Period
to 3 April 2020

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Apache skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache over the 6 months to 3 April 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache HTTP Server (httpd)
Scotland > Edinburgh
6 months to
3 Apr 2020
Same period 2019 Same period 2018
Rank 95 112 126
Rank change year-on-year +17 +14 -35
Contract jobs citing Apache 9 14 10
As % of all contract jobs advertised in Edinburgh 0.52% 0.56% 0.36%
As % of the Application Platforms category 3.17% 3.91% 2.37%
Number of daily rates quoted 4 4 10
Median daily rate £425 £375 £413
Median daily rate % change year-on-year +13.33% -9.09% +3.13%
10th Percentile £413 £363 £354
90th Percentile £639 £471 £484
Scotland median daily rate £513 £375 £413
% change year-on-year +36.67% -9.09% +33.06%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
Scotland median hourly rate £40.70 - -

Apache is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for application platform skills.

All Application Platform Skills
Edinburgh
Contract vacancies with a requirement for application platform skills 284 358 422
As % of all contract IT jobs advertised in Edinburgh 16.28% 14.41% 15.13%
Number of daily rates quoted 120 197 253
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +6.67%
10th Percentile £162 £213 £203
90th Percentile £553 £638 £547
Scotland median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +11.43%
Number of hourly rates quoted 0 0 5
Median hourly rate - - £21.00
Median hourly rate £23.50 £15.00 £20.00
% change year-on-year +56.67% -25.00% +17.65%

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
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing Apache in Edinburgh.

Daily rate trend for Apache in Edinburgh

Apache
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Apache in Edinburgh over the 6 months to 3 April 2020.

Daily rate histogram for Apache in Edinburgh

Apache
Contractor Hourly Rate Trend in Edinburgh

3-month moving average hourly rates quoted in jobs citing Apache in Edinburgh.

Hourly rate trend for Apache in Edinburgh

For the 6 months to 3 April 2020, IT contractor jobs citing Apache also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for Apache.

1 5 (55.56%) Perl
1 5 (55.56%) Java
1 5 (55.56%) Python
1 5 (55.56%) Agile Software Development
1 5 (55.56%) Git (software)
1 5 (55.56%) Azure
1 5 (55.56%) Jenkins
2 4 (44.44%) DevOps
2 4 (44.44%) Spring
2 4 (44.44%) Tomcat
2 4 (44.44%) Linux
3 3 (33.33%) Finance
3 3 (33.33%) AWS
3 3 (33.33%) RESTful
3 3 (33.33%) Docker
3 3 (33.33%) Puppet
3 3 (33.33%) Kubernetes
3 3 (33.33%) Problem-Solving
4 2 (22.22%) Istio
4 2 (22.22%) Apache NiFi
4 2 (22.22%) Public Sector
4 2 (22.22%) Databricks
4 2 (22.22%) Java 8
4 2 (22.22%) Apache Spark
4 2 (22.22%) GCP
4 2 (22.22%) Threat Management
4 2 (22.22%) R
4 2 (22.22%) Cybersecurity
4 2 (22.22%) nginx
4 2 (22.22%) Kafka

Apache
Co-occurring IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (44.44%) Tomcat
2 2 (22.22%) Apache Spark
2 2 (22.22%) Cloud Foundry
2 2 (22.22%) nginx
3 1 (11.11%) JBoss
3 1 (11.11%) OpenStack
Cloud Services
1 5 (55.56%) Azure
2 3 (33.33%) AWS
3 2 (22.22%) GCP
4 1 (11.11%) OpenShift
Database & Business Intelligence
1 2 (22.22%) Hadoop
1 2 (22.22%) MySQL
2 1 (11.11%) PostgreSQL
Development Applications
1 5 (55.56%) Git (software)
1 5 (55.56%) Jenkins
2 2 (22.22%) Cucumber
2 2 (22.22%) Mockito
3 1 (11.11%) Maven
General
1 3 (33.33%) Finance
2 2 (22.22%) Banking
2 2 (22.22%) Public Sector
Job Titles
1 3 (33.33%) DevOps Engineer
2 2 (22.22%) Data Engineer
2 2 (22.22%) Developer
2 2 (22.22%) Java Developer
2 2 (22.22%) Kubernetes Engineer
2 2 (22.22%) Python Engineer
2 2 (22.22%) Software Engineer
3 1 (11.11%) Java Engineer
3 1 (11.11%) Java Software Engineer
3 1 (11.11%) Senior Developer
3 1 (11.11%) Senior DevOps
3 1 (11.11%) Senior DevOps Engineer
3 1 (11.11%) Senior Java Developer
3 1 (11.11%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 4 (44.44%) Spring
2 3 (33.33%) RESTful
3 2 (22.22%) Apache NiFi
3 2 (22.22%) Kafka
3 2 (22.22%) LAMP
3 2 (22.22%) Web Services
4 1 (11.11%) Ajax
4 1 (11.11%) EJB
4 1 (11.11%) EJB 3.0
4 1 (11.11%) Hibernate
4 1 (11.11%) Java EE
4 1 (11.11%) JMX
4 1 (11.11%) JPA
4 1 (11.11%) jQuery
4 1 (11.11%) JSON
4 1 (11.11%) LAPP Stack
4 1 (11.11%) Spring Boot
4 1 (11.11%) Vert.x
Operating Systems
1 4 (44.44%) Linux
2 2 (22.22%) Debian
2 2 (22.22%) Red Hat Enterprise Linux
2 2 (22.22%) Unix
3 1 (11.11%) Windows
3 1 (11.11%) Windows Server
Processes & Methodologies
1 5 (55.56%) Agile Software Development
2 4 (44.44%) DevOps
3 3 (33.33%) Problem-Solving
4 2 (22.22%) Cybersecurity
4 2 (22.22%) Software Engineering
4 2 (22.22%) Threat Management
5 1 (11.11%) Computer Science
5 1 (11.11%) Configuration Management
5 1 (11.11%) Continuous Integration
5 1 (11.11%) Data Ingestion
5 1 (11.11%) High Availability
5 1 (11.11%) Mentoring
5 1 (11.11%) Microservices
5 1 (11.11%) Risk Management
5 1 (11.11%) SOA
5 1 (11.11%) Test Automation
Programming Languages
1 5 (55.56%) Java
1 5 (55.56%) Perl
1 5 (55.56%) Python
2 2 (22.22%) Java 8
2 2 (22.22%) R
2 2 (22.22%) Scala
2 2 (22.22%) SQL
3 1 (11.11%) JavaScript
Qualifications
1 1 (11.11%) Computer Science Degree
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 2 (22.22%) QA
System Software
1 3 (33.33%) Docker
Systems Management
1 3 (33.33%) Kubernetes
1 3 (33.33%) Puppet
2 2 (22.22%) Ansible
2 2 (22.22%) Istio
Vendors
1 2 (22.22%) Databricks
2 1 (11.11%) Microsoft
2 1 (11.11%) Red Hat