Hybrid/Remote Flake8 Contract Job Trends

Flake8
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work 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 305 - 416
Rank change year-on-year - - +190
Contract jobs citing Flake8 3 0 1
As % of all contract jobs with a WFH option 0.031% - 0.005%
As % of the Libraries, Frameworks & Software Standards category 0.11% - 0.020%
Number of daily rates quoted 2 0 0
10th Percentile £636 - -
25th Percentile £642 - -
Median daily rate (50th Percentile) £653 - -
75th Percentile £662 - -
90th Percentile £667 - -
UK median daily rate £670 - -

All Software Libraries and Frameworks
Work from Home

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 with remote or hybrid options 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 2,651 3,298 4,994
As % of all contract jobs with a WFH option 27.00% 25.93% 24.72%
Number of daily rates quoted 1,811 2,218 3,712
10th Percentile £350 £325 £363
25th Percentile £413 £425 £438
Median daily rate (50th Percentile) £501 £550 £535
Median % change year-on-year -8.91% +2.80% -2.73%
75th Percentile £638 £675 £650
90th Percentile £800 £850 £750
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 71 62 56
10th Percentile £31.25 £36.30 £38.25
25th Percentile £41.25 - £55.00
Median hourly rate £65.00 £43.00 £64.50
Median % change year-on-year +51.16% -33.33% +2.18%
75th Percentile - £62.50 £73.75
90th Percentile £68.00 £74.95 £77.13
UK median hourly rate £54.85 £61.60 £60.00
% change year-on-year -10.96% +2.67% -4.00%

Flake8
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Flake8 as a proportion of all IT jobs advertised.

Flake8 trend for jobs with Hybrid/Remote/WFH options

Flake8
Daily Rate Trend for Jobs with Hybrid Work Options

Contractor daily rate distribution trend for jobs with remote work options citing Flake8.

Contractor daily rate distribution trend for jobs with remote work options citing Flake8

Flake8
Co-occurring Skills and Capabilities with WFH Options 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 3 (100.00%) Confluence
Cloud Services
1 3 (100.00%) Amazon CloudWatch
1 3 (100.00%) Amazon EC2
1 3 (100.00%) Amazon S3
1 3 (100.00%) AWS
1 3 (100.00%) AWS Lambda
1 3 (100.00%) Serverless
2 2 (66.67%) GitHub
2 2 (66.67%) GitHub Actions
Communications & Networking
1 2 (66.67%) OpenLDAP
Development Applications
1 3 (100.00%) Git
1 3 (100.00%) JIRA
2 2 (66.67%) GitLab
Job Titles
1 3 (100.00%) Python Engineer
2 2 (66.67%) DevOps Engineer
3 1 (33.33%) DevOps Specialist
3 1 (33.33%) Python Software Engineer
3 1 (33.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 3 (100.00%) boto
1 3 (100.00%) LDAP
1 3 (100.00%) mypy
1 3 (100.00%) pytest
2 2 (66.67%) REST
Processes & Methodologies
1 3 (100.00%) CI/CD
1 3 (100.00%) Code Quality
1 3 (100.00%) Infrastructure Automation
1 3 (100.00%) Microservices
2 2 (66.67%) API Integration
2 2 (66.67%) DevOps
2 2 (66.67%) Task Automation
3 1 (33.33%) Agile
3 1 (33.33%) Migration
3 1 (33.33%) Software Engineering
Programming Languages
1 3 (100.00%) Go
1 3 (100.00%) Python
Qualifications
1 2 (66.67%) SC Cleared
1 2 (66.67%) Security Cleared
2 1 (33.33%) BPSS Clearance
Quality Assurance & Compliance
1 2 (66.67%) QA
System Software
1 2 (66.67%) Active Directory
Systems Management
1 3 (100.00%) Kubernetes
Vendors
1 2 (66.67%) Atlassian