Talent Acquisition Work in the United States: Evidence from 120 Current Vacancies

Talent Acquisition Work in the United States: Evidence from 120 Current Vacancies

The report and public evidence package are archived at Zenodo DOI 10.5281/zenodo.22699207. Download the research report PDF.

MTF Institute Research Team
11 September 2026
Version 1
Course title: Professional Certificate in Talent Acquisition Archival record: Zenodo DOI 10.5281/zenodo.22699207

Abstract

Talent acquisition is easy to describe too broadly. Some employers use the term for workforce strategy, employer brand, recruiting operations, executive search, campus hiring and onboarding; others use recruiter for a person who performs only one part of the process. This study asks a narrower course-design question: is there a coherent, mass-market U.S. professional position that begins with an approved hiring need and runs through sourcing, screening, structured interview workflow, offer support and a clean handoff—without duplicating a broad HR Generalist course?

We analysed a structured purposive point-in-time sample of 120 public U.S. vacancies observed on 11 September 2026. The sample covers 99 named employers and four direct employer ATS families: Greenhouse, Ashby, Workday and Lever. Every record exposed current public role content and an application route or non-passed closing date, supported at least two stages of the declared cycle, and was unique by both URL and employer-title-location composite. The design is not statistically representative. Counts describe the accepted sample, not the U.S. labour market as a whole.

The evidence supports a clear hands-on role family across Talent Acquisition Specialist, Recruiter and Recruiting Coordinator titles. Sourcing appeared in 115 records; candidate communication in 100; ATS or requisition administration in 98; interview workflow in 93; offer support in 86; screening in 83; requisition intake in 75; and decision documentation or disposition in 69. The detailed 80-record core also showed strong expectations around recruiting records, funnel reporting, high-volume coordination, candidate experience, discretion and cross-functional work.

The resulting professional position is precise: a Talent Acquisition Specialist turns an approved hiring need into a documented candidate pipeline, applies job-related screening criteria, coordinates a structured interview and debrief process, supports an authorised offer, keeps candidates and stakeholders informed, and transfers an accepted candidate through a complete handoff. Payroll, benefits, employee relations, performance management, retention, workforce strategy, organisation design, succession planning and onboarding delivery remain outside scope.

Research question

The study asked five connected questions:

1. Do current U.S. employer vacancies support a coherent hands-on talent-acquisition role family?
2. Is the sourcing–screening–interview–offer cycle connected strongly enough to teach as one operating process?
3. What documents, records, methods, behaviours, tools, interfaces and decision limits define credible preparation for the role?
4. How should offer handoff be taught when public job descriptions differ in the detail they expose?
5. Can the position remain distinct from MTF Institute's broader HR Generalist programme?

The evidence answers the first three questions affirmatively and the last two with explicit boundaries. The work is connected, but the downstream transfer must be taught as an accountable process control rather than a claim that every employer uses one universal form. The role is distinct from HR Generalist only when the course stops at the accepted-candidate handoff and does not absorb ongoing employee administration.

Demand and occupational context

The U.S. Bureau of Labor Statistics places recruiting work inside the broader Human Resources Specialists occupation. Its current profile states that specialists recruit, screen and interview applicants and place newly hired workers in jobs; it also notes that some specialists handle compensation, benefits, training and employee relations. That breadth is useful for occupational context and also explains why a specialised course needs a narrower promise.

BLS reports 939,700 Human Resources Specialist jobs in 2025, projects 6% growth from 2025 to 2035 and estimates about 73,700 openings per year on average over the decade. These figures describe a broad occupation, not talent-acquisition vacancies or course demand. They establish that recruiting sits inside a large, continuing occupational family; they do not justify a placement, salary or credential-recognition claim.

ONET's 2026 update describes the same occupation as recruiting, screening, interviewing or placing individuals and lists Recruiter and Corporate Recruiter among reported titles. Its task and technology pages reinforce that the work combines communication, information gathering, documentation, computer use and human-resources software. ONET also lists Sourcing Recruiter as an approved apprenticeship-related title. Again, this is occupational context rather than proof that every employer uses the same process.

