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 contract job vacancies from the 6 months leading up to 2 March 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Mar 2026
Same period 2025 Same period 2024
Rank 60 - 76
Rank change year-on-year - - +32
Contract jobs citing Apache 10 0 6
As % of all contract jobs in Edinburgh 1.62% - 0.68%
As % of the Application Platforms category 15.87% - 7.89%
Number of daily rates quoted 5 0 3
10th Percentile - - £475
25th Percentile £456 - £513
Median daily rate (50th Percentile) £550 - £600
Median % change year-on-year - - +20.00%
75th Percentile £569 - £634
90th Percentile £603 - £640
Scotland median daily rate £525 £519 £500
% change year-on-year +1.20% +3.75% -16.67%
Number of hourly rates quoted 3 0 0
10th Percentile - - -
25th Percentile - - -
Median hourly rate £64.00 - -
75th Percentile £66.50 - -
90th Percentile £68.00 - -
Scotland median hourly rate £64.00 - £52.50

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 63 95 76
As % of all contract IT jobs advertised in Edinburgh 10.21% 14.73% 8.60%
Number of daily rates quoted 31 55 48
10th Percentile £250 £172 £179
25th Percentile £444 £259 £300
Median daily rate (50th Percentile) £500 £450 £460
Median % change year-on-year +11.11% -2.12% +14.22%
75th Percentile £600 £501 £628
90th Percentile £686 £538 £750
Scotland median daily rate £463 £400 £500
% change year-on-year +15.63% -20.00% +14.68%
Number of hourly rates quoted 6 7 3
10th Percentile £32.23 £21.62 £15.38
25th Percentile £52.19 £22.50 £15.80
Median hourly rate £59.50 £24.00 £17.00
Median % change year-on-year +147.92% +41.18% -51.58%
75th Percentile £64.00 £26.28 £17.61
90th Percentile £66.50 £28.38 £17.68
Scotland median hourly rate £55.00 £24.09 £16.49
% change year-on-year +128.31% +46.13% -8.97%

Apache
Job Vacancy Trend in Edinburgh

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

Apache job vacancy trend 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 2 March 2026.

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 & Capabilities in Edinburgh 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 9 (90.00%) Apache Airflow
2 3 (30.00%) Apache Spark
3 1 (10.00%) Apache Superset
Cloud Services
1 9 (90.00%) AWS
2 5 (50.00%) Amazon S3
3 4 (40.00%) Azure
4 3 (30.00%) Amazon CloudWatch
4 3 (30.00%) Amazon ECS
4 3 (30.00%) Amazon EKS
4 3 (30.00%) Amazon SQS
4 3 (30.00%) AWS Lambda
4 3 (30.00%) Dagster
4 3 (30.00%) GCP
4 3 (30.00%) Serverless
5 2 (20.00%) Amazon EMR
5 2 (20.00%) Snowflake
6 1 (10.00%) Asana
6 1 (10.00%) Datadog
Communications & Networking
1 3 (30.00%) HTTP
Database & Business Intelligence
1 6 (60.00%) Data Warehouse
2 4 (40.00%) Data Lake
2 4 (40.00%) Metadata
2 4 (40.00%) MySQL
2 4 (40.00%) PostgreSQL
2 4 (40.00%) SQL Server
3 3 (30.00%) Big Data
3 3 (30.00%) Hadoop
4 2 (20.00%) Data Mart
Development Applications
1 3 (30.00%) MLflow
2 2 (20.00%) GitLab
3 1 (10.00%) JIRA
General
1 3 (30.00%) Finance
1 3 (30.00%) Social Skills
2 2 (20.00%) Banking
2 2 (20.00%) Documentation Skills
3 1 (10.00%) Marketing
3 1 (10.00%) Public Sector
Job Titles
1 5 (50.00%) Python Engineer
2 4 (40.00%) Architect
2 4 (40.00%) Data Architect
3 2 (20.00%) AWS Data Engineer
3 2 (20.00%) AWS Engineer
3 2 (20.00%) Data Engineer
3 2 (20.00%) ETL Architect
3 2 (20.00%) Python Data Engineer
3 2 (20.00%) Senior
3 2 (20.00%) Senior Data Engineer
3 2 (20.00%) Snowflake Data Engineer
3 2 (20.00%) Snowflake Engineer
4 1 (10.00%) Technical Manager
Libraries, Frameworks & Software Standards
1 3 (30.00%) AWS CDK
1 3 (30.00%) boto
1 3 (30.00%) FastAPI
1 3 (30.00%) Hugging Face
1 3 (30.00%) JWT
1 3 (30.00%) Kafka
1 3 (30.00%) NumPy
1 3 (30.00%) OAuth
1 3 (30.00%) OpenCV
1 3 (30.00%) Pandas
1 3 (30.00%) PyTorch
1 3 (30.00%) REST
1 3 (30.00%) SQLAlchemy
2 2 (20.00%) PySpark
Miscellaneous
1 3 (30.00%) Algorithms
1 3 (30.00%) Data Structures
2 2 (20.00%) Legacy Systems
2 2 (20.00%) Management Information System
2 2 (20.00%) Product Ownership
3 1 (10.00%) Data Protection Act
Processes & Methodologies
1 9 (90.00%) ETL
2 8 (80.00%) AI
2 8 (80.00%) Machine Learning
3 7 (70.00%) Technical Leadership
4 6 (60.00%) Analytics
4 6 (60.00%) API Integration
4 6 (60.00%) Data Engineering
4 6 (60.00%) Data Management
4 6 (60.00%) Data Modelling
5 5 (50.00%) Data Science
5 5 (50.00%) Mentoring
6 4 (40.00%) Agile
6 4 (40.00%) Computer Science
6 4 (40.00%) Data Governance
6 4 (40.00%) Data Integration
6 4 (40.00%) Data Pipeline
6 4 (40.00%) Data Security
6 4 (40.00%) Deep Learning
6 4 (40.00%) Metadata Management
6 4 (40.00%) Problem-Solving
Programming Languages
1 5 (50.00%) Python
2 4 (40.00%) SQL
Qualifications
1 4 (40.00%) Degree
1 4 (40.00%) Master's Degree
1 4 (40.00%) Security Cleared
2 3 (30.00%) SC Cleared
Quality Assurance & Compliance
1 7 (70.00%) Data Quality
2 3 (30.00%) Accessibility
3 2 (20.00%) Disclosure Scotland
Systems Management
1 3 (30.00%) Grafana
1 3 (30.00%) Kubernetes
Vendors
1 4 (40.00%) Informatica
1 4 (40.00%) Oracle
1 4 (40.00%) Talend
2 2 (20.00%) Google