Interview scorecard template

Medical Billing Assistant interview scorecard

Evaluate Medical Billing Assistant candidates across 4 weighted areas: execution and reliability, improving the process, judgement and autonomy, and communication. Execution and reliability leads at 35%, so check daily claim volume handled, clearinghouse and PM systems used (Availity, Kareo, Epic, AdvancedMD), CPT/ICD-10 and modifier accuracy, plus clean claim rate and AR days. Use the rubric to compare role-specific evidence consistently.

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operations administrationclaims denialscpt icd10 codingmedical billingrevenue cycle
TL;DR
For execution and reliability, look for evidence the candidate cites claims processed per day, first-pass acceptance above 95 percent, and names specific payer portals and practice management systems used. For improving the process, look for evidence the candidate describes a concrete fix, such as front-end eligibility verification, with before and after denial or AR aging numbers attached. Apply the written 1–5 anchors to every answer, record the evidence behind each rating, and use the factor weights to reach a consistent overall assessment.
Complete evaluation framework

What to assess and how to score it

Review the evidence signals before interviewing. Then use the anchored descriptions—not instinct alone—to choose the score that best matches each answer.

01
Evaluation factor

Execution and reliability

35% weight

Check daily claim volume handled, clearinghouse and PM systems used (Availity, Kareo, Epic, AdvancedMD), CPT/ICD-10 and modifier accuracy, plus clean claim rate and AR days.

Evidence to listen for

  • Describes a workload they owned and how they kept it from slipping
  • Names the tools and systems they ran day to day
  • Can talk about volume: tickets, inboxes, orders, uptime
  • Nothing quietly falls through when they are busy

Five-point scoring guide

1
Poor

Cannot describe their own workload; things slip without them noticing.

2
Needs Improvement

Handles routine volume; drops work under pressure.

3
Satisfactory

Reliable on steady-state work; struggles when volume spikes.

4
Very Good

Consistently reliable at real volume with a system for staying on top.

5
Excellent

Cites claims processed per day, first-pass acceptance above 95 percent, and names specific payer portals and practice management systems used.

02
Evaluation factor

Improving the process

25% weight

Probe changes they made to reduce denials: worklist triage rules, eligibility checks before visits, superbill templates, or aging report cadence that shortened AR over 90 days.

Evidence to listen for

  • Has changed a process rather than only following one
  • Can name what was slow or error-prone and what they did about it
  • Documents so the improvement survives them
  • Knows when a process is worth automating and when it is not

Five-point scoring guide

1
Poor

Follows instructions only; no sense that process can change.

2
Needs Improvement

Notices problems but escalates rather than solving.

3
Satisfactory

Makes small improvements; impact is local and undocumented.

4
Very Good

Has redesigned a real process with measurable effect.

5
Excellent

Describes a concrete fix, such as front-end eligibility verification, with before and after denial or AR aging numbers attached.

03
Evaluation factor

Judgement and autonomy

25% weight

Assess how they handle a CO-16 or CO-97 denial, an underpayment versus contracted rate, patient balance disputes, and when to escalate to the coder or provider.

Evidence to listen for

  • Knows what to decide alone and what to escalate
  • Handles an exception without freezing or improvising recklessly
  • Protects confidentiality and access appropriately
  • Asks a clarifying question rather than guessing on something costly

Five-point scoring guide

1
Poor

Either escalates everything or acts recklessly on their own.

2
Needs Improvement

Needs frequent direction; uneasy with exceptions.

3
Satisfactory

Sound judgement on familiar decisions.

4
Very Good

Clear sense of their own authority; handles exceptions well.

5
Excellent

Distinguishes rebill, appeal, and write-off decisions confidently, knows appeal deadlines, and escalates coding questions rather than guessing modifiers.

04
Evaluation factor

Communication

15% weight

Judge how they explain an EOB or unexpected balance to an upset patient, chase payer reps for claim status, and document HIPAA-safe notes in the account.

Evidence to listen for

  • Writes clearly enough that people act without a follow-up
  • Manages expectations before a deadline slips, not after
  • Handles a frustrated colleague or customer calmly
  • Works across time zones or async where the role needs it

Five-point scoring guide

1
Poor

Unclear written communication; goes quiet when things slip.

2
Needs Improvement

Communication needs chasing; raises problems late.

3
Satisfactory

Clear enough day to day; proactive updates are inconsistent.

4
Very Good

Clear, proactive, and calm under pressure.

5
Excellent

Explains coinsurance and deductible plainly without jargon, keeps clear account notes with reference numbers, and stays composed on collections calls.

Evidence-led prompts

Interview questions for a Medical Billing Assistant

Use these prompts to surface evidence for the weighted factors above and compare candidates against the same role-specific criteria.

  1. 01

    What experience do you have with medical billing software, and which systems have you used?

  2. 02

    What is your experience handling insurance claims and payer policies?

  3. 03

    Describe your experience with financial reporting and reconciling billing accounts.

  4. 04

    Can you describe your understanding of medical coding systems?

  5. 05

    How do you ensure accuracy when entering billing information?

See the complete Medical Billing Assistant question set
Put this rubric to work

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