The Recruiting Glossary: 50 Terms Every HR Manager Should Know

Recruiting has its own language. New terms appear every year. Some are genuinely useful. Others are old concepts with new names.

This glossary covers 50 terms that matter in modern recruiting. Each definition is practical, not academic. Where relevant, we explain how the concept connects to AI-powered screening.

A

Active Sourcing

Proactively reaching out to candidates instead of waiting for applications. Recruiters search LinkedIn, GitHub, or industry networks to find talent. Active sourcing is essential when fewer than 30% of qualified candidates are actively looking for jobs. It complements passive recruiting channels like job boards.

Applicant Tracking System (ATS)

Software that manages the entire application process. An ATS stores CVs, tracks candidate status, and handles communication. Most companies with 50+ employees use one. Modern ATS platforms integrate with AI screening tools like HireSift to automate the initial evaluation phase.

AI Screening

Using artificial intelligence to evaluate CVs against job criteria. AI screening tools parse resumes, extract qualifications, and assign scores. HireSift uses two scores: CV Match (criteria alignment) and HireSift Score (overall candidate quality). AI screening reduces screening time by 70-85% while maintaining consistency.

Assessment Center

A structured evaluation process using multiple exercises. Candidates complete tasks like group discussions, presentations, and case studies. Assessment centers are expensive — typically 1,000-3,000 EUR per candidate. They're used primarily for management positions and graduate programs.

B

Bias (Unconscious)

Systematic errors in judgment caused by mental shortcuts. In recruiting, bias affects who gets interviewed and hired. Common types: affinity bias (preferring similar people), halo effect (one positive trait influencing overall judgment), and name bias (judging candidates by name origin). AI screening can reduce some biases — but only if the training data and criteria are bias-free.

Boolean Search

Using operators like AND, OR, and NOT to search candidate databases. Example: "Java AND Kubernetes NOT Junior." Boolean search is fundamental for sourcing on LinkedIn and in ATS systems. It requires practice but dramatically improves search precision.

Bounce Rate (Career Page)

The percentage of visitors who leave your career page without taking action. Average bounce rates for career pages range from 40-60%. High bounce rates indicate poor job descriptions, slow page loads, or complicated application forms.

C

Candidate Experience

How candidates perceive your hiring process. 72% of candidates share negative experiences online. A poor candidate experience damages your employer brand and reduces future applications. Key touchpoints: application simplicity, response time, interview communication, and rejection handling.

Candidate Journey

The complete path a candidate takes from awareness to hire. Stages: awareness, consideration, application, screening, interview, offer, onboarding. Each stage has drop-off points. Mapping your candidate journey reveals where you lose good candidates.

Candidate Persona

A fictional profile of your ideal candidate. Includes demographics, motivations, preferred channels, and career goals. Candidate personas help tailor job descriptions and choose the right recruiting channels. They are most useful for recurring roles with high volume.

Cost per Hire

Total recruiting cost divided by number of hires. Includes job board fees, recruiter time, tools, and agency costs. The average cost per hire in Germany is 4,700 EUR for skilled roles. Senior positions can exceed 15,000 EUR. AI screening reduces cost per hire by cutting time spent on manual CV review.

Cultural Fit

How well a candidate's values and work style align with your organization. Cultural fit affects retention more than skills. 89% of failed hires within 18 months fail due to cultural misfit. Important: cultural fit should not mean "someone like us." Diversity matters. Assess cultural add, not just cultural fit.

CV Parsing

Extracting structured data from unstructured CVs. A parser identifies names, dates, skills, job titles, and education from PDF or Word files. Parsing accuracy varies: 70-90% depending on CV format. HireSift combines parsing with LLM-based extraction for higher accuracy on unconventional CV formats.

D

Diversity Recruiting

Strategies to attract candidates from underrepresented groups. Goes beyond compliance. Diverse teams outperform homogeneous teams by 35% on financial metrics. Practical steps: blind screening, inclusive job language, diverse interview panels, and structured evaluation criteria.

Direct Search

Also called headhunting. A recruiter identifies and contacts specific individuals for a role. Used primarily for executive and highly specialized positions. Direct search fees range from 20-33% of annual salary. It's the most expensive but often most effective channel for senior roles.

