AI-Assisted Resume Screening for Government Hiring

Employment & Work

What it collects that can identify you

Sensitive personal information

Identifiable data

Résumés and job application submissions from individual applicants, which typically contain names, work history, education, and declared skills.

Government of Canada AI Register — CV Analyzer

Also collects operational data, which is anonymized data.

Run by: Shared Services Canada (SSC)
Where: No fixed location
Kept: Not stated by the Helpful Places.
Shared with: Not stated by the Helpful Places.

What it is for

Employment & Work

This tool automatically extracts and ranks skills from job application submissions to help hiring managers conduct an initial review of candidates. It is designed to prioritize critical skills identified in a Statement of Merit Criteria (SOMC) so that managers can focus their review efforts. The system is currently in development and is intended for use by Government of Canada employees involved in staffing. Job applicants may be affected by the rankings it produces, but human managers are expected to conduct further analysis before any hiring decisions are made.

What it collects and what happens to it

Data taken in

Sensitive personal information

Identifiable data

Résumés and job application submissions from individual applicants, which typically contain names, work history, education, and declared skills.

Government of Canada AI Register — CV Analyzer

Operational data

Anonymized data

Statement of Merit Criteria (SOMC) defining the critical skills required for the position being staffed — used as the benchmark against which applicant skills are ranked.

Government of Canada AI Register — CV Analyzer

Processing

Classification & Prediction

Extracts skill mentions from CV text and classifies them against SOMC critical skills, then produces a ranked list of candidates by skill match for managerial review.

Government of Canada AI Register — CV Analyzer

What it does

Deciding (Analytical AI)

Human decides

The system scores and ranks applicant skills from CV text, producing a prioritized list for hiring managers. Managers conduct further analysis before any hiring decision is made — the AI is advisory only.

Government of Canada AI Register — CV Analyzer

Sensing (Perceptive AI)

Human decides

The system reads and interprets unstructured CV text to extract structured skill information prior to ranking and scoring.

Government of Canada AI Register — CV Analyzer

Outputs

A recommendation or prediction

Identifiable data

A ranked list of applicants ordered by their match to the SOMC critical skills, presented to hiring managers as advisory input for further human review and analysis. The ranking is not a final hiring decision.

Government of Canada AI Register — CV Analyzer

Run by

Shared Services Canada (SSC)

Shared Services Canada is the federal department responsible for developing and deploying the CV Analyzer tool to assist Government of Canada hiring managers.

Government of Canada AI Register — CV Analyzer

Built by

Government of Canada

The Government of Canada developed the CV Analyzer internally, acting as both the developing authority and the deploying organization.

Government of Canada AI Register — CV Analyzer

Kept for

Not stated by the Helpful Places.

Shared with

Not stated by the Helpful Places.

Stored

Not stated by the Helpful Places.

How to read the colours

Can it identify you?

Anonymized data: Data about people with the link to who is broken. Stripped of identifiers, blurred, aggregated, or noised so this system can’t reasonably tie a record back to an individual.
Pseudonymous data: Each person’s data is tied to a token (hash, ID, template) that lets this system recognise the same person across events, but the token itself doesn’t reveal a name. Reidentification is possible with extra information.
Identifiable data: The data either contains a direct identifier (name, address, account name, recognisable face or voice, plate number) or carries a token this system uses to look up legal identity during processing.

Who completes the loop?

Human decides: This mode suggests; a person decides what to do next. The AI is always advisory — a human is in the loop on every decision. Example: a triage tool ranks cases for a clinician who chooses which to see first.
Human executes: This mode decides; a person carries out the result. Example: an optimizer plans the day’s trash-collection routes, and drivers run them.
Autonomous: This mode decides and acts on its own. No person reviews each decision or carries out the resulting action.

Definitions from the DTPR standard. Amber is about your data, violet about who decides. The fuller the shape and the deeper the colour, the more identifying the data or the less a person is involved.

What you can do

Ask about this system

Questions go to the Helpful Places, not the vendor.

Your rights

Right to Algorithmic TransparencyAs a Government of Canada job applicant, you have the right to know that an AI tool may be used to extract and rank your skills during an initial screening of your application. Details on how to request information about automated screening used in a staffing process can be obtained through the hiring department's human resources office or through the Access to Information and Privacy (ATIP) process.
Right to a Human ReviewThe CV Analyzer is designed as a first-pass tool only. Hiring managers are required to conduct further review and analysis before any staffing decision is made. The automated ranking does not constitute a final decision. Applicants who believe a staffing decision was made improperly may contact the hiring department's human resources office or file a complaint through applicable recourse mechanisms under the Public Service Employment Act.

Risks and safeguards

Reputational harmApplicants may be inaccurately ranked due to skill extraction errors, keyword bias, or failure to recognize equivalent experience, potentially disadvantaging qualified candidates.Safeguard: The system is designed as a first-pass tool only; hiring managers are expected to conduct further analysis before any decision. The system is still in development, suggesting review processes are being established.
Loss of autonomyApplicants have no visibility into how their CV is being scored or ranked by the automated tool, limiting their ability to understand or respond to the basis on which they are being assessed.Safeguard: The system is described as advisory with human manager review required before further action; however, no explicit opt-out, notification, or explanation mechanism for applicants is described in the register entry.