Labor Market Intelligence
Where are the workersThe "where are the workers and where are the jobs" data layer. Lightcast sets the standard. Health systems use these for workforce planning, gap analysis, and program design.
Lightcast
Formed from Emsi + Burning Glass. Scrapes essentially every job posting in North America plus profile/resume data. The default for academic medical centers and large systems.
$50K–$150K+/yrLinkedIn Talent Insights
Strong on talent flow, competitor poaching, and skills supply by metro. Often paired with Recruiter seats.
$30K–$100K+/yrGartner TalentNeuron
Premium strategic workforce planning, frequently bundled with Gartner HR membership.
$40K+/yrJobsEQ (Chmura)
Popular with workforce boards, economic developers, and community-college partners. Strong commuting-zone data.
$10K–$30K/yrClaro Analytics
Talent supply & demand intelligence; often used by enterprise TA teams alongside Workday.
CustomDraup for Talent
AI-driven labor intel growing fast in enterprise HR; strong on tech and emerging-skill mapping.
CustomCommunity & Population Data
Who lives hereThe "who lives here, what do they need, where are the SDOH gaps" layer. MySidewalk fits squarely here. Health systems also lean on Sg2 and Merative for service-line and demand forecasting.
MySidewalk
Strong with public health and municipal clients. Community indicators, equity dashboards, narrative-driven storytelling.
$15K–$60K/yrEsri Business Analyst
The geographic-data heavyweight. Demographics, drive-time, market potential, and workforce mapping.
$5K–$15K/seatClaritas PRIZM
Segmentation and consumer profile data; used in patient-acquisition + recruiting marketing.
CustomPolicyMap
SDOH, housing, education, and federal-program data. Easy entry point for community-health teams.
$3K–$10K/yrSg2 / Merative (Truven)
Service-line demand forecasts and clinical workforce planning, enterprise-grade.
$75K–$300K/yrCDC / HRSA / Census
Free federal data — most teams build dashboards on top using Tableau or Power BI.
FreeSourcing & Recruiting Engines
Find me candidatesThe "find me candidates" tools every TA team runs daily. LinkedIn Recruiter is the workhorse; AI-driven matching is the fastest-growing layer.
LinkedIn Recruiter
Recruiter Corporate seats are the standard. Recruiter Lite (~$170/mo) and Premium are entry tiers.
~$10K–$13K/seat/yrIndeed (Employer)
Sponsored job spend + Indeed Resume + Smart Sourcing. Pay-for-performance dominates.
VariableZipRecruiter
High volume, mid-skill roles. Strong distribution, weaker for hard-to-fill clinical.
$300–$600/moSeekOut
AI sourcing with diversity, security clearance, and healthcare-specific filters. Popular for hard-to-fill roles.
$10K–$30K/yrhireEZ
Formerly Hiretual. AI sourcing + outreach automation across 800M+ profiles.
$8K–$25K/yrGem
Recruiting CRM + outreach sequencing, integrates tightly with Greenhouse and Lever.
$15K–$50K/yrBeamery
Talent CRM and lifecycle marketing for enterprise TA teams.
EnterpriseEightfold AI
AI talent intelligence platform; matching, internal mobility, skills-based hiring at the enterprise level.
$100K+/yrHealthcare-Specific Sourcing & Provider Data
Clinician-gradeWhere healthcare workforce work gets specialized. This is the layer FFH should know cold — most of these are buy-once, integrate-everywhere infrastructure.
Doximity Talent Finder
LinkedIn for physicians. The default tool for physician recruiting at almost every U.S. system.
$50K–$200K/yrPracticeLink
Physician/APP job board with strong residency-pipeline distribution.
$10K–$50K/yrHealth eCareers
Cross-discipline healthcare job board with association partnerships.
$5K–$25K/yrDefinitive Healthcare
Provider org + clinician database. Heavy use in med-device, payer, and workforce strategy.
$25K–$75K/yrIQVIA OneKey
Global healthcare professional database with affiliations and prescribing data.
EnterpriseVivian Health
Marketplace for nurses and allied health — travel, perm, per-diem.
Per-hire feesAya / Trusted / Incredible Health
Nurse-first marketplaces; rapidly absorbing the staffing-agency model.
Per-hire / SaaSNPPES / NPI Registry
Free federal provider registry. Most teams pay for a cleaned-up wrapper.
