Apache Job Trends in Scotland

Apache HTTP Server (httpd)
UK > Scotland

The table below provides summary statistics and salary benchmarking for jobs advertised in Scotland requiring Apache skills. It covers permanent job vacancies from the 6 months leading up to 3 May 2026, with comparisons to the same periods in the previous two years.

6 months to
3 May 2026
Same period 2025 Same period 2024
Rank 142 116 136
Rank change year-on-year -26 +20 +57
Permanent jobs citing Apache 4 10 149
As % of all permanent jobs in Scotland 0.12% 0.53% 2.34%
As % of the Application Platforms category 4.21% 5.65% 12.72%
Number of salaries quoted 4 8 12
10th Percentile - £37,177 -
25th Percentile £45,000 £44,081 £43,750
Median annual salary (50th Percentile) £54,283 £66,430 £47,500
Median % change year-on-year -18.29% +39.85% -20.83%
75th Percentile £64,557 £75,360 £51,250
90th Percentile £66,323 - £52,721
UK median annual salary £72,500 £110,000 £90,000
% change year-on-year -34.09% +22.22% +24.14%

All Application Platform Skills
Scotland

Apache falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring application platform skills in Scotland.

Permanent vacancies with a requirement for application platform skills 95 177 1,171
As % of all permanent jobs advertised in Scotland 2.83% 9.32% 18.41%
Number of salaries quoted 57 85 225
10th Percentile £26,500 £31,250 £27,500
25th Percentile £29,000 £32,000 £32,500
Median annual salary (50th Percentile) £38,000 £54,500 £47,500
Median % change year-on-year -30.28% +14.74% -5.45%
75th Percentile £55,000 £79,648 £55,000
90th Percentile £75,000 £98,474 £80,529
UK median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -9.09%

Apache
Job Vacancy Trend in Scotland

Historical trend showing the proportion of permanent IT job postings citing Apache relative to all permanent IT jobs advertised in Scotland.

Apache job vacancy trend in Scotland

Apache
Salary Trend in Scotland

Salary distribution trend for jobs in Scotland citing Apache.

Salary distribution trend for jobs in Scotland citing Apache

Apache
Salary Histogram in Scotland

Salary distribution for jobs citing Apache in Scotland over the 6 months to 3 May 2026.

Salary histogram for Apache in Scotland

Apache
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the Scotland region over the 6 months to 3 May 2026. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +5 3 £50,000 -33.65% 1
Apache
UK

Apache
Co-Occurring Skills & Capabilities in Scotland 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 4 (100.00%) Apache Airflow
Cloud Services
1 3 (75.00%) Cloud Composer
1 3 (75.00%) Dataform
1 3 (75.00%) GCP
2 1 (25.00%) Amazon CloudWatch
2 1 (25.00%) Amazon ECS
2 1 (25.00%) Amazon EKS
2 1 (25.00%) Amazon S3
2 1 (25.00%) Amazon SQS
2 1 (25.00%) AWS
2 1 (25.00%) AWS CloudFormation
2 1 (25.00%) AWS Lambda
2 1 (25.00%) Dagster
2 1 (25.00%) Serverless
Database & Business Intelligence
1 3 (75.00%) BigQuery
1 3 (75.00%) Metadata
2 2 (50.00%) Big Data
3 1 (25.00%) Amazon RDS
3 1 (25.00%) PostgreSQL
Development Applications
1 1 (25.00%) Git
1 1 (25.00%) MLflow
General
1 3 (75.00%) Inclusion and Diversity
2 2 (50.00%) Public Sector
Job Titles
1 3 (75.00%) Senior
2 2 (50.00%) Big Data Engineer
2 2 (50.00%) Data Engineer
2 2 (50.00%) Senior Big Data Engineer
2 2 (50.00%) Senior Data Engineer
3 1 (25.00%) Architect
3 1 (25.00%) Artificial Intelligence Specialist
3 1 (25.00%) Data Architect
3 1 (25.00%) Developer
3 1 (25.00%) Python Developer
3 1 (25.00%) Senior Data Warehouse Specialist
3 1 (25.00%) Senior Developer
3 1 (25.00%) Senior Python Developer
3 1 (25.00%) Senior Software Developer
3 1 (25.00%) Software Developer
3 1 (25.00%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (50.00%) Great Expectations
2 1 (25.00%) AWS CDK
2 1 (25.00%) FastAPI
2 1 (25.00%) Hugging Face
2 1 (25.00%) JWT
2 1 (25.00%) NumPy
2 1 (25.00%) OAuth
2 1 (25.00%) OAuth2
2 1 (25.00%) OpenCV
2 1 (25.00%) Pandas
2 1 (25.00%) pytest
2 1 (25.00%) PyTorch
2 1 (25.00%) RESTful
2 1 (25.00%) SQLAlchemy
2 1 (25.00%) WebSockets
Miscellaneous
1 1 (25.00%) Cloud Native
Processes & Methodologies
1 4 (100.00%) Agile
1 4 (100.00%) DevOps
2 3 (75.00%) Data Modelling
2 3 (75.00%) Data Pipeline
2 3 (75.00%) User-Centered Design (UCD)
3 2 (50.00%) Infrastructure as Code
3 2 (50.00%) Metadata Management
3 2 (50.00%) Technical Leadership
4 1 (25.00%) AI
4 1 (25.00%) API Development
4 1 (25.00%) API Integration
4 1 (25.00%) Computer Vision
4 1 (25.00%) Data Ingestion
4 1 (25.00%) ETL
4 1 (25.00%) Event-Driven Architecture
4 1 (25.00%) Mentoring
4 1 (25.00%) Microservices
4 1 (25.00%) OCR
4 1 (25.00%) Performance Optimisation
4 1 (25.00%) Software Engineering
Programming Languages
1 4 (100.00%) SQL
2 3 (75.00%) Python
Quality Assurance & Compliance
1 3 (75.00%) Data Quality
2 1 (25.00%) Accessibility
2 1 (25.00%) GDPR
System Software
1 1 (25.00%) Docker
Systems Management
1 4 (100.00%) Terraform
2 1 (25.00%) Grafana
2 1 (25.00%) Kubernetes
Vendors
1 3 (75.00%) Google