Professional-learning demand provides a separate signal. SHRM markets a paid Talent Acquisition Specialty Credential, and Coursera/HRCI offers a public Talent Acquisition course. These products show that established providers package talent acquisition as a distinct learning topic. Public marketplace participation is a separate, directional interest signal; it is not audited demand, U.S.-only participation, willingness to pay, completion or employer acceptance. They do not prove equivalence to an MTF certificate or a universal curriculum standard.

Method

Predeclared geography and role boundary

The research geography was declared as the United States before vacancy collection. The accepted position was also bounded before analysis: hands-on recruiting execution from approved requisition intake through sourcing, screening, interview workflow, selection support, offer support and clean handoff. Broad HR administration and post-hire employment lifecycle work were exclusion areas.

This boundary matters because the course title is intentionally familiar. Talent Acquisition can otherwise expand until it becomes an HR strategy or people-management programme. The study therefore accepted Recruiter, Recruiting Coordinator, Talent Acquisition Specialist and hands-on Talent Acquisition Partner titles only when the duties directly supported the operating cycle. People leadership without hands-on recruiting, broad HR roles, internal mobility, sales-oriented staffing work and internships were excluded.

Two-stratum sample

The sample contains 120 records in two transparent strata. The 80-record core was collected from direct employer Greenhouse and Lever pages and coded in detail. It captures duties, work products, hard skills, observable behaviours, tools, experience, education, level, cadence, interfaces, authority and escalation. A separate 40-record source-diversity stratum was collected from direct employer Workday, Ashby and Lever pages and coded for the declared cycle stages, role level, currentness and a minimal factual summary.

The split addresses a practical evidence problem. Public ATS pages differ in access and structure. Using one host for every detailed field would make collection efficient but could overstate the diversity of the evidence environment. The second stratum increases employer and hosting diversity while preserving a clear denominator rule. All-120 findings are limited to the eight consistently mapped cycle duties and explicit offer handoff. Detailed outputs, skills, behaviours, tools, cadence, interfaces, authority and escalation use the 80-record denominator.

Currentness, deduplication and concentration

Every core page displayed current role content and an application control on 11 September 2026. Each diversity record showed a public role and application route or a closing date that had not passed. Current therefore means observable public availability on the study date. It does not guarantee that the employer was interviewing at that instant or that the vacancy remained open later.

Records were deduplicated by exact URL and by the substantive identity of employer, title and location. The final corpus contains 120 unique URLs and 120 unique employer-title-location composites across 99 named employers. The maximum contribution from one employer is eight records. Separate location requisitions were retained where the public pages represented distinct jobs, but those records should not be treated as independent employer policies.

The final source mix is 77 Greenhouse, 20 Ashby, 14 Workday and nine Lever records. These are direct employer pages; no aggregator record is included. The distribution reflects lawful public access and collection design, not ATS market share.

Coding and claim discipline

The all-120 duty fields were normalised as requisition intake, sourcing, screening, interview workflow, decision documentation, offer support, candidate communication and ATS administration. The detailed core added pipeline management, compliance records, status updates and analytics, plus nine output types and coded skills, behaviours, tools, cadence, interfaces, authority and escalation.

An explicit signal was counted only when the public description supported the category. A missing signal means not stated or expressed in a way that was not usable; it does not prove the work was absent. Co-occurrence means two signals appeared in the same posting, not that one caused the other or consumed a known share of working time.

Findings

1. Sourcing is nearly universal, but it is connected to a wider operating cycle

Sourcing, outreach, talent mapping or pipeline generation appeared in 115 of 120 records (95.8%). This makes sourcing the clearest common responsibility in the sample. It includes identifying likely talent pools, using direct search or professional networks, approaching passive prospects, maintaining pipelines and adjusting channels when the initial search underperforms.

The finding does not support a sourcing-only course. In the detailed core, sourcing co-occurred with offer support in 61 of 80 records and with interview workflow in 53. Employers frequently expected one person or one closely connected recruiting team to carry knowledge of the role and candidate relationship forward. The practical value is not a long list of names; it is a traceable pipeline tied to agreed criteria, contact history, stage and next action.

