Trace the evidence before trusting the score.
Each finding points back to the resume or the JD. Confirmed, missing, and adjacent signals stay separate so the report does not blur proof with possibility.
Resume vs Job Description Gap Analysis and Interview Prep Tool
Prepared for you
Know where the resume holds up.Know where it doesn't.
Compare your resume against the role, then get a structured preparation brief you can act on. Evidence-based findings. Prioritized gaps. A focused plan for the time you have.
What the evidence shows57%
Distributed systems
Direct evidence across three positions
Applied ML delivery
Pipeline and model work demonstrated at scale
Enterprise agents
The resume doesn't address this
Model protocol integrations
Related experience but not demonstrated directly
Trace the evidence before trusting the score.
Each finding points back to the resume or the JD. Confirmed, missing, and adjacent signals stay separate so the report does not blur proof with possibility.
A plan, not a reading list.
Three phases. What to focus on this week. What to be ready for before the interview. What to have ready if they ask.
A plan, not a reading list.
Three phases. What to focus on this week. What to be ready for before the interview. What to have ready if they ask.
Practice the gaps, not the whole field.
Practice cards come from the missing or partial signals in this role. Use them for quick recall checks before deeper work.
Practice the gaps, not the whole field.
Practice cards come from the missing or partial signals in this role. Use them for quick recall checks before deeper work.
Run a mock interview against the brief.
Multi-turn conversation. Real-time pressure. A debrief that tells you where you lost points, not just where you did well.
Run a mock interview against the brief.
Multi-turn conversation. Real-time pressure. A debrief that tells you where you lost points, not just where you did well.
A place you come back to.
Your brief, your drills, your mock history. Saved. A streak that rewards you for showing up.
A place you come back to.
Your brief, your drills, your mock history. Saved. A streak that rewards you for showing up.
01 / READ
Trace the evidence before trusting the score.
Each finding points back to the resume or the JD. Confirmed, missing, and adjacent signals stay separate so the report does not blur proof with possibility.
90+ signals
02 / PLAN
A plan, not a reading list.
Three phases. What to focus on this week. What to be ready for before the interview. What to have ready if they ask.
3 phases · this week / before / if asked
03 / DRILL
Practice the gaps, not the whole field.
Practice cards come from the missing or partial signals in this role. Use them for quick recall checks before deeper work.
04 / MOCK
Run a mock interview against the brief.
Multi-turn conversation. Real-time pressure. A debrief that tells you where you lost points, not just where you did well.
scored out of 10
05 / RETURN
A place you come back to.
Your brief, your drills, your mock history. Saved. A streak that rewards you for showing up.
streak · badges · saved briefs · daily prep
Trace the evidence before trusting the score.
Each finding points back to the resume or the JD. Confirmed, missing, and adjacent signals stay separate so the report does not blur proof with possibility.
Ready to prepare