognized in the 2024 Gartner® Market Guide for Developer Skills Assessment and Interview Platforms.
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“As we wrapped up growth this year, we needed a skills assessment tool. Xobin amazed us with its features, especially the depth of the question library and how fast we could get a role live.”
“We were on a tight deadline and had to have an employee testing tool that I could implement quickly. Xobin delivered. It's a good platform with proctoring and support at an excellent cost/benefit ratio.”

“We use Xobin to assess our training effectiveness, and it works like a charm. Creating structured tests for different IT skill levels is easy, and the detailed analytics help us tweak our programs.”

“Xobin made our technical candidate screening fast and hassle-free. We shortlisted candidates who scored above 60%, which streamlined our interview process.”

“Xobin is the best screening platform we've used. Its AI-powered evaluation makes candidate screening faster and more accurate, and the support team is always responsive.”
“We have a wide range of processes across both tech and customer-facing roles, making training programs a significant investment for us. Xobin helps us ensure their effectiveness.”

“Xobin covers almost every technology and role we need for internal evaluations. The platform's security features ensure reliable, cheat-proof assessments, giving us confidence in the results.”

The difference between the level a role requires and the level demonstrated on assessment or manager-verified evidence, shown per skill and per team.
From your role framework. If you don't have one, we start from a library framework for the role family and adjust it with your leads.
Twice a year for most teams; quarterly where the tech stack or product moves fast.
Yes. Employee, manager and department data syncs from Workday, BambooHR, SAP SuccessFactors, HiBob or a CSV feed, so hierarchy and access stay current without manual upkeep.
Data stays inside your account and is never used to train models outside it. Xobin is SOC 2 Type II and ISO 27001 certified, with GDPR-aligned data processing and configurable retention.
Most teams are live in one to two weeks. The variable is usually your existing tooling and approvals, not the product itself.
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