E

Employer Branding

How your company is perceived as an employer. Employer branding affects application volume, quality, and cost per hire. 75% of candidates research a company's reputation before applying. Strong employer brands receive 50% more qualified applications and hire 1-2x faster.

EU AI Act

European regulation governing artificial intelligence, effective since 2024. AI in recruiting is classified as "high-risk." Requirements include: transparency about AI use, human oversight, bias auditing, and documentation. Non-compliance penalties reach up to 35 million EUR or 7% of global revenue. HireSift is designed to be EU AI Act compliant with transparent scoring and human-in-the-loop processes.

Employee Referral Program

A structured system where employees recommend candidates. Referral hires have 45% retention rates after 2 years vs. 20% from job boards. Typical referral bonuses range from 500-5,000 EUR. Referral programs are the highest-ROI recruiting channel for most companies.

F

Funnel (Recruiting)

The stages candidates pass through from application to hire. A typical funnel: 250 applications → 50 longlist → 15 shortlist → 5 interviews → 1 hire. Each stage has a conversion rate. Tracking your funnel reveals bottlenecks. AI screening compresses the top of the funnel significantly.

G

EU regulation governing personal data processing. In recruiting, GDPR requires: consent for data storage, purpose limitation, data minimization, and the right to deletion. Candidate data must be deleted after the process ends unless consent for talent pools is given. HireSift processes all data GDPR-compliant within EU infrastructure.

Ghosting (Candidate)

When a candidate stops responding without explanation. 28% of candidates have ghosted an employer. Common causes: too-slow processes, better offers, poor communication. Prevention: fast response times, clear timelines, and regular updates.

Ghosting (Employer)

When a company stops responding to a candidate. 75% of candidates report being ghosted by employers. This is the single biggest driver of negative candidate experience. Automated rejection emails are better than silence. Always close the loop.

H

Hiring Manager

The person who will manage the new hire. Hiring managers define requirements, participate in interviews, and make the final decision. Alignment between recruiter and hiring manager is the strongest predictor of hiring success. Misalignment causes 60% of failed searches.

HR Tech

Technology solutions for human resources. The HR Tech market exceeds 30 billion EUR globally. Categories include: ATS, AI screening, video interviewing, onboarding, and analytics. The trend is toward integrated platforms and AI-powered automation.

I

Internal Mobility

Filling positions with existing employees. Internal hires ramp up 40% faster and stay 20% longer. Companies with strong internal mobility programs have 41% lower turnover. Internal mobility requires transparent job postings and skills databases.

J

Job Board

Online platforms where companies post vacancies. Major DACH boards: StepStone, Indeed, LinkedIn, XING. Average cost per posting: 500-1,500 EUR. Return varies significantly by role and industry. Multiposting tools help manage listings across multiple boards.

K

KPI (Key Performance Indicator)

Measurable values that track recruiting effectiveness. Core recruiting KPIs: time-to-hire, cost per hire, quality of hire, offer acceptance rate, and source of hire. Track at minimum 5 KPIs. Review monthly. Benchmark against industry standards.

L

Longlist

The first selection of potentially suitable candidates. Typically 15-25% of all applications. Creating a longlist manually from 250 applications takes 8-12 hours. AI screening generates a ranked longlist in minutes. The longlist feeds into more detailed evaluation for the shortlist.

M

Matching Score

A numerical value indicating how well a candidate fits a position. HireSift uses two scores: CV Match (criteria-based) and HireSift Score (holistic quality). Matching scores enable objective comparison. They work best with well-defined criteria. Scores are starting points for evaluation, not final decisions.

Multiposting

Publishing a job ad on multiple platforms simultaneously. Multiposting tools distribute listings to 10-50+ channels with one click. They save time and ensure consistent messaging. Cost ranges from 99-500 EUR/month for the tool plus individual platform fees.

N

Nurturing (Candidate)

Maintaining relationships with candidates over time. Used for talent pools and passive candidates. Techniques: personalized emails, company updates, event invitations. Nurturing converts passive candidates into applicants when the right role opens.

