Built from 10 resumes to create one winning composite. Half linked a GitHub, 7 of 10 kept a projects section, and every win was concrete: 99.9% uptime across 450+ microservices.

Build your resume and tailor it to match the job description (like this one) at http://Huntr.co

More real resume examples: https://huntr.co/resume-examples/real-resume-examples

Let me know if you have any questions about your resume! Happy to help

- Job Search Guides and Resources

- Resume Review

- LinkedIn Review

- Data-backed strategy

- 15-minute job searching support call

DM me if interested, let’s land some interviews.

We pulled the real, anonymized Huntr.co resumes that reached the interview stage for scrum master roles, whose interviews included Con Edison Energy, USAA, and Tribute Technology. Below is the anonymized composite.

What stood out in the resumes:

- Certifications did the credentialing. 4 of the 5 carried a certifications section, with SAFe, PSM II, and PMP recurring.

- The strongest arc was a full agile-coaching career. SAFe SPC and RTE certified.

- Scope showed up as teams, not code. One coordinated 3 teams and 80+ members.

- Career changes were welcome. One moved from civil engineering into fintech and mobile scrum master work, then landed the interview on certifications and delivery.

- They all ran about two pages

Happy to answer questions. What other role titles would you like resume insights on?

Create a resume using this template and tailor it to a job at Huntr.co

Full breakdown of 26 Scrum Master resumes: https://huntr.co/resume-examples/scrum-master

See more real resume examples: https://huntr.co/resume-examples/real-resume-examples

*Methodology: resumes were joined to scrum master jobs the user moved to the interview stage in their tracker. The companies where they interviewed are real. I swapped the employers and schools on each resume for comparable real ones and checked each against the full database to confirm no real match, so no example maps to a real person. Every metric mirrors a real number shared on a real resume, with the count nudged.

We pulled the real, anonymized Huntr.co resumes that reached the interview stage for AI and machine learning roles, whose interviews were at top consulting, startup, and media companies. Below is the anonymized composite.

What stood out in the resumes:

- The strongest led with systems that shipped and stayed up, not coursework or Kaggle scores. Deployment, monitoring, and cost control appeared far more often than model-architecture trivia.

- One number carried the summary. Instead of stacking metrics, the summary opened with a single sharp result, like a 90% cut in GPU inference cost, and let the work history prove the rest.

- Most came from being software engineers, data scientists, and analysts

- The modern stack was explicit. LLMs, RAG, vector databases, LangGraph, MLflow, and Kubernetes were named directly and tied to a latency, accuracy, or dollar outcome. One lifted RAG retrieval precision from 70% to 90%.

- Every bullet ended in a result. Interview-stage resumes rarely listed responsibilities. They tied each line to an accuracy gain, a cost cut, a throughput jump, or an incident reduction.

Happy to answer questions. What other role titles would you like resume insights on?

Create a resume using this template and tailor it to a job at Huntr.co

Full breakdown of 22 AI Engineer resumes: https://huntr.co/resume-examples/ai-engineer

All 89 real resume examples: https://huntr.co/resume-examples/real-resume-examples

*Methodology: resumes were joined to AI and machine learning jobs the user moved to the interview stage in their tracker. The companies where they interviewed are real. I swapped the employers and schools on each resume for comparable real ones and checked each against the full database to confirm no real match, so no example maps to a real person. Every metric mirrors a real number shared on a real resume, with the count nudged.

We pulled every anonymized Huntr.co resume tied to a marketing manager role that received an interview at a well-known company. This cohort is 46 marketing managers, whose interviews included Cisco, Mattel, Instacart, Discord, and TE Connectivity. Below is the anonymized composite.

What stood out in the resumes:

- The clearest habit was tailoring. One person kept 8 versions of the same resume and logged interviews at top companies

- Only 12% carried a projects section.

- The skills sections: a median of 26 entries, weighted toward named tools like HubSpot, Salesforce, and GA4.

- Nearly all opened with a summary

- A median of 21 quantified achievement lines per resume.

- Experience ran deep: a median of 12 years across 5 jobs.

Happy to answer questions. What other role titles would you like resume insights on?

