Flake8 Contract Job Trends

Flake8
UK

The table below provides summary statistics and contractor rates for jobs requiring Flake8 skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 551 - 631
Rank change year-on-year - - +200
Contract jobs citing Flake8 6 0 1
As % of all contract jobs advertised in the UK 0.018% - 0.002%
As % of the Libraries, Frameworks & Software Standards category 0.080% - 0.009%
Number of daily rates quoted 5 0 0
10th Percentile £644 - -
25th Percentile £660 - -
Median daily rate (50th Percentile) £670 - -
75th Percentile £675 - -
90th Percentile £678 - -
UK excluding London median daily rate - - -

All Software Libraries and Frameworks
UK

Flake8 falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 7,545 8,634 11,021
As % of all contract IT jobs advertised in the UK 22.90% 22.41% 22.24%
Number of daily rates quoted 5,010 5,617 7,893
10th Percentile £350 £350 £375
25th Percentile £413 £425 £450
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -4.35%
75th Percentile £630 £650 £675
90th Percentile £738 £788 £775
UK excluding London median daily rate £474 £500 £500
% change year-on-year -5.24% - -4.76%
Number of hourly rates quoted 186 188 180
10th Percentile £31.25 £25.60 £36.19
25th Percentile £41.82 £43.00 £46.18
Median hourly rate £54.85 £61.60 £60.00
Median % change year-on-year -10.96% +2.67% -4.00%
75th Percentile £65.00 £70.00 £72.41
90th Percentile £72.25 £74.61 £78.00
UK excluding London median hourly rate £57.50 £65.00 £59.03
% change year-on-year -11.54% +10.11% -6.67%

Flake8
Job Vacancy Trend

Job postings citing Flake8 as a proportion of all IT jobs advertised.

Job vacancy trend for Flake8 in the UK

Flake8
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Flake8.

Contractor daily rate distribution trend for jobs in the UK citing Flake8

Flake8
Top 3 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Flake8 within the UK over the 6 months to 19 September 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England - 6 £670 -
London - 6 £670 -
Work from Home - 3 £653 -

Flake8
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (100.00%) Confluence
Cloud Services
1 6 (100.00%) Amazon CloudWatch
1 6 (100.00%) Amazon EC2
1 6 (100.00%) Amazon S3
1 6 (100.00%) AWS
1 6 (100.00%) AWS Lambda
1 6 (100.00%) Serverless
2 5 (83.33%) GitHub
2 5 (83.33%) GitHub Actions
Communications & Networking
1 5 (83.33%) OpenLDAP
Development Applications
1 6 (100.00%) Git
1 6 (100.00%) JIRA
2 5 (83.33%) GitLab
Job Titles
1 4 (66.67%) Python Engineer
2 3 (50.00%) DevOps Specialist
3 2 (33.33%) DevOps Engineer
4 1 (16.67%) Python Software Engineer
4 1 (16.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (100.00%) boto
1 6 (100.00%) LDAP
1 6 (100.00%) mypy
1 6 (100.00%) pytest
2 5 (83.33%) REST
Miscellaneous
1 1 (16.67%) Onboarding
Processes & Methodologies
1 6 (100.00%) CI/CD
1 6 (100.00%) Code Quality
1 6 (100.00%) Infrastructure Automation
1 6 (100.00%) Microservices
2 5 (83.33%) API Integration
2 5 (83.33%) Task Automation
3 4 (66.67%) DevOps
4 2 (33.33%) Agile
4 2 (33.33%) Migration
5 1 (16.67%) Software Engineering
Programming Languages
1 6 (100.00%) Go
1 6 (100.00%) Python
Qualifications
1 4 (66.67%) SC Cleared
1 4 (66.67%) Security Cleared
2 3 (50.00%) BPSS Clearance
Quality Assurance & Compliance
1 5 (83.33%) QA
System Software
1 5 (83.33%) Active Directory
Systems Management
1 6 (100.00%) Kubernetes
Vendors
1 5 (83.33%) Atlassian