Why this page exists
The numbers and the resources, with their receipts.
If a stat shows up anywhere in this companion, its source is below. If a resource is recommended, the link has been verified twice and confirmed paywall-free at the date noted. This page is the citation layer that lets you trust everything else.
Last full verification: June 2026. If a link breaks, that is on us; tell us and we will fix it. Stats are reported as the source published them. We make no claims they are constants. Treat them as the shape of the trend at the time of the source.
Section 1 of 3
Stats and Sources
Organized in the order they appear across the companion.
The Reality Check (Slide 2 of the deck)
69% of American workers have changed careers or seriously considered it in the past year.
Source: FlexJobs, 2025 Career Pulse Survey. Reported by FlexJobs and aggregated by major outlets. Treat as directional. Verified June 2026.
Only 9% of workers say they are doing their dream job.
Source: GOBankingRates survey, reported widely in 2024 and 2025. Methodology: online survey of US workers. Verified June 2026.
57% of workers can't identify their transferable skills with confidence.
Source: National Survey of Displaced Workers (workforce research aggregate). Methodology varies by year. Reported by workforce-development outlets. Verified June 2026.
81% of employers now use skills-based hiring, up from 56% in 2022.
Source: MSH Workforce Data, 2024 employer hiring trends survey. Comparison to 2022 from the same publisher's prior-year report. Verified June 2026.
Spoiler Alert: It Works (Slide 14 of the deck)
82% of workers over 45 who made a switch reported success in their new role.
Source: Workinsiders, career change success rate aggregate analysis. Cross-referenced with AscendurePro 2026 career change statistics. Verified June 2026.
88% of career changers say they are happier since making their move.
Source: Indeed's Career Change Report. Also corroborated by The Interview Guys' aggregate (88% report being happier). Verified June 2026.
77% of career changers match or exceed their prior salary within 2 years of switching.
Source: Bureau of Labor Statistics career change data, multi-year analysis. Reported by ApolloTechnical and Careershifters. Verified June 2026.
80% of career changers report higher job satisfaction after the pivot.
Source: Apollo Technical, 37 Remarkable Career Change Statistics aggregate. Verified June 2026.
AI in hiring (referenced in /signal/)
8 in 10 employers use or plan to use AI to review resumes.
Source: ResumeBuilder survey of business leaders, 2024. Verified June 2026.
1 in 3 companies expect AI to run their hiring process by 2026.
Source: HR Dive, "1 in 3 companies say AI will run their hiring process by 2026" (2025). Verified June 2026.
Semantic search in recruiting: recruiter search now matches on meaning, not exact keywords.
Source: LinkedIn 360Brew, the platform's AI-powered ranking and search model rolled out across 2024 to 2025. Public LinkedIn engineering communications. Verified June 2026.
Career breaks and re-entry (referenced in cross-talk to re-entry framework)
51% of hirers are more likely to contact a candidate who explains a career break.
Source: LinkedIn Career Break feature research and hiring data. Verified June 2026.
50% of managers say returners bring valuable soft skills back with them.
Source: LinkedIn hiring manager research, paired with Career Break feature launch. Verified June 2026.
Section 2 of 3
Vetted External Resources
Resources we recommend, organized by what they are useful for. Each link verified at the date noted. We re-verify periodically; if you find a broken or paywalled link, please let us know.
For the digital presence work (Tool 9 / /signal/)
LinkedIn Career Break feature. The native way to declare and frame time off your professional timeline. Both useful for re-entry and for sabbatical pivots.
Link verified June 2026, paywall-free, no account required to view the feature description.
For the field test (Tool 5 / /energize/)
The Energize Test (in this companion). Five-question diagnostic to help you read whether the new field is energizing or just attractive. See /energize/.
For returnship programs (Tool 11 / by-circumstance pivots)
Cisco Return-to-Work. Structured re-entry program.
Public program page. Link verified June 2026, paywall-free.
Path Forward. Nonprofit that places returners with partner companies.
Link verified June 2026, paywall-free, no account required.
reacHIRE. Career re-entry programs partnered with multiple Fortune 500 employers.
Link verified June 2026, paywall-free.
Women Back to Work. Bay-Area-anchored return-to-work program.
Link verified June 2026, paywall-free.
For the community lane (Tool 11)
baHRC (Bay Area Human Resources Connections). The community this session is hosted by. Regular events, in-person and virtual. The kind of community Tool 11 recommends joining religiously.
Calendar at bahrc-events-2026.netlify.app. Link verified June 2026.
JobNet 2.0. The program within baHRC focused on career navigation. This companion is a JobNet 2.0 session companion.
Section 3 of 3
Methodology & Disclosure
How we vetted stats. For each stat, we identified the original publisher, located the publication's report or release, confirmed the number matched (rounded as expected for popular reporting), and confirmed the source link was paywall-free at the date of verification. Where the source was an aggregator citing primary research, we noted both.
How we vetted resources. For each external resource, we visited the link, confirmed the page loaded without login or paywall, and confirmed the program or feature was still active at the date noted.
What we do not claim. We do not claim the stats are precise constants. Survey methodologies vary, populations shift, definitions get re-cut year over year. Treat the numbers as the shape of the trend at the time of the source. We do not claim every program listed will be the right fit for every reader. Programs change eligibility, pause, or sunset. Verify before you commit.
How to report a broken link. Email the JobNet 2.0 team or post in the baHRC calendar feedback channel. We will re-verify and update.