Weekly reports generated from real job postings — skill trends, rising signals, and what employers are moving away from.
Every week, Be Relevant processes thousands of live job postings to surface what employers are actually demanding — not what the industry thinks they should demand. This week's data spans seven roles …
Here's something that should stop you mid-scroll: 100% of entry-level Software Engineer job postings analyzed in April 2026 require LLM or Generative AI skills. Not 60%. Not 80%. Every single one. If …
Most job seekers think they're losing out because of experience. In reality, a significant chunk of rejections happen earlier — before a human ever reads a single line. Your resume is being filtered b…
Every quarter, Be Relevant processes millions of active job postings across engineering, data, product, and IT roles. What follows is not a prediction or a survey of hiring managers — it is a ranked a…
Most job seekers lose opportunities not because they're unqualified, but because they never identified exactly where they fall short — or they misread a presentation problem as a knowledge problem. A …
Not by a recruiter. Not by a hiring manager. By software. Estimates suggest that over 70% of resumes are eliminated automatically before reaching a single human eye. If you've been sending out applica…
Here's the data point that should stop every mid-career data professional in their tracks: Python appears in 61% of VP-level job postings — higher than at the IC level (49%). The assumption that techn…
Here's the finding that should stop you mid-scroll: Power BI appears in 44% of manager job postings but only 5% of IC postings — a 40-percentage-point gap. Not leadership philosophy. Not stakeholder c…
The most striking signal this week: Salesforce CRM now appears in 47% of Account Executive job postings — a 17-percentage-point jump from last week. That's not a gradual trend. That's a hiring market …
The most striking signal this week isn't what's rising — it's Python's dramatic single-week drop. At 34% of postings, Python remains the second most-demanded language in software engineering job listi…
The biggest story in this week's data isn't what employers want — it's what they've stopped asking for. Salesforce CRM, the tool most synonymous with Account Executive work for the past decade, appear…
System design is the single most demanded skill in software engineering right now, appearing in 39% of the 4,441 job postings analyzed this week. That's not a soft preference buried in a job descripti…
The most striking signal in this week's data isn't what employers want — it's what they've stopped asking for. Bloomberg terminals, Prometheus/Grafana monitoring, and penetration testing have all coll…
System design tops the software engineering skill demand list at 39% of job postings — higher than Python, AWS, or any specific language or tool in this dataset. That's a meaningful signal: employers …
System design is the single most demanded skill in software engineering right now — appearing in 39% of the 3,606 job postings analyzed this week. That's not a soft skill or a nice-to-have. Employers …
The single most striking data point this week: Figma and Design Systems dropped 30 percentage points, landing at just 10% of 775 analyzed postings. That's not a dip — it's a signal that the PM role is…
Product manager resumes have a problem that most other roles don't: they have to survive two completely different filters before they land an interview. The first is an ATS system that's scanning for …
Most advice about software engineer resume keywords is based on intuition, outdated templates, or what someone heard in a Reddit thread. This isn't that. The data below comes from analysis of real job…
Here is the single most important insight from real 2026 job posting data: SQL appears in over 85% of data analyst job postings, making it the one keyword that most consistently separates candidates w…
System Design appears in 41% of all software engineering job postings analyzed this week — making it the single most demanded skill across 2,012 live listings. That's a striking gap above everything e…
Half of all software engineering job postings analyzed this week — 51% of 2,265 listings — require AWS experience. That single number tells you a lot about where the market sits right now: cloud infra…
Every week, Be Relevant scans thousands of live job postings to surface what employers are actually asking for — not what the industry thinks it's asking for. This week's data spans six roles, 4,004 j…
Every week, we parse thousands of live job postings to surface what employers are actually demanding — not what pundits predict. This week's data spans five roles, 3,377 job postings, and a set of sig…
Every week, Be Relevant tracks thousands of live job postings to surface what employers are actually demanding — not what pundits predict. This week's data spans 12 roles and over 3,900 job listings. …
Every week, Be Relevant scans thousands of real job postings to surface what employers are actually demanding — not what the industry thinks it should be demanding. This week's data spans Account Exec…
Every week, Be Relevant scans thousands of live job postings to surface what employers are actually requiring — not what thought leaders say they should be requiring. Here's what the data is telling u…
This week's scan covers 2,396 job postings across nine roles, from Analytics Engineers to Account Executives. The signal-to-noise ratio is high. Here's what the data is actually saying.
Every week, TalentMap parses thousands of active job postings to surface what employers are actually demanding right now — not what pundits predict, not what LinkedIn influencers are pushing. This wee…
Every few months, the language employers use in job postings quietly shifts. Skills that once appeared in nearly every listing start to thin out — sometimes because they've become assumed, sometimes b…
Every few months, the language employers use to describe a software engineer shifts — sometimes subtly, sometimes dramatically. Based on 5,419 job postings analyzed over 18 weeks, several skills that …
Every few months, the language employers use in job postings shifts — and those shifts are worth paying attention to. Based on 2,579 Account Executive job postings tracked over 20 weeks, five skills h…
Every few months, the language employers use in job postings shifts — sometimes subtly, sometimes dramatically. Tracking those shifts is one of the most reliable ways to understand what the market act…
Every few months, the mix of skills employers ask for in Software Engineer job postings shifts — sometimes subtly, sometimes dramatically. This week's snapshot of 3,606 active postings reveals a set o…
Every eight weeks, we snapshot thousands of active job postings to track how employer skill demand is actually shifting — not how pundits think it should shift. This edition covers 775 Product Manager…