The role boundary begins before search. Requisition intake or needs clarification appeared in 75 of 120 records (62.5%). A recruiter may receive an approved requisition, but the public role evidence still expects clarification of responsibilities, priorities, must-have criteria, workable alternatives, process participants and market reality. Without that translation, search effort can optimise for the wrong profile.

2. Screening requires a job-related method, not intuition disguised as speed

Screening or resume review appeared in 83 records (69.2%). The work is often described briefly, but its consequences are substantial: the recruiter decides which evidence is relevant, which uncertainty requires clarification and which candidate moves to a human interview or assessment.

Only five records in the detailed core explicitly named a resume-screening method, while screening duty language was much more common. This gap is not evidence that method is unimportant. It shows that public job descriptions frequently state responsibility without publishing an internal rubric. Credible preparation should therefore teach a transparent screen based on adopted, job-related criteria, supported evidence and documented uncertainty. It should not teach keyword matching as a final decision.

Candidate communication or candidate experience appeared in 100 records (83.3%). Communication is part of screening quality: candidates need clear instructions, reasonable expectations, timely disposition and a route to raise accessibility or process questions. A recruiter who moves records quickly but leaves applicants uninformed has not completed the operating task well.

3. Interview coordination is an evidence-quality responsibility

Interview workflow, scheduling or logistics appeared in 93 records (77.5%). The visible task may include calendars, panels, interview guides, scorecards, candidate preparation and debrief timing. The deeper responsibility is to make evaluation comparable enough for an authorised decision maker to interpret.

In the detailed core, structured-interview workflow as a hard skill appeared in 32 records, assessment in 18 and decision, feedback or disposition records in 39. Interview schedules were explicit outputs in 15. The lower output counts reflect how employers write public descriptions; they do not eliminate the connected responsibility. A usable workflow establishes common criteria, assigns question areas, gives candidates consistent process information, captures observations separately from conclusions and brings reviewers together while criterion-linked observations are still available for documented review.

Decision documentation, feedback, debrief or disposition appeared in 69 of 120 records (57.5%). This supports a clear boundary: the talent-acquisition professional helps the team apply and document its adopted process, but does not unilaterally substitute a personal preference for the hiring manager's authorised decision or a validated assessment.

4. ATS administration is the system of work, not clerical residue

ATS or requisition administration appeared in 98 records (81.7%). In the detailed core, ATS records were explicit outputs in 62 of 80 and generic ATS skill appeared in 62. Greenhouse, LinkedIn Recruiter, Microsoft Office, job boards and scheduling tools also appeared, but named systems varied.

The transferable capability is record logic: keep the requisition, source, stage, owner, candidate communication, criterion-linked rationale, next action and required approvals current in the employer-approved system. Accurate ATS records are intended to support candidate communication, collaboration, visibility of ageing or conversion issues, and the control of duplicate outreach and incomplete handoffs.

Tool frequency does not justify proprietary training. A vendor name in a vacancy shows that one employer values experience with that system; it does not establish national adoption, product effectiveness, fair selection or legal compliance. Course preparation should remain platform neutral and use fictional records.

5. Offer support is common; final authority remains bounded

Offer support, negotiation or closing appeared in 86 of 120 records (71.7%). In the detailed core, offer-process execution appeared in 63 of 80 and event-driven offer or close work in 62. Offer support remains strongly connected to candidate communication and ATS administration in the core.

These signals support teaching the offer as a controlled process rather than a letter-generation event. Before a recruiter communicates an offer, the authorised compensation, level, title, location, start assumptions, contingencies and approval route need to be clear. The recruiter can explain confirmed terms, answer process questions, record candidate responses, surface concerns and coordinate next steps. Compensation exceptions, legal interpretations and changes outside delegated authority require escalation.

Explicit offer-handoff output language appeared in 19 of 120 records. This is lower than the general offer-support count and must not be inflated. The evidence supports a clean boundary after acceptance, not a claim that every employer uses a universal handoff template. A defensible handoff transfers accepted-offer status, confirmed facts, outstanding conditions, agreed communications, owners and the next checkpoint to the designated HR, onboarding, payroll, security, immigration or hiring-team owner. The recruiter does not become the owner of onboarding delivery.

