What do recent industry benchmarks say about the speed and accuracy of automated resume screening software versus human recruiters
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent industry benchmarks say about the speed and accuracy of automated resume screening software versus human recruiters
3 real searches · 1 real-search pass
2024 2025 benchmark automated resume screening software speed accuracy human recruiters study ATS AI hiring screeningGoogle ↗
OBSERVEDComparison
2025 study AI resume screening accuracy human recruiters benchmark time saved hiring automationGoogle ↗
OBSERVEDReason
2024 research algorithmic resume screening bias accuracy human recruiters audit studyGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2024 2025 benchmark automated resume screening software speed accuracy human recruiters study ATS AI hiring screening Google ↗
2025 study AI resume screening accuracy human recruiters benchmark time saved hiring automation Google ↗
2024 research algorithmic resume screening bias accuracy human recruiters audit study Google ↗
- Benchmarking AI-Driven Resume Screening: an Evaluation of Precision and Efficiency | IEEE Conference Publication · ieeexplore.ieee.org
- FINAL FINAL Recruitment Benchmarks 2025 Report · ta.smartrecruiters.com
- Augment or Automate? An Early Field Experiment with Generative AI in Hiring by Kobbina Awuah, Ursa Krenk, David Yanagizawa-Drott :: SSRN · papers.ssrn.com
- Augment or Automate? An Early Field Experiment with Generative AI in Hiring by Kobbina Awuah, Ursa Krenk, David Yanagizawa-Drott :: SSRN · papers.ssrn.com
- AI in Talent Acquisition · ilr.cornell.edu
- Measuring Bias in Job Recommender Systems: Auditing the Algorithms · nber.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 benchmark automated resume screening software speed accuracy human recruiters study ATS AI hiring screening OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2025 study AI resume screening accuracy human recruiters benchmark time saved hiring automation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2024 research algorithmic resume screening bias accuracy human recruiters audit study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |