# Career change resume: what 77 postings ask for (examples) > We read 77 job postings to see what career changers must prove. Format, transferable skills, ATS wording, and rewrites for three career switches. Canonical: https://hiredfolio.com/blog/career-change-resume Published 2026-10-17 ยท 13 min Keywords: career change resume, transferable skills resume, resume for career change examples, how to write a resume when changing careers You spent eight years in one job and you want a different one. Your resume hasn't moved. The headline still says the old title, the first entry describes the old job in the old job's words, and the terms a recruiter for the new role scans for appear nowhere. A recruiter reads that as a candidate who applied to the wrong posting. So does the keyword match in an applicant tracking system. Most career change guides tell you to "highlight transferable skills" and "add a certification". We wanted to know what employers in the target field actually ask a newcomer to prove, so we read the requirements of 77 job postings for two common destinations, customer success and learning roles. Then we ran career changer wording through our own ATS checker to see what it finds. This guide covers the results, the format to use, and full rewrites for three career changes. ## How often people change careers: the number nobody has Career change articles like to open with a statistic, and the usual one is "the average person has about a dozen jobs". That figure comes from the U.S. Bureau of Labor Statistics, and it counts something else.

12.9

jobs from age 18 to 58

on average for Americans born in 1957-64. BLS defines a job as an uninterrupted period of work with one employer, so a promotion is not a new job and a move to a new field is not measured at all.

Source: U.S. Bureau of Labor Statistics, National Longitudinal Survey of Youth 1979, 2025 release

The [BLS release](https://www.bls.gov/news.release/nlsoy.nr0.htm) breaks it down by age: 5.6 jobs between 18 and 24, 4.5 between 25 and 34, 2.9 between 35 and 44, 2.2 between 45 and 54. Most of the churn happens early, and none of it says whether the person changed occupation. On career changes, BLS is blunt. Its [survey FAQ](https://www.bls.gov/nls/questions-and-answers.htm) says the agency "never has attempted to estimate the number of times people change careers in the course of their working lives", because "no consensus has emerged on what constitutes a career change." Any article that gives you an average number of careers is quoting a figure no statistical agency has produced. That matters less than it sounds. You don't need company to justify the move. You need a resume that answers the question every recruiter has about a career changer: can this person do the new job, and what proof is on the page? ## What 77 job postings ask a career changer to prove On October 1, 2026 we pulled every open posting from the public Greenhouse and Lever job boards of 130 companies: 58 in tech, 24 in edtech (one of them also on the tech list) and 49 in health tech. We kept two target roles that people often move into from another field: customer success (a common destination for hospitality and retail managers) and learning roles such as instructional design, training and enablement (a common destination for teachers). At most three postings per company, duplicates removed. That left 44 customer success postings from 23 companies and 33 learning postings from 24 companies, 77 in all. We read only the requirements block of each posting. The sample has a bias you should know about. These are tech, fintech, edtech and health tech employers, mostly in the US. A hospital or a school district may ask for different things. ### Customer success: neighbouring experience, not certificates One of the 44 customer success postings mentions a certification, and only as "ideally" (a project management certification such as PMP). Ten mention a degree, several with "or equivalent experience". The real filter is the experience line, and we sorted each posting's by hand: - 5 accept experience in any customer-facing role. - 33 name customer success or account management, but almost always with a door left open: "or a similar customer-facing role", or a list of neighbours such as sales, consulting, onboarding, implementation or project management. - 4 require a technical customer-facing role. - 2 have no experience line at all. Eleven of the 44 set the bar at two years or less. Those are mostly associate, SMB, scaled and mid-market roles, and they are where a career changer gets in. The vocabulary is the other half. Eighteen postings mention SaaS, often as "preferred". Twelve mention renewals, retention, expansion or upselling. Eleven ask for someone who can handle difficult conversations, escalations, pricing objections or pressure. Eight name a CRM or customer success platform such as Salesforce or Gainsight. A hotel or restaurant manager has done most of that work. It just had other names. ### Instructional design: the tools and the vocabulary The word "enablement" in a job title misleads teachers. Of the 33 learning postings, 10 were sales enablement roles that asked for a sales or business development background, and 4 were customer enablement roles that asked for customer success experience. A teacher can't honestly claim either. The 14 instructional design, L&D and training postings are the real target, and they read very differently: | What the posting asks for | Postings (of 14) | Can a teacher show it from the classroom? | | ------------------------------------------------------------ | ---------------- | -------------------------------------------------- | | An LMS or learning platform | 10 | Often (Canvas, Schoology, Moodle), if you name it | | An authoring tool (5 name Articulate 360, Rise or Storyline) | 7 | Rarely. This is the gap to close | | Adult learning theory, ADDIE or SAM | 6 | Partly. The method is close, the vocabulary is new | | Assessment or measuring effectiveness | 5 | Yes, with numbers from your grades or test data | | Facilitation or delivering training | 4 | Yes, every day | | A degree | 2 | Usually yes | | An instructional design certification | 1 (preferred) | Not needed in this sample | Delivering training, the part of teaching most people expect to carry over, shows up in only 4 of the 14. The design roles want the design work: tools, learning theory, measurement. Only one posting uses the word "teaching" as qualifying experience (a product training role at Samsara asked for experience "teaching or delivering training"). Everywhere else, a teacher has to translate. The table also shows where to spend your time before applying. A sample module built in an authoring tool answers seven postings. A certificate answered one. ### When your old industry is the asset Some postings in the sample ask for exactly the background a career changer brings. A DoorDash customer success posting called "prior experience working in the hospitality or restaurant industry" "a strong plus". A Netlify customer success associate posting said customer-facing experience "could be internship work, customer service, sales support, retail, or anything that required you to build rapport and solve problems for people". Two LearnUpon customer success postings asked for experience in eLearning, EdTech or learning management systems. An instructional designer posting at Ro, a telehealth company, preferred "clinical experience (incl. RN)". These are the easiest doors. Search for the new role plus your old industry ("customer success restaurant software", "instructional designer healthcare") before you search for the new role alone. ## Use a combination format, not a functional one Nearly every guide recommends the combination (or hybrid) format, and we agree. From top to bottom: 1. A headline with the target job title. 2. A three-sentence summary: where you come from, the proof you can already do the new work, what you are looking for. 3. A skills block of four to six lines, each one a skill from the postings with a proof from your old job. 4. Training and projects, if they are recent and relevant. 5. Your work history in reverse-chronological order, with employers and dates. We recommend against a purely functional resume, the kind that lists skills and drops dates and employers. It answers "what can you do" and hides "where and for how long", and that is the question postings ask. In our sample, 38 of the 44 customer success postings state the experience they want in years. A functional resume makes the recruiter hunt for the one number they screen on. Our guide to [writing an effective resume](/blog/how-to-write-an-effective-resume) covers the sections in more detail. ## Find your transferable skills in the posting A list of "transferable skills" (communication, leadership, problem solving) won't help you. Every applicant claims them. The skills that transfer are the ones the posting names and your old job proves. Here is how to find them: 1. **Take three postings for the target role.** Copy only the requirements block, not the company description. Paste each into our free [job description keyword extractor](/tools/job-description-keyword-extractor) to pull out the tools, methods and qualifications. 2. **Sort every requirement into three piles.** Things you have done under another name. Things you have done part of. Things you have never done. 3. **Write one line for each item in the first pile.** Use the posting's noun for the skill and a number from your old job for the proof. 4. **Be honest about the second pile.** Say which part you have done. "Ran escalations for 40 corporate accounts" is true. "Managed enterprise SaaS renewals" is not. 5. **Fix or leave the third pile.** A tool can be learned and shown in a sample project. Five years of experience in the field cannot be faked, and an interviewer will find out. ## Three career changes, rewritten line by line Each example below is an illustration written for this article: the candidates and their numbers are invented, the target vocabulary comes from the postings we read. Each shows the summary and two bullets, the old version first. ### Hospitality manager to customer success manager The front office manager of a 220-room hotel has eight years of account management, escalation handling and staff onboarding. None of it says so.

Summary hotel front office manager applying for customer success

Old job's words, no proof

Hotel front office manager with 8 years of experience in hospitality, looking to transition into a customer success role where I can use my people skills and passion for service.

Target title, proof in its words

Customer Success Manager. Eight years running the front office of a 220-room hotel, where I owned renewals for 40 corporate accounts, handled escalations from 300 daily check-ins and onboarded 25 seasonal staff a year. Looking for an SMB or scaled customer success role in hospitality or restaurant software.

The two bullets for the hotel job: 1. Before: "Responsible for VIP and corporate guests." After: "Owned renewals for a book of business of 40 corporate accounts (about $1.2M in annual room revenue); 34 renewed their negotiated rate in 2025." 2. Before: "Handled guest complaints." After: "Resolved escalations from 300 daily check-ins; cut complaints reaching the general manager from about 15 a month to 4 by adding a same-day follow-up call." The facts did not change. "Corporate guests" became a book of business with renewals, and "complaints" became escalations with a measured result. ### Teacher to instructional designer A high school English teacher with nine years in the classroom has done needs analysis, learning objectives and assessment design for years. The resume has to use those words, and show the one thing the classroom didn't give her: an authoring tool. **Summary.** Before: "Passionate educator with 9 years of experience seeking to leverage my teaching skills in a new career in instructional design." After: "Instructional designer. Nine years designing and teaching English courses for 120 students a year: needs analysis from test data, units built on measurable learning objectives, assessment design, and courses run in Canvas LMS. Two sample eLearning modules built in Articulate Rise, linked below. Looking for an instructional design role in onboarding or customer education." **Bullets.** 1. Before: "Planned lessons and taught five classes of English." After: "Designed a 10-week writing unit with measurable learning objectives and rubric-based assessments; the pass rate on the district writing assessment rose from 61% to 78%." 2. Before: "Used Google Classroom and Canvas to post homework." After: "Built and maintained 5 self-paced courses in Canvas LMS (learning management system) with quizzes and completion tracking for 120 learners." ### Nurse to clinical informatics We found too few clinical informatics postings on public job boards to count them, so this example draws on the ones we read, mainly a Clinical Informaticist posting at Aledade. That posting accepts a nursing degree, but it asks for five years in clinical informatics, healthcare data analysis or health information management, hands-on EHR experience, quality measures such as HEDIS, and skill at querying and validating clinical data. It also lists informatics certifications as an advantage. In that posting, a credential carries more weight than anywhere in our other two samples, and the experience bar is high: plan for a bridge role first, such as EHR super user, clinical analyst or quality coordinator. **Summary.** Before: "Dedicated registered nurse with 7 years of ICU experience seeking a role in healthcare technology." After: "Clinical informatics specialist. Registered nurse (BSN) with 7 years in a 24-bed ICU, EHR super user (Epic) during our 2024 go-live, and member of the unit quality committee tracking sepsis measures. Now learning SQL for clinical data validation. Looking for a clinical informatics or clinical data quality role." **Bullets.** 1. Before: "Charted patient care in Epic." After: "EHR super user (Epic electronic health records) during the 2024 go-live: trained 60 ICU nurses and triaged more than 200 build issues with the IT analysts." 2. Before: "Participated in the unit quality committee." After: "Audited sepsis bundle documentation every month for the quality committee; traced most missing data to one flowsheet row, had it rebuilt, and documented compliance rose from 72% to 89%." ## Write the new field's nouns, not only its verbs Resume advice says to start bullets with action verbs. Job postings list skills as nouns. A career changer who translates carefully often writes the right idea in the wrong part of speech, and a keyword match can miss it. We ran career changer wording through the keyword matcher that powers our free ATS checker, on October 1, 2026. Each row is one keyword from a posting against one line of a resume: | The posting