Apache Contract Job Trends in Edinburgh

Apache HTTP Server (httpd)
Scotland > Edinburgh

The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh requiring Apache skills. It covers vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 59 70 94
Rank change year-on-year +11 +24 +34
Contract jobs citing Apache 10 4 7
As % of all contract jobs advertised in Edinburgh 1.57% 0.49% 0.66%
As % of the Application Platforms category 15.63% 4.88% 6.03%
Number of daily rates quoted 7 1 6
10th Percentile £456 - £450
25th Percentile £478 £375 £500
Median daily rate (50th Percentile) £550 £400 £550
Median % change year-on-year +37.50% -27.27% +10.00%
75th Percentile £563 £425 £619
90th Percentile £585 - £631
Scotland median daily rate £500 £400 £500
% change year-on-year +25.00% -20.00% +3.09%

All Application Platform Skills
Edinburgh

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

Contract vacancies with a requirement for application platform skills 64 82 116
As % of all contract IT jobs advertised in Edinburgh 10.03% 10.00% 11.00%
Number of daily rates quoted 30 37 80
10th Percentile £381 £149 £164
25th Percentile £430 £178 £276
Median daily rate (50th Percentile) £467 £400 £431
Median % change year-on-year +16.69% -7.25% -7.06%
75th Percentile £521 £450 £510
90th Percentile £578 £546 £600
Scotland median daily rate £450 £436 £500
% change year-on-year +3.27% -12.85% +7.64%
Number of hourly rates quoted 2 4 1
10th Percentile £55.13 £15.44 -
25th Percentile £57.19 £18.14 £57.50
Median hourly rate £63.75 £22.23 £60.00
Median % change year-on-year +186.74% -62.95% +202.27%
75th Percentile £69.69 £24.18 £62.50
90th Percentile £71.38 - -
Scotland median hourly rate £57.50 £22.23 £45.00
% change year-on-year +158.63% -50.59% +148.48%

Apache
Job Vacancy Trend in Edinburgh

Job postings citing Apache as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Apache in Edinburgh

Apache
Daily Rate Trend in Edinburgh

Contractor daily rate distribution trend for jobs in Edinburgh citing Apache.

Contractor daily rate distribution trend for jobs in Edinburgh citing Apache

Apache
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Apache in Edinburgh over the 6 months to 17 September 2025.

Daily rate histogram for Apache in Edinburgh

Apache
Hourly Rate Trend in Edinburgh

Contractor hourly rate distribution trend for jobs in Edinburgh citing Apache.