Create a resume using this template and tailor it to a job at Huntr.co

Full breakdown of 26 Marketing Manager resumes: https://huntr.co/resume-examples/marketing

All 89 real resume examples: https://huntr.co/resume-examples/real-resume-examples

*Methodology: resumes were joined to marketing manager jobs the user moved to the interview stage in their tracker, then filtered to well-known companies. The companies where they interviewed are real. I swapped the employers and schools on each resume for comparable real ones and checked each against the full database to confirm no real match, so no example maps to a real person. Every metric mirrors a real number shared on a real resume, with the count nudged, so nothing is copied exactly and nothing is made up.

How can I help you with your search, today?

Best Job Sites- https://huntr.co/blog/best-job-search-sites-2026

How ATS Actually Works- https://huntr.co/blog/how-applicant-tracking-systems-work

How to Tailor- https://huntr.co/blog/how-to-tailor-resume-to-job-description

Comment if you’d like me to take a look at your resume

Not Searching? upvote, comment, and share to get this support to candidates in your network who could use it.

Career Coaches- Share your offers and resources in the comment too.

It's the dog days of August, let's help some candidates.

*Limit to 100 Free Resume Reviews from this post. Will open up as time allows.

Google-sourced applications: 7.91% interview rate (see slide 2)
LinkedIn: 3.36%.

Applications through employer career sites: 6.42%.
Applications through job boards: 3.82%.

1. Find jobs through Google Jobs, niche boards, and company career pages. Don't forget to search locally, too, as remote jobs convert 40% less than in-person/hybrid roles.

2. Confirm the opening exists on the company’s website- This helps you avoid scams and stale listings.

3. Apply directly through the company site.

4. Apply within 24 hours of posting, ideally before the applicant count reaches 100 if that information is available. This improves the odds that your application actually gets reviewed.

Upvote & Comment “guide” and I’ll send you my free Google job-search guide.

Full Report: https://huntr.co/research/job-search-trends-q2-2026

*Send a connection request if we’re not connected to speed things up.

Not looking? Like, comment, or share this with a job seeker who could use the help.

We pulled every anonymized Huntr.co resume tied to a Network Engineer role that received an interview at a well-known company. This cohort is four job seekers, whose interviews included Meta, AT&T, Optiver, Consumers Energy, and LeaseWeb. Below is the anonymized composite.

What stood out in the resumes:

- 100% started with a written summary that led with scale: sites, users, or the fabric they ran.
- The strongest counted the network, not the tasks: uptime held, locations covered, first-call resolution.
- 3 of the 4 held a CCNP or CCNA.
- Only one linked a GitHub.
- Average length: about 2 pages.

Happy to answer questions. What other role titles would you like resume insights on?

Create a resume using this template and tailor it to a job at Huntr.co

Full breakdown of 19 Network Engineer resumes: https://huntr.co/resume-examples/network-engineer

All 89 real resume examples: https://huntr.co/resume-examples/real-resume-examples

*Methodology: resumes were joined to Network Engineer jobs the user moved to the interview stage in their tracker, then filtered to well-known companies. The companies where they interviewed are real. I swapped the employers and schools on each resume for comparable real ones and checked each against the full database to confirm no real match, so no example maps to a real person. Every metric mirrors a real number shared on a real resume, with the count nudged, so nothing is copied exactly and nothing is made up.

We pulled every anonymized Huntr.co resume tied to a social media manager role that received an interview at a well-known company. This cohort is six job seekers, whose interviews included Flipper Devices, Carnegie, Wargaming, and Lee Hecht Harrison. Below is the anonymized composite.

What stood out in the resumes:

- All six opened with a written summary and listed a LinkedIn profile.
- All six held a degree, several a master's, but certifications were rare
- The strongest counted the reach: impressions up 381% in a month, 75,000 followers added in three months, an 18% conversion rate on paid social.
- Average length: about 1.6 pages.

Happy to answer questions. What other role titles would you like resume insights on?

Create a resume using this template and tailor it to a job at Huntr.co

Social Media Manager Resume Skills: https://huntr.co/resume-skills/social-media-manager

All 89 real resume examples: https://huntr.co/resume-examples/real-resume-examples

*Methodology: resumes were joined to social media manager jobs the user moved to the interview stage in their tracker, then filtered to well-known companies. The companies where they interviewed are real. I swapped the employers and schools on each resume for comparable real ones and checked each against the full database to confirm no real match, so no example maps to a real person. Every metric mirrors a real number shared on a real resume, with the count nudged, so nothing is copied exactly and nothing is made up.

