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Employer guide

What Evidence Should a Hiring Manager Request From an Entry-Level CRA?

A practical evidence model for evaluating Clinical Research Associate candidates with limited monitoring experience.

Direct answer

For an entry-level CRA candidate, a hiring manager should examine more than a resume and training certificates. Useful evidence can include verified work history, relevant education and GCP training, role-relevant clinical research experience, and a structured work sample that tests monitoring judgment such as consent review, protocol and eligibility interpretation, safety escalation, data and source review, investigational-product or essential-document issues, finding prioritization, site communication, and monitoring documentation. Any simulated work should be clearly labeled as simulation rather than employment experience.

No single work sample, certification, or course completion proves universal CRA job readiness or predicts future job performance. Employers retain responsibility for role requirements, verification, interviews, supervision, and the final hiring decision.

Definition

What “entry-level CRA” can mean

Entry-level CRA can mean CRA I, associate monitor, an in-house-to-field transition, a CRC-to-CRA transition, or another supervised monitoring pathway, depending on the employer.

Responsibilities vary by sponsor or CRO, study phase, therapeutic area, monitoring model, systems, travel expectations, protocol complexity, and supervision. An entry-level CRA does not necessarily own every monitoring responsibility independently from day one.

For role context, see the Clinical Research Associate role guide.

Evidence framework

Twelve evidence categories for CRA hiring

Select the subset that matches the actual CRA role. Not every role needs every category.

  1. 01

    Verified background and role context

    Employment history where applicable, site, CRO, or sponsor responsibilities, and therapeutic or study context only when verified. References and employment verification follow the employer's own process. A job title is context, not competency.

  2. 02

    Education, GCP, and required training

    Relevant education, current GCP training according to employer and study requirements, and employer-specific or protocol-specific training after hire as appropriate. Course completion is not verified performance.

  3. 03

    Protocol and monitoring reasoning

    Can the candidate identify applicable protocol requirements, visit requirements, risk areas, and missing information?

  4. 04

    Informed-consent review

    Can the candidate recognize consent version, timing, signature, or documentation concerns and know when escalation is required?

  5. 05

    Eligibility and protocol compliance

    Can the candidate identify an ambiguity or deviation and distinguish a site clarification from a matter requiring investigator or medical judgment?

  6. 06

    Participant safety and escalation

    Can the candidate recognize safety information that may need prompt review or escalation without acting outside the CRA role?

  7. 07

    Source and data review, data integrity

    Can the candidate identify discrepancies, incomplete documentation, query needs, and traceability concerns? Source data review and verification should follow the protocol, monitoring plan, risk-based approach, and employer procedures. There is no single universal monitoring model.

  8. 08

    Investigational product, specimen, lab, and essential documents

    Where role-relevant, can the candidate review accountability, handling, or essential-document status? CRA roles do not all handle these identically.

  9. 09

    Finding prioritization and issue management

    Can the candidate distinguish critical or urgent issues from lower-priority documentation follow-up?

  10. 10

    Site communication

    Can the candidate communicate findings clearly, proportionately, and constructively?

  11. 11

    Monitoring documentation

    Can the candidate produce a concise, factual, traceable monitoring note, report excerpt, or follow-up summary from the evidence supplied?

  12. 12

    Role boundaries, escalation, and professional judgment

    Can the candidate separate what they know, what they do not know, what requires clarification, and what must be escalated?

Model work sample

Interim monitoring review

An illustrative fictional exercise. It does not reveal BORAKA assessment content, planted issues, or answer keys.

The candidate receives fictional or de-identified

  • Protocol and monitoring-plan excerpts
  • Visit schedule
  • Informed-consent records
  • Source and data excerpts
  • Eligibility facts
  • Safety, AE, and SAE information
  • Investigational-product accountability summary, where relevant
  • Selected essential documents
  • Open queries or previous action items
  • Fictional site correspondence

The candidate is asked to

  1. Identify and categorize findings
  2. Prioritize what requires immediate action
  3. Distinguish clarification from escalation
  4. Identify missing information
  5. Describe appropriate site follow-up
  6. Draft a concise follow-up communication
  7. Document findings and ownership
  8. Explain which conclusions cannot be made from the available evidence
  9. Identify what would change the assessment

Issue types an employer might include

High-level categories only. Design specific issues around your own protocol and monitoring plan.

  • Consent timing, version, or documentation concern
  • Eligibility ambiguity
  • Safety information needing escalation
  • Source and data discrepancy
  • Unresolved query or action item
  • IP accountability discrepancy
  • Missing or outdated essential document
  • Repeated issue or trend requiring prioritization
Work products

What candidates can produce

  • Monitoring finding log
  • Risk or prioritization summary
  • Query or clarification rationale
  • Site follow-up email
  • Monitoring report excerpt
  • Pre-visit review or risk plan
  • Issue escalation note
  • Document or TMF review summary, where applicable

Never request confidential material

Candidates should not be asked to upload confidential sponsor or CRO documents, PHI, proprietary monitoring reports, actual subject records, or materials they do not have permission to share.