6. Observable behaviours function as process controls

In the detailed core, adaptation to pace and changing priorities appeared in 69 of 80 records, candidate experience or empathy in 59, organisation across concurrent work in 56, discretion with sensitive information in 55, cross-functional collaboration in 53 and detail accuracy in 43.

These are not abstract personality labels. Their observable forms include clarifying an ambiguous request; prioritising ageing or time-critical candidates; keeping interviewers and candidates informed; recording sensitive information only in approved places; challenging feedback that does not connect to criteria; and escalating an offer exception with facts and a clear decision request.

High-volume coordination appeared in 49 of 80 core records. High volume does not mean lowering the quality of judgement. It increases the need for stage definitions, service expectations, templates, exception queues and reliable handoffs because small record defects multiply across many candidates.

7. The recruiter sits between several decision owners

Candidates and recruiting-team interfaces appeared in every detailed core record. Compensation, legal or compliance interfaces appeared in 70; hiring managers in 57; agencies or vendors in 36; business leadership in 19; and HR or HR business partners in 18.

Thirty-four postings gave the role full-cycle search ownership, 20 gave authority to screen or advance candidates and 10 gave authority to define or recommend strategy. Explicit escalation or handoff to HR, legal or compensation appeared in 32. The pattern is operational ownership inside bounded decision rights. Recruiters coordinate the flow and can make authorised stage decisions, but they depend on other owners for final selection, compensation exceptions, accommodations, immigration, background checks, legal interpretation and onboarding.

This interface map also distinguishes talent acquisition from HR Generalist work. The recruiter hands accepted candidates to downstream specialists instead of taking ownership of payroll setup, benefits enrolment, employee relations, performance cycles or retention programmes.

Resulting professional position

The evidence supports the following concise position:

A Talent Acquisition Specialist turns an approved hiring need into a documented candidate pipeline, applies job-related screening criteria, coordinates a structured interview and debrief process, supports an authorised offer, keeps candidates and stakeholders informed, and transfers an accepted candidate through a complete handoff.

This position is understandable across technology, professional services, financial services, healthcare, manufacturing, consumer businesses, mission-led organisations and other sectors represented in the sample. Titles and levels differ, but the work remains recognisable.

The position is distinct from a Recruiting Coordinator role that handles only logistics, although coordination work is a valid entry path. It is distinct from executive-search leadership or employer-brand strategy because the core deliverables are operating records and candidate flow. It is distinct from HR Generalist because it ends at handoff and excludes ongoing employee administration.

Implications for professional preparation

Credible preparation should enable a learner to perform a bounded version of the work using fictional information. Demonstrable capability includes the ability to:

• convert an approved need into a clear role intake and job-related criteria;
• build a practical sourcing plan and record a traceable pipeline;
• write candidate outreach that is accurate, respectful and source-aware;
• screen a resume against adopted criteria while separating fact, inference and unknown;
• conduct a structured phone or video screen and record usable notes;
• create an interview plan, assign areas and prepare a candidate fairly;
• capture criterion-linked observations and facilitate a disciplined debrief;
• maintain accurate ATS stages, communications, owners and next actions;
• interpret basic funnel measures without treating volume as quality;
• assemble an approval-ready offer brief and communicate only confirmed terms;
• manage acceptance, decline or negotiation within decision rights; and
• complete an accepted-candidate handoff without assuming ownership of onboarding.

AI can assist with search logic, draft outreach, criterion extraction, question generation, note structuring, inconsistency checks and communication drafts. It cannot be trusted to invent applicant facts, make autonomous final employment decisions, infer protected characteristics, determine accommodations, resolve legal questions or receive live sensitive candidate data in an unapproved public tool. Human review must examine the underlying source material and adopted criteria.

Portfolio boundary

MTF Institute's HR Manager / HR Generalist course covers a wider employee lifecycle. Some overlap is unavoidable because a generalist needs to understand recruiting and a recruiter works with HR. This report supports a separate course only under a hard boundary.