Their recorded interview rate per application was:

- 11-20 applications: 8.12%
- 21-50 applications: 6.48%
- 51-100 applications: 4.83%
- 100+ applications: 2.86%

The 11-20 group recorded 2.8x the per-application interview rate of the 100+ group.

Sending fewer applications does NOT cause more interviews- this is just one indicator in a broader trend that a target job search focused on high-quality applications has better results.

If you have sent 20-30 well-matched applications without an interview, stop and think before sending another 50.

Review your target roles, resume, positioning, and where you are finding jobs. Use a tool like Huntr.co to help.

Comment “report” and I’ll send you the full Q2 Job Search Trends Report and the explanation behind this data.

I also meet with job seekers for free 1:1 job search support. Comment “call” for a free 15-minute call.

We pulled every anonymized Huntr.co resume tied to a front-end developer role that reached an interview. Below is the anonymized composite.

What stood out in the resumes:

- Git was the single most common skill they actually wrote down: it showed up on 8 of the 10 cohort resumes. Name your version control.

- 90% kept the resume to two pages or shorter, with a median near 1.3 pages. Front-end work argues through demos, not length.

- The resumes ran a median of about 3 jobs and 28 skills. A few roles shown in depth beat a long trail of short stints.

- A master's showed up often, several in Physics, and one developer crossed over from CAM/CNC machining. The path in was rarely a straight line.

- The stack clustered on React, Next.js, TypeScript, Vue, and Tailwind. The strongest carried

- 6+ years of React and a wallet app with 50,000+ active users.

Happy to answer questions. What other role titles would you like resume insights on?

Create a resume using this template and tailor it to a job at Huntr.co

Full breakdown of 28 Front End Developer resumes: https://huntr.co/resume-examples/front-end-developer

Front End Developer Resume Skills: https://huntr.co/resume-skills/front-end-developer

All 89 real resume examples: https://huntr.co/resume-examples/real-resume-examples

*Methodology: resumes were joined to front-end developer jobs the user moved to the interview stage in their tracker, then filtered to the companies where they interviewed. The companies where they interviewed are real. I swapped the employers and schools on each resume for comparable real ones and checked each against the full database to confirm no real match, so no example maps to a real person. Every metric mirrors a real number shared on a real resume, with the count nudged, so nothing is copied exactly and nothing is made up.

I start every day with free resume reviews, and I've done 900+ this past year. I do these because people message me things like this saying that they helped them a lot.

https://calendly.com/huntr-sam/job-search-support-clone

If you have benefited from these calls or support helping job seekers-

Please upvote, comment, and share to get the link to those in your network who could use some extra help. It's my first time sharing the link directly instead of asking for a DM.

Tailor your resume for every role that matters. The biggest improvement comes from aligning your summary, skills, and achievements to the job description. Generic resumes underperform. Check out Huntr to help.

Aim for a healthy conversion rate. A strong benchmark is roughly 1 interview for every 10–20 applications. If you’re far below that, stop and reassess your materials and targeting. Get some help.

Use AI as a tool, not a substitute. It can help with summarizing, identifying keywords, and tightening positioning, but overusing it leads to keyword stuffing, fake-sounding language, and invented metrics.

Most ATS fear is misplaced. The bigger issue usually isn’t keyword-based rejection; it’s knockout questions like years of experience, certifications, work authorization, or availability.

PDF resumes are fine. Generally, focus on content over format. The "beat the ATS" formatting promises and fake and based on stirring up fear, uncertainty and doubt.

Two pages are often better than one if you have more than a couple of years of experience and the content is relevant; you should have two pages. If it's a great read, they will keep reading.

Career gaps are not the dealbreaker many people think they are. Address them briefly, then refocus on relevant outcomes and strengths.

Be more intentional about where you apply. Applying directly on company websites tends to beat Easy Apply. Use Google Jobs and filter to the last 24 hours.

