Early careers
The entry-level tech job squeeze, measured across 2,996 roles
Entry-level titles made up less than half of one percent of the active sample. The honest response is not “apply harder”; it is to widen title discovery and build stronger proof of readiness.
- 14
- early-career roles
- 0.47%
- of the sample
- 3
- remote roles
7 junior and 7 internships
Explicit early-career titles are rare
Most require a specific location
The public job-board market is not built around junior titles
In JobToaster’s July 23 snapshot, seven roles were classified as Entry level and seven as Internship. Together they make up 0.47% of 2,996 active postings. Engineering accounts for seven of the fourteen, with the remainder spread across IT Support, Product, Security, and Data & AI.
The number is stark, but its interpretation needs care. Classification uses title and source metadata. A posting labeled simply “Software Engineer” may accept an early-career candidate, while many graduate programs are seasonal or hosted outside the standard career feed. The finding is narrower: candidates who search only for “junior,” “new grad,” or “intern” are looking at a very small visible pool.
| Job family | Open roles |
|---|---|
| Engineering | 7 |
| IT Support | 2 |
| Product | 2 |
| Security | 2 |
| Data & AI | 1 |
Remote-only makes an already small funnel smaller
Only three of the fourteen early-career roles were explicitly remote. That is a predictable constraint: onboarding, mentorship, payroll, and university recruiting often tie junior hiring to an office or country.
If an on-site or hybrid role is feasible, location flexibility is the highest-leverage way to expand the funnel. If remote is non-negotiable, the candidate needs to compensate with a wider role set, a broader employer watchlist, and stronger evidence of independent delivery.
The employers are varied, but the openings are episodic
Cloudflare, Stripe, Tripadvisor, and Cohere each had two early-career openings in the snapshot. Twilio, Box, Perplexity, SumUp, Rubrik, and DoorDash each had one. This is not a stable ranking of “best junior employers.” With such a small sample, one hiring cycle can change the list immediately.
That volatility argues for alerts and direct career-page monitoring rather than a static listicle. A strong opening may exist for days, not months, and the source page is the authority on whether it remains open.
Search for scope, not only for seniority labels
Build a query set around work you can already perform. A frontend candidate can include UI engineer, web developer, product engineer, implementation engineer, and design engineer. A data candidate can include analyst, analytics engineer, business intelligence, and data operations. A security candidate can include support, trust, compliance, or operations roles that build relevant domain experience.
Read the responsibilities before self-rejecting on the title. A plain “Engineer” role with bounded ownership and one to two years of expected experience may be more realistic than a “Junior Engineer” opening at a company with thousands of applicants.
- Keep a list of 8–12 adjacent titles, not one ideal title.
- Search target countries and cities in addition to remote.
- Track employers with structured graduate or apprenticeship programs.
- Apply while the source listing is fresh and still verified.
- Measure interviews per qualified application, not raw application count.
Proof of readiness has to replace missing tenure
The US Bureau of Labor Statistics still projects strong long-term demand in several technical occupations: software developers are expected to add 267,700 jobs from 2024 to 2034, data scientists are projected to grow 34%, and information security analysts 29%. Growth, however, does not guarantee that entry paths use the word “junior.”
A useful early-career portfolio reduces an employer’s uncertainty. Show a deployed artifact, a concise technical or product decision, tests or measurement, and what changed after feedback. One complete project with a real constraint is more credible than several tutorial replicas.
Methodology and limits
The sample contains active jobs from direct employer career feeds, deduplicated and classified into a base role and seniority. Regular listings remain visible for 60 days; listings aged 61–90 days appear only while the source still confirms they are open. Roles older than 90 days are excluded from listings.
Online advertisements are not the same as vacancies or hires. Internal transfers, referrals, campus pipelines, and unadvertised roles are outside this dataset. The 0.47% figure should shape search tactics, not be mistaken for the share of all people hired into tech at the start of their careers.
Sources
- 01US Bureau of Labor Statistics: Most new jobs, 2024–2034
- 02US Bureau of Labor Statistics: Data Scientists
- 03US Bureau of Labor Statistics: Information Security Analysts
- 04Eurostat: Online job advertisement methodology