Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Skill Sets
Period
to 16 October 2018

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 16 October 2018 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
16 Oct 2018		 Same period 2017 Same period 2016
Rank 92 100 112
Rank change year-on-year +8 +12 -12
Contract jobs citing Apache 46 34 16
As % of all contract IT jobs advertised in Edinburgh 1.54% 1.22% 0.69%
As % of the Application Platforms category 10.27% 7.28% 3.36%
Number of daily rates quoted 24 19 5
Edinburgh median daily rate £425 £475 £388
Median daily rate % change year-on-year -10.53% +22.58% +10.71%
10th Percentile £336 £274 £313
90th Percentile £493 £540 £445
Scotland median daily rate £415 £454 £362
% change year-on-year -8.54% +25.52% -0.28%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate £37.75 - -

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 448 467 476
As % of all contract IT jobs advertised in Edinburgh 15.04% 16.70% 20.57%
Number of daily rates quoted 228 275 283
Edinburgh median daily rate £400 £388 £370
Median daily rate % change year-on-year +3.23% +4.73% -1.33%
10th Percentile £162 £257 £235
90th Percentile £583 £558 £513
Scotland median daily rate £390 £388 £350
% change year-on-year +0.65% +10.71% -
Number of hourly rates quoted 2 2 1
Edinburgh median hourly rate £23.59 £25.43 £12.00
Median hourly rate % change year-on-year -7.26% +111.92% -62.99%
10th Percentile £14.45 £17.04 £11.00
90th Percentile £32.72 £33.17 £13.00
Scotland median hourly rate £21.00 £20.00 £36.75
% change year-on-year +5.00% -45.58% +47.00%

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 16 October 2018.

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 16 October 2018, 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 33 (71.74%) Java
2 28 (60.87%) Agile Software Development
3 25 (54.35%) Tomcat
4 21 (45.65%) Spring
4 21 (45.65%) SQL
5 19 (41.30%) Linux
6 18 (39.13%) JavaScript
6 18 (39.13%) Oracle
7 17 (36.96%) Red Hat Enterprise Linux
7 17 (36.96%) Ansible
8 16 (34.78%) Jenkins
9 15 (32.61%) Docker
9 15 (32.61%) Puppet
10 14 (30.43%) Kanban
10 14 (30.43%) XML
10 14 (30.43%) Finance
10 14 (30.43%) Hibernate
11 13 (28.26%) Firewall
11 13 (28.26%) HTML
11 13 (28.26%) JBoss
11 13 (28.26%) Artifactory
12 12 (26.09%) AngularJS
12 12 (26.09%) Unix
12 12 (26.09%) Windows
12 12 (26.09%) Solaris
12 12 (26.09%) Scrum
13 11 (23.91%) Maven
13 11 (23.91%) Red Hat
13 11 (23.91%) nginx
13 11 (23.91%) Amazon AWS

