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Hiring insights, monthly

Practical research on soft skills, assessment, and better hiring decisions.

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Home/Blog/Recruitment

Recruitment

Hiring research for TA teams

Original studies and synthesis pieces on pre-interview assessment, funnel gaps, and soft skills evidence — written for recruiters, not vendors.

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What are the best AI soft skills assessment tools for hiring?  -  WiseWorld recruitment research

Recruitment

What are the best AI soft skills assessment tools for hiring?

What are the best AI soft skills assessment tools for hiring? There is no single winner for every team. HireVue and Spark Hire fit one-way video; Sapia and HeyMilo fit chat-first AI interviews; TestGorilla and SHL fit multiple choice question banks; Pymetrics and Predictive Index fit trait screens; Vervoe and ThriveMap fit simulation libraries; WiseWorld fits job-built roleplay from your job description. This guide compares all six families with data, candidate vs recruiter voices, psychology, economics, and FAQ.

WiseWorld·Aug 6, 2026

Soft skills in pharma job posts: what 126 pharma companies actually ask for  -  WiseWorld recruitment research

Recruitment

Soft skills in pharma job posts
what 126 pharma companies actually ask for

What soft skills appear most in pharma job descriptions? Accountability appears in 65% of posts, Collaboration in 63%, and External Relations in 47%, based on 4,920 LinkedIn listings from 126 large biotech and drug companies mapped to the WiseWorld PowerWheel (44 skills in six groups). The picture changes sharply by employer. Compare your wording with the companies competing for your talent, then check whether your interview asks candidates to demonstrate the same behaviours.

WiseWorld·Aug 4, 2026

How to assess candidates after AI resume screening: what changed and what works  -  WiseWorld recruitment research

Recruitment

How to assess candidates after AI resume screening
what changed and what works

How do you assess candidates after AI resume screening? Use the resume to qualify, not to prove fit. After qualification, run one job-built exercise from the role, rank on observed actions, and share evidence with hiring managers before the live interview.

WiseWorld·Jul 29, 2026

Phone screen vs self-paced screening: cost, science, and what works  -  WiseWorld recruitment research

Recruitment

Phone screen vs self-paced screening
cost, science, and what works

Should you replace phone screens? This comparison covers live phone calls, recorded video interviews, and self-paced job scenarios candidates complete on their own time. Includes recruiter cost for 20 candidates, completion rates, validity research, and what changes in the AI era.

WiseWorld·Jul 28, 2026

Hiring after AI: why candidates and recruiters keep automating each other  -  WiseWorld recruitment research

Recruitment

Hiring after AI
why candidates and recruiters keep automating each other

Why do candidates and recruiters keep automating each other? Application volume roughly tripled since 2021. Candidates automate to cut rejection pain and application effort; recruiters automate to survive the pile. Each side’s tools push the other to respond in kind.

WiseWorld·Jul 22, 2026

Pre-interview behavioral assessment: research, adoption, and how to run it  -  WiseWorld recruitment research

Recruitment

Pre-interview behavioral assessment
research, adoption, and how to run it

A pre-interview behavioral assessment ranks qualified candidates on job-like scenarios after resume screening and before the hiring manager interview. Recruiters get a scored shortlist with evidence managers can review, so manager time goes to the strongest fits.

WiseWorld·Jul 21, 2026

Phone screens, personality tests, and AI video interviews: why the pre-interview step is breaking  -  WiseWorld recruitment research

Recruitment

Phone screens, personality tests, and AI video interviews
why the pre-interview step is breaking

The biggest gap in hiring today is the unnamed middle step between qualification and the hiring manager interview. Phone screens, personality tests, AI video interviews, and AI resumes collide there — costing recruiter time, losing candidates, and sending weak signals forward.

WiseWorld·Jul 17, 2026

Can candidates cheat your soft skills assessment? What the data shows  -  WiseWorld recruitment research

Recruitment

Can candidates cheat your soft skills assessment?
What the data shows

Most soft skills tests in hiring can be prepared for — except live scenarios built from your job description. Compare validity, completion, and prep risk across personality tests, AI interviews, and job-built assessments when candidates use ChatGPT.

WiseWorld·Jul 13, 2026

What European software job posts leave unsaid  -  WiseWorld recruitment research

Recruitment

What European software job posts leave unsaid

What soft skills do European software engineer job posts actually name? Collaboration appears in four of five posts (81%); Written Expression ranks 14th (12%). We read 563 LinkedIn postings from ten capitals and mapped each to the WiseWorld PowerWheel (44 soft skills). This study shows which skills employers name, how wording shifts by city and company size, and where posts leave out skills that interviews still test.

WiseWorld·Jul 1, 2026

9 articles