The talent-acquisition course owns approved requisition intake, sourcing, screening, structured-interview workflow, evidence-based selection support, offer approval support and clean handoff. It excludes payroll, benefits, employee relations, performance management, retention programmes, workforce strategy, organisation design, succession planning and onboarding delivery. Those exclusions should remain identical in internal architecture, learner content, the public landing and promotion.

Limitations

The corpus is purposive, not statistically representative. Search terms, ATS accessibility, result ranking, employer concentration and one-day observation shape the records. Greenhouse is over-represented in the detailed core, although the separate diversity stratum broadens host coverage. Several employers contribute location-distinct requisitions. Public pages may change or close after observation.

Vacancies describe intended work, not observed practice. They can combine required, preferred and aspirational criteria. Missing wording is unknown, not negative evidence. The two-stratum design also requires disciplined denominators: eight role-cycle duty counts use all 120 records; the richer requirement fields use 80.

The study does not estimate U.S. vacancy volume, hiring probability, time to employment, salary, demographic outcomes, causal process effectiveness, employer consensus or recognition of an MTF certificate. Occupational statistics cover the broader Human Resources Specialist family. Vendor and employer pages do not validate a product, automated decision method, legal interpretation or compliance programme.

Employment law and selection requirements vary by jurisdiction, employer and fact pattern. This report is high-level operational research, not legal advice. Later operational use must verify current official sources and local policy.

Rights and use statement

This report is an original analytical synthesis. Public vacancy descriptions remain protected material. The research package retains URLs, bibliographic facts, observation status, short necessary excerpts or paraphrases and original codes; it does not reproduce full job descriptions, application forms, employer policies, proprietary assessments or platform interfaces.

ONET occupational data are attributed to the ONET database and the U.S. Department of Labor, Employment and Training Administration; adapted use does not imply endorsement, and third-party content is excluded.

Employer, ATS, SHRM, HRCI and occupational-source names are descriptive references and do not imply affiliation, endorsement, curriculum alignment or credential recognition. The MTF certificate is a course-completion credential, not a degree, professional licence, government qualification, SHRM/HRCI credential or guarantee of employment.

Conclusion

The 120-vacancy study supports one clear, broadly recognisable professional position for course design within this purposive sample. Talent acquisition is the disciplined conversion of an approved hiring need into a candidate pipeline, consistent screening, structured interviews, documented selection support, an authorised offer and a complete downstream handoff.

The evidence is strongest for sourcing, candidate communication, ATS control, interview workflow, offer support and screening. It also supports requisition intake and decision documentation, while showing that authority is shared across hiring managers and specialised owners. The lower explicit count for offer handoff requires careful wording, not removal of the boundary: the recruiter must close the recruiting record and transfer confirmed information, but does not own onboarding delivery.

This position is narrow enough to remain distinct from HR Generalist and broad enough to prepare beginning and adjacent professionals for recognisable recruiting work across many U.S. sectors.

Public sources

1. U.S. Bureau of Labor Statistics, Human Resources Specialists: https://www.bls.gov/ooh/business-and-financial/human-resources-specialists.htm
2. O*NET OnLine, Human Resources Specialists, 13-1071.00: https://www.onetonline.org/link/summary/13-1071.00
3. O*NET OnLine, Employer-Based In-Demand Software Skills: https://www.onetonline.org/link/demand/13-1071.00
4. SHRM, Talent Acquisition Specialty Credential: https://www.shrm.org/credentials/specialty-credentials/talent-acquisition
5. MTF Institute, HR Manager / HR Generalist programme: https://mtfinstitute.com/programs/hr-manager-generalist/
6. Coursera / HRCI, Talent Acquisition: https://www.coursera.org/learn/talent-acquisition
7. O*NET database licence and attribution: https://www.onetcenter.org/license_agreements.html

Study artefacts

The reproducible evidence package is archived under Zenodo DOI 10.5281/zenodo.22699207. It contains the normalised 120-record vacancy ledger, coding summary, codebook, methods and data dictionary, Role Requirements Matrix, geography and rights reviews, exclusions, independent QA receipts and the separate current-trends evidence package. Live source pages should be expected to change after the observation date.