Role Replacement · CV Screener / Recruitment Researcher

    Replace Your CV Screener With AI

    Every CV read against your scorecard. Every candidate scored with reasoning. Every shortlist explainable and bias-audited. At a fraction of the cost of a human screener — and faster.

    The cost today

    What this team really costs you each year

    Most owners look at salary. The fully-loaded number is far higher once you add NICs, pension, software seats, equipment, holiday cover, training and the cost of attrition.

    For a typical 1 screener / researcher cv screener / recruitment researcher, the real annual cost in 2026 is £32k–£48k/yr.

    Read: The real cost of UK labour in 2026

    Fully-loaded annual cost

    • Salary (£26k average)£26,000
    • Employer NICs + pension£4,680
    • ATS + LinkedIn Recruiter seat£3,600
    • Recruitment + churn£2,500
    • Total / year£32k–£48k/yr

    What AI replaces

    The exact tasks an AI workforce takes off this team

    Not theory. These are the high-volume, repetitive tasks Creative Agent automates inside UK businesses today — running 24/7, consistently, at a fraction of the human cost.

    CV scoring against your scorecard

    Reads every CV, scores against explicit criteria, returns a shortlist with reasoning — not a black box.

    Candidate sourcing

    Searches LinkedIn / job boards on a brief, surfaces and enriches qualified candidates daily.

    Boolean & semantic search at scale

    Goes beyond keyword matching to understand the actual experience required.

    Pipeline reactivation

    Re-scores your historical ATS data against new roles — surfaces past silver-medallists.

    Initial outreach drafting

    Writes personalised first messages referencing the candidate's actual experience.

    Bias audit & reporting

    Provides shortlist diversity stats and audit trail for every decision.

    Still needs a human

    • Final hiring decisions
    • Candidate phone screens & interviews
    • Hiring manager calibration
    • Offer negotiation

    The ROI math

    Human team vs AI workforce — the numbers

    Human team / year

    £32k–£48k

    AI workforce / year

    £5k–£12k

    Annual saving

    £25k+

    Typical payback: 4–8 weeks from go-live.

    Frequently asked questions

    Quick answers, structured for AI search engines and humans alike.

    Doesn't AI screening introduce bias?+

    Properly built, it reduces bias because every CV is judged against the same explicit scorecard. We blind protected characteristics and provide an audit trail for every decision.

    Will it surface candidates a human misses?+

    Routinely. Humans skim CVs in 6 seconds; the AI reads every line and reasons about transferable experience.

    ATS integration?+

    Yes — Greenhouse, Workable, Bullhorn, Lever, plus bespoke ATS via API or RPA.

    High-volume campaigns?+

    Scales linearly. 50 or 5,000 — same response time, same quality.