Period
to 20 February 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 20 February 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
20 Feb 2020
Same period 2019 Same period 2018
Rank 92 95 125
Rank change year-on-year +3 +30 -26
Contract jobs citing Apache 15 28 26
As % of all contract IT jobs advertised in Edinburgh 0.80% 1.09% 0.87%
As % of the Application Platforms category 5.24% 7.61% 5.32%
Number of daily rates quoted 6 11 20
Edinburgh median daily rate £425 £400 £456
Median daily rate % change year-on-year +6.25% -12.33% +14.06%
10th Percentile £372 £363 £286
90th Percentile £481 £506 £553
Scotland median daily rate £475 £380 £454
% change year-on-year +25.00% -16.25% +33.46%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate £41.85 - -

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 286 368 489
As % of all contract IT jobs advertised in Edinburgh 15.18% 14.26% 16.33%
Number of daily rates quoted 120 207 302
Edinburgh median daily rate £425 £425 £394
Median daily rate % change year-on-year - +7.94% +8.62%
10th Percentile £155 £199 £243
90th Percentile £550 £605 £538
Scotland median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% +10.29%
Number of hourly rates quoted 1 0 6
Edinburgh median hourly rate £17.51 - £21.00
10th Percentile £16.53 - £18.02
90th Percentile £18.48 - £28.00
Scotland 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 percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Apache in Edinburgh

Apache
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache in Edinburgh.

Contractor daily rate trend for Apache in Edinburgh

Apache
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Apache in Edinburgh over the 6 months to 20 February 2020.

Contractor daily rate histogram for Apache in Edinburgh

Apache
Contractor Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Apache in Edinburgh.

Contractor hourly rate trend for Apache in Edinburgh

For the 6 months to 20 February 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 11 (73.33%) Java
2 9 (60.00%) Agile Software Development
2 9 (60.00%) Git (software)
3 8 (53.33%) Tomcat
4 7 (46.67%) Python
5 6 (40.00%) Unix
5 6 (40.00%) Linux
5 6 (40.00%) Perl
5 6 (40.00%) Spring
5 6 (40.00%) Azure
5 6 (40.00%) Jenkins
5 6 (40.00%) Docker
5 6 (40.00%) DevOps
6 5 (33.33%) Java EE
6 5 (33.33%) Oracle
6 5 (33.33%) Kubernetes
6 5 (33.33%) Problem-Solving
6 5 (33.33%) Public Sector
7 4 (26.67%) Ansible
7 4 (26.67%) .NET
7 4 (26.67%) Windows
7 4 (26.67%) Finance
7 4 (26.67%) Maven
7 4 (26.67%) AWS
7 4 (26.67%) nginx
7 4 (26.67%) RESTful
7 4 (26.67%) Cucumber
7 4 (26.67%) Puppet
7 4 (26.67%) Confluence
7 4 (26.67%) Unit Testing

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 8 (53.33%) Tomcat
2 4 (26.67%) Confluence
2 4 (26.67%) nginx
3 3 (20.00%) Cloud Foundry
3 3 (20.00%) JBoss
3 3 (20.00%) WildFly
4 2 (13.33%) Apache Spark
4 2 (13.33%) IIS
5 1 (6.67%) Adobe Experience Manager
Business Applications
1 2 (13.33%) Oracle Cash Management
1 2 (13.33%) Sentinel
Cloud Services
1 6 (40.00%) Azure
2 4 (26.67%) AWS
3 2 (13.33%) Apigee
3 2 (13.33%) Datadog
3 2 (13.33%) GCP
3 2 (13.33%) IaaS
3 2 (13.33%) IBM Cloud
3 2 (13.33%) Kong
3 2 (13.33%) OpenShift
3 2 (13.33%) PaaS
3 2 (13.33%) SaaS
Communications & Networking
1 2 (13.33%) BIG-IP
1 2 (13.33%) Firewall
1 2 (13.33%) NetScaler
Database & Business Intelligence
1 3 (20.00%) Oracle Database
1 3 (20.00%) Oracle Database 11g
2 2 (13.33%) Aerospike
2 2 (13.33%) Amazon DynamoDB
2 2 (13.33%) Couchbase
2 2 (13.33%) Hadoop
2 2 (13.33%) Hazelcast
2 2 (13.33%) MySQL
2 2 (13.33%) NoSQL
2 2 (13.33%) Redis
3 1 (6.67%) PostgreSQL
Development Applications
1 9 (60.00%) Git (software)
2 6 (40.00%) Jenkins
3 4 (26.67%) Cucumber
3 4 (26.67%) JIRA
3 4 (26.67%) Maven
4 3 (20.00%) Bitbucket
4 3 (20.00%) JUnit
4 3 (20.00%) Subversion
5 2 (13.33%) Artifactory
5 2 (13.33%) IBM UrbanCode
5 2 (13.33%) Mockito
5 2 (13.33%) Octopus Deploy
5 2 (13.33%) Selenium
5 2 (13.33%) Sonatype Nexus
5 2 (13.33%) TeamCity
5 2 (13.33%) Zephyr
6 1 (6.67%) Mercurial
6 1 (6.67%) MSBuild
6 1 (6.67%) Visual Studio
General
1 5 (33.33%) Public Sector
2 4 (26.67%) Finance
3 2 (13.33%) Banking
Job Titles
1 6 (40.00%) DevOps Engineer
2 5 (33.33%) Developer
3 4 (26.67%) Java Developer
4 3 (20.00%) Full Stack Developer
5 2 (13.33%) Data Engineer
5 2 (13.33%) Kubernetes Engineer
5 2 (13.33%) Python Engineer
5 2 (13.33%) Software Engineer
6 1 (6.67%) Active Directory Engineer
6 1 (6.67%) Applications Developer
6 1 (6.67%) Applications Manager
6 1 (6.67%) Java Engineer
6 1 (6.67%) Java Software Engineer
6 1 (6.67%) Linux Engineer
6 1 (6.67%) Linux/Unix DevOps
6 1 (6.67%) Senior Developer
6 1 (6.67%) Senior DevOps
6 1 (6.67%) Senior DevOps Engineer
6 1 (6.67%) Senior Java Developer
6 1 (6.67%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 6 (40.00%) Spring
2 5 (33.33%) Java EE
3 4 (26.67%) .NET
3 4 (26.67%) RESTful
4 3 (20.00%) AngularJS
4 3 (20.00%) Hibernate
4 3 (20.00%) JPA
4 3 (20.00%) JSP
4 3 (20.00%) JSTL
4 3 (20.00%) Servlets
4 3 (20.00%) STL
4 3 (20.00%) XML
4 3 (20.00%) XSLT
5 2 (13.33%) Apache NiFi
5 2 (13.33%) JSON
5 2 (13.33%) Kafka
5 2 (13.33%) LAMP
5 2 (13.33%) LDAP
5 2 (13.33%) Vert.x
5 2 (13.33%) Web Services
Miscellaneous
1 2 (13.33%) PKI
2 1 (6.67%) Greenfield Project
Operating Systems
1 6 (40.00%) Linux
1 6 (40.00%) Unix
2 4 (26.67%) Windows
3 3 (20.00%) Red Hat Enterprise Linux
3 3 (20.00%) Windows Server
4 2 (13.33%) Debian
4 2 (13.33%) Ubuntu
Processes & Methodologies
1 9 (60.00%) Agile Software Development
2 6 (40.00%) DevOps
3 5 (33.33%) Problem-Solving
4 4 (26.67%) Continuous Integration
4 4 (26.67%) Unit Testing
5 3 (20.00%) UML
6 2 (13.33%) Analytics
6 2 (13.33%) Case Management
6 2 (13.33%) Change Control
6 2 (13.33%) Continuous Delivery
6 2 (13.33%) Cybersecurity
6 2 (13.33%) Event-Driven Architecture
6 2 (13.33%) Infrastructure Automation
6 2 (13.33%) Kanban
6 2 (13.33%) Migration
6 2 (13.33%) Software Engineering
6 2 (13.33%) Threat Management
6 2 (13.33%) Time Management
6 2 (13.33%) Waterfall
6 2 (13.33%) Workflow
Programming Languages
1 11 (73.33%) Java
2 7 (46.67%) Python
3 6 (40.00%) Perl
4 2 (13.33%) Go
4 2 (13.33%) Java 8
4 2 (13.33%) R
4 2 (13.33%) Scala
4 2 (13.33%) SQL
4 2 (13.33%) VB
4 2 (13.33%) VB6
5 1 (6.67%) JavaScript
Qualifications
1 1 (6.67%) Computer Science Degree
1 1 (6.67%) Degree
Quality Assurance & Compliance
1 2 (13.33%) QA
System Software
1 6 (40.00%) Docker
2 1 (6.67%) Active Directory
2 1 (6.67%) Virtual Machines
Systems Management
1 5 (33.33%) Kubernetes
2 4 (26.67%) Ansible
2 4 (26.67%) Puppet
3 2 (13.33%) CA Single Sign-On
3 2 (13.33%) Consul
3 2 (13.33%) Istio
3 2 (13.33%) Nagios
3 2 (13.33%) Single Sign-On
4 1 (6.67%) Mesos
Vendors
1 5 (33.33%) Oracle
2 2 (13.33%) AppDynamics
2 2 (13.33%) CA
2 2 (13.33%) Citrix
2 2 (13.33%) Databricks
2 2 (13.33%) F5
2 2 (13.33%) Google
2 2 (13.33%) IBM
2 2 (13.33%) Micro Focus
2 2 (13.33%) Microsoft
2 2 (13.33%) New Relic
2 2 (13.33%) Splunk
3 1 (6.67%) Adobe