DEV analysis finds one-in-25 entry-level postings

DEV Community published an analysis on May 21 saying only about one in 25 software engineer postings in a 48,207-listing dataset was explicitly labeled entry-level. The post, written by Gnana and originally published at InterviewStack.io, said the sample covered every active software engineer posting on the InterviewStack.io job board as of May 2026. (dev.to) The article framed the finding as a labeling problem as much as a hiring one, saying companies still bring in junior engineers but are less likely to advertise roles that way. The same analysis said the software engineer title now spans a wide range of specialties, seniority levels and tech stacks. ### Why does the “one in 25” figure matter? The 48,207-posting sample matters because it measures how employers describe openings, not just whether openings exist. (dev.to) Gnana wrote that only a small share of listings explicitly used entry-level language, even though junior hiring still happens in practice. That distinction is important for applicants who search by title or filters such as “entry level,” because those searches can miss jobs aimed at earlier-career candidates but posted under broader software engineer labels. May 2026 job-market data elsewhere points to the same pressure on newcomers. The Federal Reserve Bank of St. Louis’ Indeed series for U.S. software development postings stood at 72.15 on May 1, with February 2020 set to 100, showing postings remain below pre-downturn peaks. (dev.to) A separate GitHub repository maintained by SimplifyJobs and Coder Quad also tracks new-graduate roles daily, underscoring that entry-level demand is being monitored through specialized channels rather than broad job-board labels alone. ### What else did the DEV analysis find? Python was the most frequently named skill in the dataset at 34.8% of postings, followed by Agile at 29.8%, Java at 27.3%, AWS at 26.5% and CI/CD at 26.3%, according to the DEV post. Gnana said no single skill crossed the 50% threshold, which the article contrasted with more standardized hiring patterns in some adjacent tech roles. (dev.to) The same post said the title “software engineer” now functions more like a job-family label than a single role. Gnana cited examples ranging from frontend engineers at SaaS companies to embedded engineers at defense contractors, ML platform engineers and Java developers in banking. The article said that spread helps explain why the market looks fragmented and why a junior applicant may face very different requirements from one listing to the next. (fred.stlouisfed.org) ### What does the analysis say about pay and specialization? The DEV article said the median U.S. base salary in the dataset was $140,000 based on 10,765 postings with salary data. It also said specialized skills such as deep learning, computer vision, Rust, distributed systems, observability, gRPC, BigQuery and Apache Spark clustered in a $159,000 to $170,000 range, with at least 75 postings for each skill. (dev.to) Docker and Kubernetes appeared as the strongest skill pair in the dataset, with the post saying about 70% of jobs that mentioned Docker also asked for Kubernetes. That pairing added to the article’s broader point that employers are often screening for combinations of tools and experience rather than a single universal programming language. (dev.to) ### Where can readers check the underlying breakdowns? Gnana’s DEV Community post links readers to the original InterviewStack.io analysis and says the study includes regional, salary and seniority breakdowns alongside the skills data. The DEV version was posted on May 20 and surfaced on DEV’s topic page on May 21, according to the site’s search result and page metadata. (dev.to) May 2026 readers looking for the next update will likely find it in the same DEV series, which also includes related posts on business operations manager skills, AI versus machine-learning engineer roles, and backend versus embedded developer comparisons. (dev.to)