Contractor hourly rate distribution trend for jobs in Edinburgh citing Apache

Apache
Co-occurring Skills and Capabilities in Edinburgh 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 (60.00%) Apache Airflow
2 3 (30.00%) Tomcat
3 2 (20.00%) Apache Spark
4 1 (10.00%) IIS
4 1 (10.00%) nginx
Cloud Services
1 8 (80.00%) AWS
2 5 (50.00%) Amazon S3
3 2 (20.00%) Amazon CloudWatch
3 2 (20.00%) Amazon EC2
3 2 (20.00%) Amazon ECS
3 2 (20.00%) Amazon EKS
3 2 (20.00%) Amazon SQS
3 2 (20.00%) AWS Lambda
3 2 (20.00%) Azure
3 2 (20.00%) Dagster
3 2 (20.00%) Serverless
3 2 (20.00%) Snowflake
4 1 (10.00%) Amazon EMR
4 1 (10.00%) Azure Data Factory
4 1 (10.00%) GCP
Communications & Networking
1 2 (20.00%) HTTP
Database & Business Intelligence
1 3 (30.00%) Relational Database
2 2 (20.00%) Amazon RDS
2 2 (20.00%) Delta Lake
3 1 (10.00%) Big Data
3 1 (10.00%) Data Mart
3 1 (10.00%) Data Warehouse
3 1 (10.00%) Hadoop
Development Applications
1 4 (40.00%) Git
2 2 (20.00%) JIRA
2 2 (20.00%) Subversion
3 1 (10.00%) GitLab
3 1 (10.00%) MLflow
General
1 4 (40.00%) Public Sector
2 2 (20.00%) Analytical Skills
2 2 (20.00%) Social Skills
3 1 (10.00%) Banking
3 1 (10.00%) Documentation Skills
3 1 (10.00%) Finance
Job Titles
1 5 (50.00%) Data Engineer
2 4 (40.00%) Senior
2 4 (40.00%) Senior Data Engineer
3 3 (30.00%) Lead
3 3 (30.00%) Python Engineer
4 2 (20.00%) Developer
4 2 (20.00%) Informatica Engineer
4 2 (20.00%) Lead Developer
4 2 (20.00%) Lead Software Developer
4 2 (20.00%) Python Data Engineer
4 2 (20.00%) Software Developer
5 1 (10.00%) Artificial Intelligence Engineer
5 1 (10.00%) AWS Data Engineer
5 1 (10.00%) AWS Engineer
5 1 (10.00%) Open Source Engineer
5 1 (10.00%) Snowflake Data Engineer
5 1 (10.00%) Snowflake Engineer
5 1 (10.00%) Technical Leader
Libraries, Frameworks & Software Standards
1 3 (30.00%) Pandas
1 3 (30.00%) PySpark
2 2 (20.00%) AWS CDK
2 2 (20.00%) boto
2 2 (20.00%) FastAPI
2 2 (20.00%) Hugging Face
2 2 (20.00%) JWT
2 2 (20.00%) NumPy
2 2 (20.00%) OAuth
2 2 (20.00%) OpenCV
2 2 (20.00%) PyTorch
2 2 (20.00%) REST
2 2 (20.00%) SOAP
2 2 (20.00%) Spring
2 2 (20.00%) Spring Boot
2 2 (20.00%) Spring Security
2 2 (20.00%) Spring Web Flow
2 2 (20.00%) SQLAlchemy
2 2 (20.00%) Thymeleaf
2 2 (20.00%) Web Services
Miscellaneous
1 2 (20.00%) Algorithms
1 2 (20.00%) Data Structures
1 2 (20.00%) Management Information System
2 1 (10.00%) Legacy Systems
2 1 (10.00%) Product Ownership
Operating Systems
1 3 (30.00%) Linux
2 2 (20.00%) Unix
3 1 (10.00%) AIX
Processes & Methodologies
1 6 (60.00%) Agile
1 6 (60.00%) ETL
2 4 (40.00%) CI/CD
2 4 (40.00%) Data Engineering
3 3 (30.00%) Cybersecurity
3 3 (30.00%) Data Integration
3 3 (30.00%) Data Management
3 3 (30.00%) Problem-Solving
4 2 (20.00%) Artificial Intelligence
4 2 (20.00%) Data Cleansing
4 2 (20.00%) Data Modelling
4 2 (20.00%) Deep Learning
4 2 (20.00%) Kanban
4 2 (20.00%) Migration
4 2 (20.00%) OO
4 2 (20.00%) OOP
4 2 (20.00%) Scrum
4 2 (20.00%) System Testing
4 2 (20.00%) User Acceptance Testing
4 2 (20.00%) Workflow
Programming Languages
1 5 (50.00%) Python
1 5 (50.00%) SQL
2 3 (30.00%) Java
2 3 (30.00%) JavaScript
2 3 (30.00%) PL/SQL
3 1 (10.00%) TypeScript
3 1 (10.00%) VB
3 1 (10.00%) VB6
Qualifications
1 2 (20.00%) Degree
2 1 (10.00%) BPSS Clearance
Quality Assurance & Compliance
1 2 (20.00%) Accessibility
1 2 (20.00%) Data Quality
2 1 (10.00%) Disclosure Scotland
2 1 (10.00%) NCSC
2 1 (10.00%) QA
System Software
1 1 (10.00%) Docker
1 1 (10.00%) VMware Infrastructure
Systems Management
1 2 (20.00%) Grafana
1 2 (20.00%) Kubernetes
Vendors
1 2 (20.00%) Informatica
2 1 (10.00%) Databricks
2 1 (10.00%) Oracle
2 1 (10.00%) Salesforce
2 1 (10.00%) VMware