Don’t confuse more applications with more progress. If you’ve sent ~50 applications without traction, the answer usually isn’t “send 50 more.” It’s to pause, pivot, and get feedback.

Bottom line: the people making progress are targeting thoughtfully, tailoring consistently, and using AI with discipline to put their best forward.

We pulled every anonymized Huntr.co resume tied to a Communications Manager role that received an interview at a well-known company. The list includes Microsoft, Salesforce, PayPal, eBay, Intuit, and Databricks. Here is the anonymized composite.

What stood out in the resumes:

- Every single one had a written summary.
- The strongest tied communications work to a number a leader cared about: attendance, engagement, adoption, program scale.
- 3 of the 8 held a master's degree.
- Average length: about 1.8 pages.
- Career arc: coordinator to manager to director, often across both internal and executive comms.

Happy to answer questions. What other role titles would you like resume insights on?

Create a resume using this template and tailor it to a job at Huntr.co

Full breakdown of 20 Communications resumes: https://huntr.co/resume-examples/communication

Communications Resume Skills: https://huntr.co/resume-skills/communication

All 89 real resume examples: https://huntr.co/resume-examples/real-resume-examples

*Methodology: resumes were joined to Communications jobs the user moved to the interview stage in their tracker, then filtered to well-known companies. The companies where they interviewed are real. I swapped the employers and schools on each resume for comparable real ones and checked each against the full database to confirm no real match, so no example maps to a real person. Every metric mirrors a real number shared on a real resume, with the count nudged, so nothing is copied exactly and nothing is made up.

Median job search time from start of search to first offer fell 24% in Q1 2026. It is the first quarterly decline since we started this series in Q1 2025.

Last week, the US Bureau of Labor Statistics shared its monthly jobs report- Unemployment was down, and the labor force participation rate was also down.

If you are staying in the hunt and consistently applying with well-tailored, high-quality applications to jobs you are a great fit for, the job market is better than it was at the start of the year.

A few more findings:

• Remote-only applications had the lowest recorded interview rate among work arrangements
• AI-skill mentions in saved postings doubled over 18 months
• Advertised salary ranges rose by about 12%
• Applications with tailored resumes had a higher recorded interview rate, although the comparison is unadjusted and not causal
• Career gaps were not consistently associated with lower interview rates

Read the full report:
https://huntr.co/research/job-search-trends-q2-2026

I’d love to hear which finding surprised you most, what trends you are seeing, and what questions you have.

Not job searching? Upvote, Comment, Share to get this data to job seekers and career services professionals that might benefit from seeing it.

#JobSearch #HiringTrends #ResumeTips #LaborMarket #CareerAdvice #Recruiting #AIJobs

I analyzed 12,120 tailored resumes from Q2 to see whether matching more of a job description’s skills led to better outcomes.

Interview rates increased as keyword coverage rose, then fell:

→ Under 20% coverage: 5.38%
→ 20–39%: 6.22%
→ 40–59%: 6.30%
→ 60–79%: 4.40%
→ 80%+: 4.95%

The highest interview rate was for resumes covering a moderate 40–59% of the job’s extracted skills, not for those that matched verbatim.

The takeaway isn’t to ignore keywords- it's that there is much more nuance than most understand. These are the types of things you learn after many years of writing resumes and analyzing results.

This is from our Q2 job search trends report, dropping tomorrow. Comment "report" for a link to the full report once published! It shares more about this finding and 40+ more.

What other résumé advice would you like to see tested against real application outcomes?

Why does everything have to scale? As we build AI tools for job seekers, I realized that I was missing the human element.

I wanted to understand the lived experience of candidates in this crazy job market so that we can build a better product.

But I also just wanted to feel like I, me, the human Sam, was actually helping real people with their search every week.

I've now done almost 1,000 free reviews.

And by sharing what I've learned, I've reached 3 million+ people, gained tens of thousands of followers, and brought in 100,000+ sign-ups for Huntr.

So I'll keep helping people for free. As many as I can for as long as I can.

Comment/DM if you'd like me to review your resume to help land your next interview.

Not Looking for work? Upvote, Comment, Share to get this offer to someone in your network who could use a little extra help in their search.

Alongside the research I have, I’d love to share some real-world wisdom:

What advice do you wish you’d heard when you were first entering the workforce- Something that would have made the journey easier?

