Screen the fundamentals
- Application screening
- Experience review
- Communication review
- Initial interview
How we vet talent
Evidence before assumption.
There is no single test that proves someone is right for every role. Baaraku starts with the work, then uses the screening and assessment layers that make sense for that role, seniority and engagement.
The vetting map
Three layers. Not every role uses every check.
Core screening establishes basic fit. Role-specific assessment tests evidence that matters to the job. Conditional verification is added only when the engagement calls for it.
Test what the job requires
- Role-specific assessment
- Practical assignments
- Technical assessment
- Work samples / scenario discussion
Verify when appropriate
- References, where requested/useful
- Background checks, only where used/applicable
- Final availability and engagement checks
- Final matching against the brief
Core screening
What we can assess before role-specific testing.
These stages help determine whether a candidate is worth deeper evaluation. They are not a guarantee of performance; they are evidence used to make a better shortlist.
Application screening
We review the candidate against the agreed role criteria: relevant responsibilities, experience level, availability, schedule, tools and other requirements defined in the hiring brief.
Experience review
We look for evidence that the candidate has handled comparable work, environments, tools or responsibilities. The useful evidence differs by role; job titles alone are not enough.
Communication
Communication is evaluated in the context of the job. A customer-facing support role may require strong written tone and live conversation. A technical role may require clear documentation, reasoning and collaboration with an engineering team.
Interviews
Interviews explore the candidate's experience, judgment, role understanding, working style and ability to explain how they approach relevant situations. Clients still make the final hiring decision.
Role-specific assessment
The assessment should resemble the work.
A universal test can create false confidence. Baaraku can adapt the evidence requested to the work the person will actually perform.
Workflow evidence
Depending on the role, this can include organization, written communication, research, data handling, tool familiarity, prioritization or a short practical exercise.
Service judgment
Assessment can focus on written responses, tone, comprehension, escalation judgment, scenario handling and—where relevant—spoken communication.
Commercial communication
Evidence may include discovery thinking, written outreach, CRM workflow understanding, objection handling or a role-relevant scenario.
Technical evidence
Depending on seniority and discipline, evaluation can include prior work discussion, code or architecture reasoning, debugging, practical tasks, technical interviews or other job-relevant checks.
Practical assignments
Use them when they add signal—not by default.
A practical assignment should be short, relevant and proportionate to the hiring decision. It should help reveal how the candidate approaches the actual work, not create unpaid project work or test unrelated trivia.
Good signalClose to the role
Inbox triage for an executive assistant. A support-response scenario for customer service. Debugging or architecture reasoning for an engineer.
Weak signalGeneric for everyone
A single standardized exercise applied to unrelated functions can measure the wrong thing and should not be presented as universal proof of quality.
Conditional checks
References and background checks are not universal claims.
They may be appropriate for some engagements, clients, jurisdictions or access levels. Baaraku should only describe these checks as completed when they are actually part of that candidate's process.
References
Reference conversations can be used where requested or useful and where a suitable reference is available. They are an additional input, not a substitute for role-relevant assessment.
Background checks
Background screening is engagement-dependent. Scope, availability, consent and legal requirements can vary, so it should never be represented as an automatic check for every Baaraku candidate.
Final matching
A qualified candidate can still be the wrong match.
The final step compares the evidence back to the hiring brief: responsibilities, level, schedule, communication needs, tools, environment, compensation/engagement expectations and the client's interview feedback.
Baaraku can narrow and structure the decision. The client retains the final selection.
Match against
- Role responsibilities
- Relevant experience and evidence
- Communication requirements
- Schedule and availability
- Tools / technical environment
- Working style and interview feedback
- Engagement-specific requirements
What we do not claim
Trust requires saying what the process does not prove.
No invented pass rate.
We do not publish a candidate pass percentage unless it is measured from a defined process and can be substantiated.
No universal certification.
We do not describe Baaraku candidates as holding a common certification level unless a specific candidate actually holds a relevant credential.
No one-size-fits-all test.
Assessment depth and format can change by role, seniority and client requirement.
No automatic background-check claim.
We state background or reference checks only when they are genuinely part of the applicable process.
Next step
Tell us the role. We will tell you what should be assessed.
Start with the work, responsibilities, seniority and operating environment. Baaraku can then define a practical screening and assessment path rather than forcing the role through a generic test.