Job Market Insights

Real data from thousands of job applications in United Kingdom. See what skills are in demand and how your applications compare.

45,000Applications Tracked
34%Avg Response Rate
17%Avg Interview Rate
5%Avg Offer Rate

Role Benchmarks

Compare response rates and salary ranges across different roles in United Kingdom

RoleResponse RateInterview RateAvg ResponseSalary RangeSample Size
software engineer35%18%7 days£55,000 - £85,0002,847data analyst42%22%8 days£35,000 - £55,0001,523product manager28%14%10 days£60,000 - £90,000987data scientist30%15%9 days£55,000 - £85,0001,245devops engineer45%25%5 days£60,000 - £90,000892

High-Impact Skills

Skills that significantly boost your interview chances

Kubernetes↑
1.8xinterview rate
+15%salary boost
Top roles: DevOps Engineer, SRE
System Design→
1.7xinterview rate
+18%salary boost
Top roles: Senior Engineer, Staff Engineer
Machine Learning↑
1.6xinterview rate
+20%salary boost
Top roles: Data Scientist, ML Engineer
TypeScript↑
1.5xinterview rate
+10%salary boost
Top roles: Frontend Developer, Full-Stack Developer
AWS→
1.4xinterview rate
+12%salary boost
Top roles: Cloud Engineer, DevOps Engineer
Python→
1.3xinterview rate
+8%salary boost
Top roles: Data Scientist, Backend Developer

Get Personalized Insights

Create an account to see how your applications compare to these benchmarks and get personalized recommendations.

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About This Data

These insights are aggregated from anonymized application data across our user base. All data is anonymized and aggregated to protect individual privacy while providing valuable market intelligence.

  • Data is updated weekly
  • Minimum sample size of 100 applications required for role benchmarks
  • Skills are matched using keyword analysis
  • Salary data is estimated from job postings

Last updated: 8/3/2026