Talent Acquisition

Recruitment is the process of identifying and attracting a pool of suitable candidates for vacancies. Selection is the process of assessing candidates and choosing the one most likely to succeed. Talent acquisition (TA) is the broader, longer-term function that connects hiring to workforce planning: it includes employer branding, talent pipelines, sourcing strategy, selection, offer management, onboarding and the data to improve all of these.

Fit and the ASA framework

Selection looks at two kinds of fit. Person–job fit is the match between a person’s knowledge, skills and abilities and the requirements of the job. Person–organisation fit is the match between a person’s values and preferences and the organisation’s culture.

Benjamin Schneider’s attraction–selection–attrition (ASA) framework (1987) explains how organisations become more homogeneous over time. People are attracted to organisations whose values resemble their own, organisations select people who fit, and people who do not fit leave (attrition). The result is a strong, consistent culture, but also a risk of sameness that limits diversity and adaptability. This is why “culture fit” as a hiring criterion can turn into hiring people similar to existing staff; many organisations now assess “culture add” or specific values instead.

Passive candidates, people not actively looking, form most of the talent market for experienced roles. Reaching them requires direct sourcing, a credible employer brand and an offer that answers why they should move.

Diversity sourcing. Broaden channels (women’s networks, returnship programmes for women restarting careers, disability employment partners, universities outside the usual list) and track the diversity of the candidate slate at each stage, not only of hires.

Two concepts from first principles

Reliability is the consistency of a measure. A reliable test gives similar results when repeated (test–retest reliability), and a reliable interview produces similar ratings from different interviewers (inter-rater reliability). An unreliable method cannot be valid.

Validity is the extent to which a method measures what it claims and predicts what matters. Content validity: the method samples the actual content of the job (a typing test for a typist). Criterion validity: scores correlate with a performance measure, either later (predictive) or at the same time for current employees (concurrent). Construct validity: the method measures the underlying trait it intends to measure, such as conscientiousness. Validity in selection is usually expressed as a correlation coefficient between method scores and job performance.

Adverse impact occurs when a method selects members of a group at a substantially lower rate than others. In the United States, the “four-fifths rule” treats a selection rate for one group below 80% of the highest group’s rate as evidence of adverse impact; Indian law has no equivalent test, but the principle is useful for auditing fairness.

Evidence on selection methods

A 2022 re-analysis by Paul Sackett and colleagues corrected earlier estimates (Schmidt and Hunter, 1998) and produced the following approximate validities:

Designing a structured interview

1. Identify the competencies that matter for the role from job analysis (for example, stakeholder management, problem solving, resilience).
2. Write questions for each competency, using two types. Behavioural questions ask about past behaviour: “Tell me about a time you had to persuade a sceptical line manager to adopt a new policy.” Situational questions ask about hypothetical situations: “What would you do if three operators refused overtime on a dispatch-critical day?”
3. Create an anchored rating scale for each question, describing what poor, acceptable and strong answers contain (the same logic as BARS, Chapter 3).
4. Train interviewers, assign competencies to panel members, and ask every candidate the same core questions.
5. Rate independently before discussing, then discuss evidence against the anchors.

Candidates answering behavioural questions are commonly coached to use STAR: Situation, Task, Action, Result. Interviewers can use the same structure to probe for missing parts, especially the candidate’s own actions and the measurable result.

Other methods

Common interviewer biases (Chapter 7): first impressions and the halo effect, similarity or affinity bias (same college, region or background), contrast effects between candidates, stereotyping, confirmation bias after the first few minutes, and overconfidence in one’s ability to judge people quickly. Controls are structured interviews, diverse panels, independent scoring, and tracking selection rates by group.

Legal requirements in India.

The problem. Notice periods of 60 to 90 days are normal in Indian corporate employment, and 90 days is common in IT services and consulting. During the notice period, the current employer may make a counter-offer, and other employers may make competing offers. Some candidates accept several offers and join only one. The result is a high offer drop-out or renege rate, which Indian TA teams track as the offer-to-join ratio.

What works.

The offer letter and appointment letter. An offer letter states the role, compensation, joining date and conditions (such as background verification). Under the OSH Code, an appointment letter in the prescribed format must be issued to every employee on joining.