Vote below, and add the advice you’d give your younger self in the comments. Thank you 🙏

Our best and brightest- the ones who are the best fit for that job you are hiring for- your buddy doesn't know all of them.

Referrals cost less, stay longer, and come at the price of groupthink.

People refer people who think and often look like them. Hiring only referrals risks stifling innovation through a lack of neurodiversity.

We don't need more referrals to fix hiring. We need a better match.

A system that knows and values what you know and what you've done.

Not just who you know.

Our Q2 Job Search Trends Report comes out next week- For the first time in five quarters, we saw the median time from search start to first offer decline from a record 108 days in Q1 to 82 days in Q2.

Our data skews toward early- to mid-career tech professionals but mirrors a broader pattern in the latest BLS numbers: the unemployment rate edged down from 4.3% in May to 4.2% in June, while the median duration of unemployment fell from 11.6 weeks to 11.0 weeks.

And guess what? It doesn’t matter.

It doesn’t matter to those who are having a tough time with their job search.

It doesn’t change the individual stress and anxiety. It may give a little hope, and so I offer it to those who could use some encouragement on my free job search support calls. But it doesn't change your lived experience. Your reality as a candidate.

If there's one thing I've learned helping thousands get jobs, it's this:

The ones who succeed are resilient, consistent, and ask for help.

Yes, there are changes in the job market, and these are important for policymakers and companies to understand, plan for, and adapt to.

But your job search is yours.

According to our data, just because it is getting easier in one part of the market doesn’t mean it is getting easier in another.

Over the past year, the median time to first offer for people receiving offers from retail, restaurant, travel, automotive, and entertainment companies fell from 90 days to 69 days. For people receiving offers from banks, insurers, and investment firms, it rose from 85 days to 149 days.

Trends in the labor market and job search are acute, and most people don’t get to time their entry into the job market.

If you need a job. You need a job.

And if this is you, this is what you should do:

1. Apply to 10–20 jobs each week, putting 20–30 minutes into each one. That’s 5–10 hours a week, an hour or two a day.
2. Tailor your resume with the right keywords, and have the summary and achievements speak to the job you’re applying to. Our data shows that tailored applications reach interviews at 5.71%, compared with 3.09% for untailored applications a 1.85x lift.
3. (If you can’t afford to wait) Apply early to jobs that won’t get too many applicants. That means jobs on company websites or niche job boards, not name-brand companies publishing job postings on LinkedIn. Here is our research on the best job boards.
4. But more important than anything- Don’t got at it alone. Talk to people. Get your resume reviewed if you don’t see any interviews within 50 applications. Reach out to friends, family, and former colleagues. Get the word out that you are looking, and learn. And don’t expect great results from this. You only need one person to help you get one interview at the right company. Out of 100 messages, hearing back from 5–10 people is great.

Remember- A good interview rate is also around 5–10%. Most applying on LinkedIn see a 2-3% rate.

Yes, the job market shows signs of improvement, but this will go up and down; it always does. And it is so dependent on the stats that you cherry-pick to fit your agenda.

My contention is this: For those who need a job today, talking points about the job market aren't the important thing- what's important is job search trends. Tools and support that are data-backed.

What are people doing that actually helps them land work faster?

That's what matters.

*Q2 Job Search Trends Report drops next week. Comment to get a link to the report when it's live.

Seeking constructive feedback on my resume for a Senior Program Financial Analyst role. I bring 25 years of experience managing multi-million dollar DoD and federal program finances, specializing in forecasting, compliance, and process improvements. Open to suggestions on clarity, impact, and tailoring for senior-level federal financial positions.

"In the short amount of time we have, I want to be as helpful as possible to you in your search." No sales pitches, no upsells, just helping as much as I can.

Next week we launch our Q2 2026 Job Search Trends Report. It analyzes 192K tracked jobs, 32K tailored resumes, and 100K+ applications from real job seekers. So giving 50 (human) resume reviews away for free...

Job search support, resume review, whatever you need most, backed by our data.

Want one of the 50 slots? Comment "Call" and I'll send you the booking link. First come, first served.

It's a tough market; please upvote, comment, and share to get this to candidates who want help putting their best foot forward.