O

Offer Acceptance Rate

Percentage of job offers that candidates accept. Average in DACH: 85-90%. Below 80% signals problems: compensation misalignment, slow processes, or poor candidate experience. Track this metric by role, department, and recruiter.

Onboarding

The process of integrating new hires. Structured onboarding improves retention by 82% and productivity by 70%. Yet 88% of organizations do onboarding poorly. Good onboarding starts before day one and lasts 90 days minimum.

P

Passive Candidates

Professionals not actively looking for jobs. 70% of the global workforce are passive candidates. They are often the best hires — lower turnover, higher performance. Reaching them requires active sourcing, employer branding, and networking.

Pre-Screening

Initial evaluation of candidates before interviews. Traditional pre-screening: reading CVs, phone screens. AI pre-screening: automated CV analysis against criteria. HireSift automates this step, reducing the time from 18 hours to minutes for 250 applications. Read more about how AI rankings feed into interviews.

Q

Quality of Hire

How well new hires perform and retain. The most important recruiting metric — and the hardest to measure. Indicators: performance ratings after 6-12 months, manager satisfaction, and retention at 1 year. AI screening improves quality of hire by ensuring consistent criteria evaluation.

R

Recruiting Funnel

See Funnel.

Rejection Management

How you handle candidate rejections. 94% of candidates want feedback. Only 41% receive it. Good rejection management includes: timely notification, personalized reasoning, and encouragement to reapply. Automated but personalized rejections maintain candidate experience at scale.

Retention Rate

Percentage of employees who stay over a defined period. Industry average in DACH: 85% after 1 year. Below 80% indicates systemic issues. Retention starts with hiring — the best predictor of retention is hiring process quality.

S

Shortlist

The final selection of candidates invited to interviews. Typically 3-8 candidates. The shortlist is created from the longlist after deeper evaluation. AI scores help prioritize, but human judgment selects the final shortlist. Learn how to prepare interviews based on AI rankings.

Skill-Based Hiring

Evaluating candidates on demonstrated skills rather than credentials. 76% of employers now use some form of skill-based hiring. Benefits: wider talent pools, reduced bias, better performance prediction. Challenges: defining and measuring skills consistently. AI screening supports skill-based hiring when criteria focus on capabilities, not degrees.

Sourcing Channel

Any platform or method used to find candidates. Common channels: job boards, social media, referrals, agencies, career fairs, university partnerships. Track cost per hire and quality of hire by channel. Most companies over-invest in job boards and under-invest in referrals.

T

Talent Pool

A database of potential candidates for future roles. Includes past applicants, sourced candidates, and networking contacts. Active talent pools reduce time-to-hire by 50%. Requires ongoing nurturing and GDPR-compliant data management.

Time-to-Hire

Days from job posting to accepted offer. DACH average: 30-45 days for skilled roles, 60-90 days for senior positions. Every day of delay costs companies an estimated 500 EUR in lost productivity. AI screening cuts the first phase — CV review — from days to minutes.

U

Unconscious Bias

See Bias.

V

Video Interview

Remote interviews conducted via video platform. Types: live (Zoom, Teams) and asynchronous (recorded answers). Async video interviews screen 3x more candidates per hour. Post-pandemic, 82% of companies use video interviews for at least one round.

W

War for Talent

Competition among employers for skilled professionals. Coined in 1997 by McKinsey. More relevant than ever: 87% of companies report talent shortages. The "war" is won by those with strong employer brands, fast processes, and candidate-centric hiring. Industries like healthcare and tech face the most intense competition.

X

X-Ray Search

Advanced search technique using Google to find profiles on specific sites. Syntax: site:linkedin.com "Java developer" "Munich". X-ray search bypasses platform limitations. It's a core skill for technical sourcers and costs nothing beyond time.

Y

Yield Ratio

The ratio of candidates moving from one recruiting stage to the next. Example: 250 applications → 50 phone screens = 20% yield ratio. Track yield ratios at each funnel stage. Sudden drops indicate process problems. Compare across roles and time periods.

Z

Zero-Click Application

Applying to a job with one click using pre-stored profile data. LinkedIn "Easy Apply" is the most common example. Zero-click applications increase application volume by 200-300%. The trade-off: higher volume, lower average quality. AI screening becomes essential to manage the increased volume efficiently.

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