Definition. Onboarding is the process of integrating a new employee into the organisation, its culture and their role, from acceptance of the offer until they are fully productive, often six to twelve months.

Talya Bauer’s 4 Cs (SHRM Foundation) describe four levels of onboarding:

Good practice: pre-boarding before day one; laptop, access and workspace ready on the first day; a manager-led first week; a buddy; a 30-60-90-day plan with early contribution; check-ins at 30, 60 and 90 days; and a short onboarding survey. Measures: early attrition, time to productivity, new-hire engagement and hiring-manager satisfaction.

Typical Indian campus process: pre-placement talk, online aptitude or domain test, group discussion or case exercise, one or more interviews (often including HR), offer. Many employers rely heavily on summer internships converting into pre-placement offers (PPOs), because an internship is an extended work sample.

Early-career programmes. Management trainee programmes (for example HUL’s Unilever Future Leaders Programme, ITC’s management trainee programme, the Tata Administrative Service) rotate trainees across functions before a first posting. IT services companies hire freshers at scale through national tests such as the TCS National Qualifier Test (NQT) and train them before deployment.

Retail, quick commerce, logistics, BPO and delivery roles can require thousands of hires a month with annual attrition above 50%. Effective volume hiring uses mobile-first and local-language applications (including WhatsApp-based chatbots), simple screening on essential criteria, walk-in or same-day interviews and offers, referral drives, and staffing partners for peaks. Key metrics are time-to-hire, show-up rates and retention at 30 and 90 days. Realistic job previews (showing actual shifts, pay and conditions before the offer) reduce early attrition.

Funnel example (campus HR trainees). 2,000 applications → 400 pass the aptitude test (20%) → 120 reach the case and group round (30%) → 40 are interviewed (33%) → 15 receive offers (38%) → 13 accept (87%) → 12 join (92%). To hire 24 next year at the same yields, about 4,000 applications are needed, or the yields must improve.

Costs of hiring. Hard costs: job portals, agency and search fees, referral bonuses, campus travel, assessment tools, background verification, recruiter salaries. Hidden costs: interviewers’ time, vacancy costs (lost output, overtime), ramp-up time, and the cost of a bad hire, which for senior or critical roles can exceed a year’s salary.

Cautionary cases. Amazon abandoned an experimental CV-screening tool in 2018 after finding it penalised CVs that included the word “women’s“, because it had learned from a decade of male-dominated hiring data. HireVue stopped using facial analysis in its video assessments in 2021 after criticism. New York City’s Local Law 144 (in force 2023) requires independent bias audits of automated employment decision tools.

Governance principles: validate tools against actual job performance; audit outcomes by gender, age, region and language; keep a human responsible for rejection decisions; explain to candidates how they are assessed; and comply with the DPDP Act.

Problem. Unilever’s Future Leaders Programme received about 250,000 applications a year for about 800 places, and the manual process took four to six months.

Approach (from 2016). Candidates applied with their LinkedIn profiles; played Pymetrics neuroscience-based games measuring traits such as risk appetite and attention; completed a HireVue video interview scored with AI; and the shortlisted candidates attended a one-day Discovery Centre assessed by Unilever staff. Screening shifted from experience and university to potential, and every applicant received feedback.

Reported results. Time-to-hire fell from about four months to about four weeks; recruiter screening time fell by about 75%; savings of about £1 million a year were reported; the share of hires from a wider range of universities rose; and candidate satisfaction was high.

• Employment-linked incentives. The Pradhan Mantri Viksit Bharat Rozgar Yojana, effective from 1 August 2025, provides an incentive to first-time employees registered with the EPFO and incentives to employers for additional formal hires, with longer support for manufacturing. It lowers the cost of hiring into formal, PF-covered employment.
• Apprenticeships. The Apprentices Act, 1961 and the National Apprenticeship Promotion and Training Schemes (NAPS and NATS) share stipend costs, making apprenticeships a low-cost pipeline for manufacturing and services.
• PM Internship Scheme (piloted from 2024) places young people in internships with large companies, with a government-funded stipend.
• Verification and fraud. Fake experience certificates, proxy interviews and bribery in hiring are known risks. In 2023, TCS dismissed employees and barred staffing vendors after finding irregularities in its contractor hiring. Consent-based background verification and secure, proctored assessments are standard responses.