Free (raw)Credentialing & Verification
Compliance backboneWhere Symplr quietly took over. Credentialing is mission-critical and sticky — these contracts run 5–10 years deep.
Symplr
Acquired HealthcareSource, API Healthcare, and others. Now the dominant healthcare HR + credentialing stack.
$200K–$800K/yrVerityStream / HealthStream
Credentialing + provider enrollment + privileging. Strong second to Symplr.
$100K–$500K/yrModio Health
Modern, faster credentialing for medical groups and ASCs.
$25K–$150K/yrVerisys
Sanctions, exclusions, and license-monitoring at scale.
$15K–$75K/yrProviderTrust
Continuous OIG/sanctions monitoring; popular in payer + post-acute.
$10K–$60K/yrCAQH ProView
Provider data for payer enrollment. Free for clinicians; payers pay.
Free (provider)Compensation Benchmarking
Pay-the-market dataThe "what should we pay them" data layer. Healthcare-specific surveys are non-negotiable for physician and exec comp.
SullivanCotter
Physician + exec compensation surveys. Cited in board comp committees and Stark/AKS fair-market-value defenses.
$25K–$100K/yrMGMA DataDive
Physician practice productivity and compensation; the default for ambulatory comp.
$3K–$15K/yrMercer
Broad market comp surveys, clinical and non-clinical roles.
$10K–$50K/yrWillis Towers Watson
Total rewards benchmarking + executive comp.
$10K–$50K/yrAAMC Faculty Salary
Academic medicine compensation — required for AMC comp planning.
$2K–$10K/yrECRI
Clinical role comp + capital benchmarking.
CustomATS & HCM Core Systems
System of recordThe HR system of record. Workday dominates large systems; Symplr Talent dominates healthcare-specific.
Workday HCM
Most large health systems run Workday. HR, recruiting, learning, and finance in one suite.
$500K–$2M+/yrOracle HCM Cloud
Strong in long-tenured Oracle shops; competitive recruiting module.
$300K–$1.5M/yrSAP SuccessFactors
Enterprise HCM with strong learning and performance modules.
$300K–$1M/yriCIMS
Mid-market ATS with strong recruiting marketing add-ons.
$50K–$250K/yrGreenhouse
Modern ATS, strong in tech-forward systems and corporate side.
$30K–$150K/yrSymplr Talent
Healthcare-specific ATS, deeply integrated with credentialing + scheduling.
$75K–$400K/yrEngagement & Retention
Stay-the-stay layerThe "keep the workforce we already have" layer. Press Ganey runs the show in healthcare after acquiring Forces and others.
Press Ganey Workforce
Engagement, safety culture, nurse retention surveys. Owns the healthcare workforce-listening category.
$100K–$500K/yrGlint (Microsoft Viva)
Continuous listening + manager analytics. Cross-industry strength.
Per-employeeCulture Amp
Engagement, performance, and development surveys for mid-to-large orgs.
$30K–$200K/yrLattice
Performance + engagement combined; growing in mid-market healthcare.
$25K–$150K/yrBackground & Sanctions Screening
Pre-hire complianceHealthcare adds OIG/SAM/state-board layers on top of generic background checks. Per-hire fees rule the category.
HireRight
Enterprise background checks with strong healthcare and clinical screening.
$25–$100/hireSterling
Global background screening, strong API and ATS integrations.
$25–$100/hireCheckr
Modern, fast, popular in marketplace and gig-style hiring.
$25–$80/hireVerisys
Healthcare-specific OIG, SAM, license, and sanction monitoring.
$15K–$75K/yrModel Annual Stack — Mid-Size Health System
~5K–15K employeesA typical regional health system's workforce-tech spend, separate from agency staffing. This is the budget pool FFH is competing with — or partnering into.
Annual Workforce Stack
What a regional system actually pays each year for the data, sourcing, credentialing, and engagement infrastructure that runs talent operations.
Strategic Takeaway for FFH
The workforce-tech stack at a mid-size health system regularly clears $2M–$5M annually — and that excludes agency staffing, which can be 3–5× larger. Lightcast, Symplr, Doximity, Press Ganey, and Workday make up the spine. Everything else lives in the seams between them.
FFH's opening: most of these tools are silos. They tell a system what the workforce gap is, but none of them build the pipeline, activate the community, or convert the population into trained candidates. That's where the Force Marketplace, PHIT-driven workforce pipeline, and Chamber-of-Health network can carve out a defensible category — "workforce creation," not just workforce management.