Hybrid/Remote Defensive Programming Job Trends

Defensive Programming
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Defensive Programming skills. It covers permanent job vacancies from the 6 months leading up to 16 October 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Oct 2026
Same period 2025 Same period 2024
Rank 462 - -
Rank change year-on-year - - -
Permanent jobs citing Defensive Programming 1 0 0
As % of all permanent jobs with remote/hybrid work options 0.004% - -
As % of the Processes & Methodologies category 0.005% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
UK median annual salary £107,500 £74,500 £87,250
% change year-on-year +44.30% -14.61% +52.40%

All Process & Methodology Skills
Work from Home

Defensive Programming falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 20,307 15,402 18,187
As % of all permanent jobs with a WFH option 80.66% 93.79% 88.00%
Number of salaries quoted 14,399 8,401 10,957
10th Percentile £34,000 £29,750 £35,750
25th Percentile £44,447 £40,000 £45,000
Median annual salary (50th Percentile) £60,000 £57,500 £60,498
Median % change year-on-year +4.35% -4.96% -3.20%
75th Percentile £80,000 £77,500 £81,250
90th Percentile £100,000 £100,000 £102,500
UK median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% -

Defensive Programming
Job Vacancy Trend for Remote/Hybrid Jobs

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

Defensive Programming job vacancy trend for remote/hybrid jobs

Defensive Programming
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Defensive Programming.

Salary distribution trend for jobs with remote/hybrid work options citing Defensive Programming

Defensive Programming
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 1 (100.00%) Apache Spark
1 1 (100.00%) Jupyter
Cloud Services
1 1 (100.00%) AWS
1 1 (100.00%) GCP
1 1 (100.00%) GitHub
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Apache Zeppelin
1 1 (100.00%) Big Data
1 1 (100.00%) BigQuery
Development Applications
1 1 (100.00%) git-flow
1 1 (100.00%) GitLab
1 1 (100.00%) PyCharm
1 1 (100.00%) Visual Studio Code
General
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Finance
1 1 (100.00%) Marketing
Job Titles
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) PySpark
Miscellaneous
1 1 (100.00%) AI Agents
1 1 (100.00%) Linux Command Line
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) AI
1 1 (100.00%) Analytical Thinking
1 1 (100.00%) Analytics
1 1 (100.00%) Continuous Improvement
1 1 (100.00%) Customer Insight
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Ingestion
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Science
1 1 (100.00%) Decision-Making
1 1 (100.00%) DevOps
1 1 (100.00%) Kanban
1 1 (100.00%) Line Management
1 1 (100.00%) Machine Learning
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Prototyping
1 1 (100.00%) Scrum
1 1 (100.00%) Use Case
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Bash
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) DBS Check
Quality Assurance & Compliance
1 1 (100.00%) Accessibility
1 1 (100.00%) Data Quality
System Software
1 1 (100.00%) zsh
Vendors
1 1 (100.00%) Google