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 contract job vacancies from the 6 months leading up to 13 January 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Jan 2026
Same period 2025 Same period 2024
Rank 314 - -
Rank change year-on-year - - -
Contract jobs citing Flake8 4 0 0
As % of all contract jobs with remote/hybrid work options 0.040% - -
As % of the Libraries, Frameworks & Software Standards category 0.15% - -
Number of daily rates quoted 3 0 0
10th Percentile £427 - -
25th Percentile £504 - -
Median daily rate (50th Percentile) £635 - -
75th Percentile £654 - -
90th Percentile £664 - -
UK median daily rate £670 - £450
% change year-on-year - - -32.84%

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 2,645 2,666 3,912
As % of all contract jobs with a WFH option 26.38% 24.71% 24.05%
Number of daily rates quoted 1,721 1,770 2,819
10th Percentile £356 £325 £350
25th Percentile £420 £413 £425
Median daily rate (50th Percentile) £525 £525 £525
Median % change year-on-year - - -4.55%
75th Percentile £638 £638 £645
90th Percentile £750 £774 £740
UK median daily rate £510 £538 £550
% change year-on-year -5.12% -2.27% -4.35%
Number of hourly rates quoted 70 23 42
10th Percentile £33.00 £21.40 £36.92
25th Percentile £43.00 £26.50 £46.25
Median hourly rate £65.00 £60.00 £62.50
Median % change year-on-year +8.33% -4.00% -3.85%
75th Percentile - £70.00 £76.56
90th Percentile £68.08 £92.50 £90.25
UK median hourly rate £60.00 £62.50 £54.53
% change year-on-year -4.00% +14.62% -16.11%

Flake8
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of contract IT job postings citing Flake8 and offering remote or hybrid work options relative to all contract IT jobs advertised.

Flake8 job vacancy trend for remote/hybrid jobs

Flake8
Daily Rate Trend for Remote/Hybrid Jobs

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

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

Flake8
Daily Rate Histogram for Remote/Hybrid Jobs

Daily rate distribution for jobs with remote/hybrid work options citing Flake8 over the 6 months to 13 January 2026.

Flake8 daily rate histogram for jobs with remote/hybrid work options

Flake8
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 3 (75.00%) Confluence
2 1 (25.00%) Apache
2 1 (25.00%) Apache Spark
Cloud Services
1 3 (75.00%) Amazon CloudWatch
1 3 (75.00%) Amazon EC2
1 3 (75.00%) Amazon S3
1 3 (75.00%) AWS
1 3 (75.00%) AWS Lambda
1 3 (75.00%) GitHub
1 3 (75.00%) GitHub Actions
1 3 (75.00%) Serverless
2 1 (25.00%) Azure
2 1 (25.00%) Azure App Service
2 1 (25.00%) Azure Data Factory
2 1 (25.00%) Azure DevOps
2 1 (25.00%) Azure Monitor
2 1 (25.00%) Azure Synapse Analytics
Communications & Networking
1 2 (50.00%) OpenLDAP
Database & Business Intelligence
1 1 (25.00%) Azure SQL Data Warehouse
1 1 (25.00%) Big Data
1 1 (25.00%) Data Lake
1 1 (25.00%) Data Warehouse
Development Applications
1 3 (75.00%) Git
1 3 (75.00%) JIRA
2 2 (50.00%) GitLab
3 1 (25.00%) Pylint
3 1 (25.00%) SonarQube
Job Titles
1 3 (75.00%) DevOps Engineer
1 3 (75.00%) Python Engineer
2 1 (25.00%) Azure DevOps Engineer
2 1 (25.00%) Azure Engineer
2 1 (25.00%) DevOps Specialist
2 1 (25.00%) Python Software Engineer
2 1 (25.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (100.00%) mypy
2 3 (75.00%) boto
2 3 (75.00%) LDAP
2 3 (75.00%) pytest
3 2 (50.00%) REST
4 1 (25.00%) FastAPI
4 1 (25.00%) Pandas
4 1 (25.00%) PySpark
Processes & Methodologies
1 4 (100.00%) CI/CD
1 4 (100.00%) Code Quality
2 3 (75.00%) DevOps
2 3 (75.00%) Infrastructure Automation
2 3 (75.00%) Microservices
3 2 (50.00%) API Integration
3 2 (50.00%) Task Automation
4 1 (25.00%) Agile
4 1 (25.00%) Analytics
4 1 (25.00%) Code Coverage
4 1 (25.00%) Data Engineering
4 1 (25.00%) Data Governance
4 1 (25.00%) DevSecOps
4 1 (25.00%) Infrastructure as Code
4 1 (25.00%) Migration
4 1 (25.00%) Software Engineering
4 1 (25.00%) Static Application Security Testing
4 1 (25.00%) Static Code Analysis
4 1 (25.00%) Storage Management
4 1 (25.00%) Unit Testing
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) Go
3 1 (25.00%) Bash
3 1 (25.00%) Kusto Query Language
3 1 (25.00%) PowerShell
Qualifications
1 2 (50.00%) SC Cleared
1 2 (50.00%) Security Cleared
2 1 (25.00%) Azure Certification
2 1 (25.00%) BPSS Clearance
Quality Assurance & Compliance
1 2 (50.00%) QA
System Software
1 2 (50.00%) Active Directory
2 1 (25.00%) Docker
Systems Management
1 3 (75.00%) Kubernetes
2 1 (25.00%) Terraform
Vendors
1 2 (50.00%) Atlassian
2 1 (25.00%) Databricks