Product
The capability map
Job titles describe what someone was called, not what they can do. CoBlack's Career Capability Map changes the search.
· June 9, 2026 · 1 min read
A product manager at one company is called a delivery lead at another, a program director at a third, and a project owner somewhere else. The work is identical. The job titles are not. Most job boards search by title and miss most of the relevant roles as a result.
The vocabulary problem
Title-based filtering works against the job seeker in both directions. It returns results based on what a role was called, not what it requires. It screens out jobs that fit and surfaces roles that don't.
Switching a hiring search from job title to explicit skills expands the eligible talent pool roughly six times, based on 2026 data from iMocha. The gap between what a job seeker is called and what they can do carries a measurable cost.
What the capability map does
CoBlack builds a profile of what each user can actually do: the skills, behaviors, and demonstrated outcomes behind their work history. Every listing Auto Match evaluates is scored against the same framework, matched on the role's actual requirements rather than its label.
The match score drives which applications go out. Roles that align on genuine capability get applications. Roles that match only on title do not.
The match that follows
Generic applications convert to interviews at 2 to 3 percent, based on 2026 tracking data from Scale.jobs. Applications tailored to align skills to specific role requirements reach 7 to 9 percent.
CoBlack applies that skills-based matching precision to every application it sends. The job seeker shows up for interviews. The map handles what comes before.
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