Employers should use fictional, de-identified, or employer-owned assessment materials.

Rubric concept

A transparent monitoring rubric

Rate each criterion Not demonstrated, Developing, or Demonstrated. Use Not assessed when a criterion was not part of the task.

CriterionWhat Demonstrated looks like
Protocol and monitoring-plan interpretationApplies the supplied requirements and notices what is missing.
Consent reviewRecognizes consent concerns and escalates where required.
Eligibility and protocol complianceSeparates clarification from investigator or medical judgment.
Safety recognition and escalationRoutes safety information promptly and within role.
Source and data review, integrityFinds discrepancies and traceability gaps; proposes proportionate queries.
Finding prioritizationOrders issues by participant risk, data integrity, and compliance impact.
CommunicationWrites clear, factual, constructive site follow-up.
Monitoring documentationRecords findings, ownership, and follow-up traceably.
Role boundaries and defensibilityStates limits of the evidence and avoids unsupported conclusions.

Critical-error note: consent, participant safety, material eligibility or protocol concerns, data integrity, or serious escalation failures may need separate critical rules rather than being averaged into a total score.

Transitions

Candidates without direct CRA experience

  • CRC, CTA, regulatory, data, safety, or other clinical research experience may contain relevant transferable evidence.
  • Relevant experience should be described honestly, not rewritten as monitoring experience.
  • A work sample can demonstrate bounded monitoring reasoning. Simulation does not become “CRA experience.”
  • Employers still decide whether the role requires prior independent monitoring experience.
  • Supervision and ramp-up needs should be considered explicitly.

CRC-to-CRA: an honest translation

CRC experience may provide evidence of site operations, source documentation, consent processes, eligibility workflows, participant safety documentation, query response, protocol deviations, and sponsor or CRA interactions.

A CRA work sample can separately test whether the person can shift perspective toward monitoring, risk prioritization, evidence review, issue communication, and follow-up. CRC work does not automatically equal CRA readiness. Candidates can read how to move from CRC to CRA, or start with the broader guide to proving readiness without prior clinical research employment.

Experienced CRA candidates

Verified monitoring history is important evidence. A current work sample may still help assess role-specific reasoning, but employers should not erase relevant experience because they use an assessment. Match the task to seniority: an entry-level exercise does not support conclusions about senior CRA capability.

Structured interview

Ten questions after the work sample

Use these to examine the candidate's submitted reasoning, not as canned questions with memorized answers.

  1. 01Which finding did you prioritize first and why?
  2. 02Which issue required immediate escalation?
  3. 03What information was missing before you could conclude?
  4. 04Which finding could be resolved through clarification?
  5. 05What would you document in the monitoring report?
  6. 06How would you communicate this issue to the site?
  7. 07What would you escalate internally before contacting the site?
  8. 08Which conclusion would you avoid making from the available evidence?
  9. 09What pattern across these findings concerns you most?
  10. 10What new information would change your assessment?
Verification

Evidence to verify separately

BORAKA does not replace any of these verification paths.

ClaimAppropriate verification path
Employment historyEmployer or reference verification as appropriate.
Professional certificationThe issuing body.
Training completionThe provider or training record.
EducationAppropriate education verification where required.
Work sampleAssessment record, task and version, rubric, evidence, and reviewer.
Simulation portfolioCandidate-owned artifact clearly labeled as simulation.
Identity and backgroundThe employer's authorized process.
Avoid shortcuts

What not to use on its own

Each can provide context. None should be stretched beyond what it supports.

Years of experience alone
Shows time in a setting, not what was done or how well.
Course certificate alone
Shows completion, not role-specific performance.
Polished interview storytelling alone
Shows communication fluency, not demonstrated judgment on evidence.
Automated test score alone
Shows performance on that instrument, not human-reviewed work.
Number of systems named on a resume
Shows familiarity claims, not how the systems were used.
Prior job title alone
Titles and responsibilities vary between employers.
Simulation presented as real employment
Simulation is not employment experience and should never be relabeled as such.

For how credentials and demonstrated work differ, read certification vs competency assessment, and avoid common assessment design pitfalls, and see how work simulations improve clinical research hiring.

BORAKA evidence model

Evidence Assurance Levels EAL0 through EAL4

The current BORAKA Verified Competence Standard, BORAKA-VCS-CR-001 version 1.0.0, separates a reported claim, knowledge demonstrated, performance demonstrated, performance verified, and sustained verified practice.

BORAKA is not employment verification, background screening, licensing, or professional certification.

