CV Review

AcaTrove's CV Review uses AI to analyze your curriculum vitae and identify issues that could weaken your applications. The review checks for internal conflicts, formatting inconsistencies, content gaps, and areas where your CV could more effectively communicate your qualifications.

Running a CV Review

To start a review:

1. Navigate to /professional-assistant and select CV Review.
2. If you have already uploaded a CV through the Career Hub, it will be available automatically. Otherwise, you will be prompted to upload one.
3. Optionally, specify the type of position you are targeting (e.g., research-focused faculty, teaching-focused faculty, industry research). The review will calibrate its expectations to match the norms of that position type.
4. Click Run Review. The analysis typically completes within 15 to 30 seconds.

What the Review Checks

The AI review evaluates your CV across several categories:

Conflict Detection -- Identifies inconsistencies within your CV, such as overlapping date ranges for positions, publications listed under the wrong section, or mismatches between your stated degree dates and employment history.

Formatting Consistency -- Checks whether your CV uses a consistent format for dates, author names, journal titles, and section headings. Inconsistent formatting can signal carelessness to reviewers.

Content Gaps -- Flags sections that are expected for your career stage but missing or underdeveloped. For example, a mid-career faculty member missing a mentorship or service section may receive a suggestion to add one.

Impact Presentation -- Evaluates whether you are effectively communicating the significance of your work. This includes checking whether grant amounts are listed, whether publication impact metrics are included where appropriate, and whether descriptions of roles and responsibilities are specific rather than generic.

Cross-Reference with ORCID -- If your ORCID profile is connected, the review compares your CV against your ORCID record. Publications or positions that appear in one source but not the other are flagged for your attention.

Understanding the Results

The review results are organized by category, with each finding classified as:

• Error -- A factual conflict or inconsistency that should be resolved (e.g., overlapping employment dates).
• Warning -- A potential issue worth investigating (e.g., a publication year that seems unusually early for your career stage).
• Suggestion -- An improvement that could strengthen your CV but is not necessarily a problem (e.g., adding a brief description to a grant listing).

Each finding includes a description, the relevant section of your CV, and a recommended action.

Applying Fixes

You can address findings directly from the review results. Click Go to Section on any finding to navigate to the corresponding part of your CV in the Career Hub editor. After making changes, re-run the review to confirm the issue is resolved.

Tips

• Run a CV review before assembling any application packet. Catching conflicts early prevents them from appearing in submitted materials.
• If you have recently updated your ORCID profile, sync it with AcaTrove before running the review to get the most accurate cross-reference results.
• The review is not a substitute for feedback from colleagues and mentors, but it catches the mechanical issues that human reviewers often overlook.