Job Market Insights (2026)

Data crawled in 2026 reflecting the current job market landscape.

Key Findings

Total Jobs Analyzed
116,423
With Real Salary
46,235
Red Flag Rate
8%
Avg Listing Lifespan
35 days

Average Salary by Experience (USD)

  • Intern: $66,982 – $80,933
  • Junior: $74,398 – $99,773
  • Mid: $103,401 – $145,486
  • Senior: $149,232 – $225,137
  • Manager: $173,043 – $232,175
  • Lead: $186,330 – $248,727
  • Director: $205,613 – $276,433
  • Vp: $273,760 – $414,200

Top Technologies

Python, AWS, SQL, Kubernetes, TypeScript, Docker, React, Java, GCP, Azure

Work Mode Breakdown

  • Hybrid: 32,857
  • Onsite: 31,287
  • Remote: 29,939
  • Unspecified: 18,027

Avg Salary by Experience

Real (non-estimated) salary ranges by seniority

Experience Levels

Distribution of seniority across listings

Work Mode

Remote, hybrid, and onsite breakdown

Top Tech Stack

Most frequently mentioned technologies

Salary by Work Mode

Remote vs hybrid vs onsite pay comparison

Top Industries

Industries with the most listings

Listing Quality

Score distribution based on completeness and detail

Red Flags

Common warning signs found in listings

8%

8852 of 112110 jobs

  • Vague job title and description (224)
  • Third-party recruiter posting (152)
  • No specific company or industry mentioned (60)
  • Vague job description (55)
  • Vague job title and responsibilities (54)
  • No specific role defined (51)
  • Third-party recruiter posting as agency (43)
  • No salary mentioned in listing (39)
  • ITAR restrictions require US citizenship or permanent residency (35)
  • No specific company or role details (35)

Salary Transparency

How many listings include real vs AI-estimated salaries

Salary Range Spread

Average gap between min and max salary by level

Salary by Company Size

Pay ranges across company sizes and seniority levels

Company Size

Startup to enterprise breakdown

Tech Categories

Frontend, backend, DevOps, and more

Interview Process Source

Extracted from listing vs AI-estimated

Salary by Language

Highest paying programming languages (USD, real salary)

Top Benefits

Most commonly offered perks across listings

Jobs by Country

Top 15 countries by number of listings

Salary by Country

Average salary ranges by country (USD-posted jobs)

Job Type

Full-time, part-time, contract, and internship

Hiring Timeline

How long the interview process typically takes

Interview Steps

Number of stages in the hiring process

Listing Lifespan

Average 35 days, median 27 days (171,609 closed listings)