EAL0
Reported exposure or claim
Completion, attendance, a resume claim, self-report, or unverified attestation. No demonstrated-performance inference is supported.
EAL1
Knowledge demonstrated
The person demonstrated knowledge or reasoning in the assessed content under declared conditions. Inference about job performance remains limited.
EAL2
Performance demonstrated
The person demonstrated performance in the stated task and conditions. Verification controls remain incomplete.
EAL3
Performance verified
The person performed the defined responsibility to the stated level under controlled, reviewable conditions with qualified human final review.
EAL4
Sustained verified practice
The person repeated the verified behavior over time in the stated governed practice context, with authorized attestation and continuing-validity controls.

Course completion is not verified competency. Practice results are not verified evidence. Simulation is not employment experience.

Verified competency is evidence, not a hiring verdict. BORAKA does not claim its assessments predict future job performance.

Frequently asked questions

Entry-level CRA evidence

What should an entry-level CRA be able to demonstrate?
It depends on the employer's role. Common areas include protocol and monitoring-plan reasoning, consent review, eligibility interpretation, safety escalation, source and data review, finding prioritization, site communication, monitoring documentation, and clear role boundaries.
Can someone become a CRA without prior CRA experience?
Some employers hire into supervised entry pathways such as CRA I, associate monitor, or in-house roles. Others require prior independent monitoring experience. The employer decides.
Is CRC experience relevant to a CRA role?
It can be. CRC work may provide evidence of site operations, source documentation, consent processes, and sponsor interactions. It does not automatically equal CRA readiness; a work sample can test the shift toward a monitoring perspective.
Does GCP training prove CRA readiness?
No. GCP training can be important and may be required, but course completion is not the same as demonstrating monitoring judgment on a role-specific task.
What should a CRA work sample include?
Fictional or employer-owned materials such as protocol excerpts, consent records, source excerpts, safety information, and site correspondence, plus tasks to identify, prioritize, communicate, and document findings.
Can a monitoring simulation count as CRA experience?
No. A simulation can show bounded monitoring reasoning under stated conditions. It is not employment experience and should be labeled as simulation.
Should a hiring manager ask for a monitoring report sample?
Only one written from fictional, de-identified, or employer-provided materials. Ask the candidate to write it as part of the assessment rather than submit a past report.
Can candidates share monitoring reports from a previous employer?
They should not. Prior monitoring reports are typically confidential sponsor or CRO material and may contain protected information. Employers should not request them.
How should a hiring manager evaluate safety escalation?
Treat it as a critical criterion. Check whether the candidate recognized the safety information, routed it promptly and within role, and avoided acting outside their responsibilities. Do not average a serious escalation failure away.
What does an entry-level CRA need to know about SDV and SDR?
The difference between verifying data against source and reviewing source for quality, compliance, and risk, and that the approach should follow the protocol, monitoring plan, risk-based strategy, and employer procedures.
Can an automated assessment determine CRA readiness?
No. Automated scoring may assist, but a score alone is not verified evidence and cannot determine readiness. Human review and employer judgment remain necessary.
What evidence is most useful for a CRA I candidate?
There is no single answer. A combination of verified history, relevant training, honest transferable experience, a structured work sample, and a follow-up structured interview usually gives a clearer picture than any one signal.
External evidence

References

ICH and FDA define GCP responsibilities. OPM guidance is general selection guidance, not clinical-research-specific validation. None of these sources endorse BORAKA.

  • International Council for Harmonisation · official guidance

    ICH E6(R3) Guideline for Good Clinical Practice (opens in a new tab)

    Good Clinical Practice provides an international ethical, scientific, and quality standard for trials involving human participants. The current guideline emphasizes proportionate, risk-based approaches and reliable trial results.

    Source limit: This is a governing practice framework, not a curriculum or evidence that a particular person can perform a role. ICH does not endorse BORAKA.

  • U.S. Food and Drug Administration · official guidance

    E6(R3) Good Clinical Practice (opens in a new tab)

    FDA's E6(R3) guidance describes responsibilities and principles for designing, conducting, recording, and reporting clinical trials while protecting participants and supporting reliable results.

    Source limit: Guidance establishes expectations for trial conduct. Completing training about it does not, by itself, establish role-specific performance or regulatory qualification.

  • U.S. Office of Personnel Management · official guidance

    Work Samples and Simulations (opens in a new tab)

    Work samples and simulations ask candidates to perform tasks that resemble work and are most appropriate when the measured competencies are expected on entry.

    Source limit: This is general federal selection guidance, not clinical-research-specific validation and not an evaluation of BORAKA.

  • U.S. Office of Personnel Management · official guidance

    Structured Interviews (opens in a new tab)

    Structured interviews use consistent questions and common evaluation standards. They can include behavioral questions about past work and situational questions about future action.

    Source limit: This is general selection guidance, not a clinical research interview study. Employers remain responsible for lawful, job-related selection procedures.