says | The resume says | Our checker | | -------------------------- | ------------------------------------------------------ | ----------- | | Instructional Designer | High school English teacher | Missing | | Instructional Designer | Instructional design: built 3 units in Articulate Rise | Found | | Customer Success Manager | Customer success: kept 40 corporate accounts | Missing | | Customer Success Manager | Target role: Customer Success Manager | Found | | onboarding | Onboarded 25 seasonal staff | Missing | | retention | Retained 92% of corporate accounts | Missing | | escalations | Escalated guest complaints, resolved same day | Missing | | stakeholder management | Managed stakeholders: parents, admin, district | Missing | | assessment design | Designed assessments for 120 students | Missing | | needs analysis | Analyzed student needs from test data | Missing | | curriculum development | Developed curriculum for grade 10 English | Missing | | LMS | Built courses in Google Classroom | Missing | | learning management system | Built courses in Canvas LMS | Missing | | EHR | Charted in Epic electronic health records | Missing | All seven verb rewrites we tested were counted as missing, including "onboarded", "retained", "escalated" and "analyzed student needs". Titles behaved unevenly. "Customer Success Manager" needed the whole phrase, so "customer success" alone did not count. "Instructional Designer" did match "instructional design", because the matcher reduces designer and design to the same stem. A field name in your headline can match one title and miss the next. Acronyms and their long forms did not meet. Other ATS vendors match differently, and we only tested ours. The fix doesn't mean giving up verbs. Keep the verb bullet for the person reading it. Put the posting's exact noun phrase where a matcher looks for it: the target title in the headline, the skill nouns in the skills block ("Onboarding: 2-week program for 25 seasonal staff a year"), and both forms of any acronym once ("Canvas LMS (learning management system)"). Our guide to [how an ATS reads your resume](/blog/ats-resume-filters) covers the format side. ## Training, certificates and projects Put recent training above your work history when it is the strongest proof you have of the new field, and date it ("completed March 2026", "in progress, ends January"). An undated course reads as an intention. Don't assume a certificate is the bridge, though. In our sample, one of the 44 customer success postings and one of the 14 instructional design postings mentioned a certification, both as optional. What they asked for instead was experience in a neighbouring role and proof with their tools. For a career changer that usually means a project: a sample eLearning module, an onboarding plan you rebuilt, a dashboard you made from your old job's data. Name it like work, with a result, rather than "course project". Clinical informatics is the exception in our three examples. There, the posting we read listed informatics certifications as an advantage, so the course can be worth taking. ## Check one resume against one posting The fastest test of a career change resume is to put it next to a real posting in the new field and see which of the posting's terms are missing. That is what our free [ATS checker](/ats-checker) does: paste a job description, upload your resume, and it scores the match and lists the keywords it could not find. If the list is full of the new field's nouns, your resume still speaks your old job's language. The letter carries the part a resume can't, which is why you are moving. Our [cover letter structure guide](/blog/cover-letter-structure-example) shows how to lay it out.

Key takeaways before you send a career change resume

01

Read the requirements of three postings and sort them into done, partly done and not done before you write a line.

02

Put the target title in your headline and the posting's skill nouns in your skills block, each with a number from your old job.

03

Close the gap the postings name, usually a tool or a project, before paying for a certificate they don't ask for.

The next step takes two minutes: check your resume against a posting in your new field.

## Read next - [How to write a targeted resume, with examples we scored](https://hiredfolio.com/blog/targeted-resume) - [Best resume builder websites in 2026: what they bill after the trial, and how to test the file](https://hiredfolio.com/blog/best-resume-builder-website) - [Resume headline: 40 examples and the rule most guides skip (2026)](https://hiredfolio.com/blog/resume-headline)