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 25 (54.35%) Tomcat
2 13 (28.26%) JBoss
3 11 (23.91%) nginx
4 8 (17.39%) Confluence
5 7 (15.22%) WebSphere
6 5 (10.87%) IIS
7 4 (8.70%) WildFly
8 3 (6.52%) GlassFish
9 1 (2.17%) Apache Spark
9 1 (2.17%) WebLogic
Applications
1 1 (2.17%) 3ds Max
1 1 (2.17%) Adobe Illustrator
1 1 (2.17%) Maya
1 1 (2.17%) Photoshop
Business Applications
1 3 (6.52%) Oracle Cash Management
Cloud Services
1 11 (23.91%) Amazon AWS
2 10 (21.74%) OpenShift
3 9 (19.57%) Microsoft Azure
4 5 (10.87%) Datadog
4 5 (10.87%) IaaS
4 5 (10.87%) PaaS
4 5 (10.87%) SaaS
5 1 (2.17%) Amazon ELB
5 1 (2.17%) Amazon Glacier
5 1 (2.17%) Amazon S3
5 1 (2.17%) Cloud Computing
5 1 (2.17%) GitHub
5 1 (2.17%) Google Cloud Platform
Communications & Networking
1 13 (28.26%) Firewall
2 9 (19.57%) SSL
3 8 (17.39%) DNS
3 8 (17.39%) DSL
4 3 (6.52%) HTTP
5 1 (2.17%) HTTPS
5 1 (2.17%) LAN
5 1 (2.17%) SAN
5 1 (2.17%) WAN
Database & Business Intelligence
1 9 (19.57%) SQL Server
2 8 (17.39%) Oracle Database
2 8 (17.39%) PostgreSQL
3 7 (15.22%) MySQL
4 5 (10.87%) Oracle Database 11g
5 4 (8.70%) MongoDB
5 4 (8.70%) NoSQL
5 4 (8.70%) Relational Database
6 3 (6.52%) Flink
7 1 (2.17%) Big Data
7 1 (2.17%) Data Lake
7 1 (2.17%) Hadoop
7 1 (2.17%) Oracle Database 10g
Development Applications
1 16 (34.78%) Jenkins
2 13 (28.26%) Artifactory
3 11 (23.91%) Maven
4 8 (17.39%) GitLab
4 8 (17.39%) JIRA
5 6 (13.04%) Git (software)
5 6 (13.04%) TeamCity
6 5 (10.87%) Bitbucket
6 5 (10.87%) IBM UrbanCode
6 5 (10.87%) Octopus Deploy
6 5 (10.87%) Sonatype Nexus
7 4 (8.70%) JUnit
7 4 (8.70%) Subversion
8 3 (6.52%) Cucumber
8 3 (6.52%) Selenium
8 3 (6.52%) Zephyr
9 2 (4.35%) Eclipse
10 1 (2.17%) Balsamiq Mockups
10 1 (2.17%) Dreamweaver
10 1 (2.17%) JMeter
General
1 14 (30.43%) Finance
2 6 (13.04%) Banking
3 1 (2.17%) Financial Institution
3 1 (2.17%) Military
3 1 (2.17%) Retail
Job Titles
1 23 (50.00%) Developer
2 10 (21.74%) Java Developer
3 8 (17.39%) Administrator
3 8 (17.39%) Software Developer
4 7 (15.22%) Senior Developer
4 7 (15.22%) Senior Software Developer
4 7 (15.22%) Systems Administrator
5 6 (13.04%) Full Stack Developer
6 5 (10.87%) Linux Administrator
6 5 (10.87%) Linux Systems Administrator
7 4 (8.70%) Platform Engineer
8 3 (6.52%) JIRA Developer
9 2 (4.35%) Architect
9 2 (4.35%) Consultant
9 2 (4.35%) DevOps Engineer
9 2 (4.35%) Java Engineer
9 2 (4.35%) Solaris Administrator
9 2 (4.35%) Solaris Systems Administrator
10 1 (2.17%) Data Architect
10 1 (2.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 21 (45.65%) Spring
2 14 (30.43%) Hibernate
2 14 (30.43%) XML
3 13 (28.26%) HTML
4 12 (26.09%) AngularJS
5 10 (21.74%) CSS
6 9 (19.57%) .NET
7 8 (17.39%) LDAP
7 8 (17.39%) Node.js
8 6 (13.04%) JSP
9 5 (10.87%) Ajax
9 5 (10.87%) HTML5
9 5 (10.87%) Java EE
9 5 (10.87%) jQuery
9 5 (10.87%) JSON
9 5 (10.87%) REST
9 5 (10.87%) Servlets
9 5 (10.87%) SOAP
9 5 (10.87%) Web Services
10 4 (8.70%) JSTL
Miscellaneous
1 6 (13.04%) Enterprise Software
2 4 (8.70%) Computer Science
2 4 (8.70%) Wiki
3 2 (4.35%) Greenfield Project
3 2 (4.35%) Management Information System
4 1 (2.17%) Analytical Skills
4 1 (2.17%) Data Centre
4 1 (2.17%) Graphic Design
4 1 (2.17%) User Experience
Operating Systems
1 19 (41.30%) Linux
2 17 (36.96%) Red Hat Enterprise Linux
3 12 (26.09%) Solaris
3 12 (26.09%) Unix
3 12 (26.09%) Windows
4 6 (13.04%) Ubuntu
5 3 (6.52%) Windows Server
6 1 (2.17%) Windows Server 2012
Processes & Methodologies
1 28 (60.87%) Agile Software Development
2 14 (30.43%) Kanban
3 12 (26.09%) Scrum
4 8 (17.39%) Continuous Delivery
5 7 (15.22%) Continuous Integration
6 6 (13.04%) Analytics
6 6 (13.04%) Configuration Management
6 6 (13.04%) Migration
6 6 (13.04%) Patch Management
6 6 (13.04%) Virtual Environments
7 5 (10.87%) Business Transformation
7 5 (10.87%) Change Control
7 5 (10.87%) Data Modelling
7 5 (10.87%) OO
7 5 (10.87%) Open Source
7 5 (10.87%) Performance Management
7 5 (10.87%) UML
8 4 (8.70%) Software Architecture
8 4 (8.70%) Unit Testing
8 4 (8.70%) Waterfall
Programming Languages
1 33 (71.74%) Java
2 21 (45.65%) SQL
3 18 (39.13%) JavaScript
4 9 (19.57%) Bash Shell
5 5 (10.87%) C#
6 4 (8.70%) Python
7 3 (6.52%) Java 8
8 1 (2.17%) PHP
8 1 (2.17%) PowerShell
8 1 (2.17%) Shell Script
8 1 (2.17%) VB
8 1 (2.17%) VB6
Qualifications
1 3 (6.52%) Degree
2 1 (2.17%) BPSS Clearance
2 1 (2.17%) Computer Science Degree
2 1 (2.17%) Security Cleared
Quality Assurance & Compliance
1 1 (2.17%) QA
1 1 (2.17%) SLA
System Software
1 15 (32.61%) Docker
2 6 (13.04%) VMware Infrastructure
3 4 (8.70%) VMware NSX
4 3 (6.52%) Virtual Machines
5 2 (4.35%) iptables
5 2 (4.35%) OpenAM
6 1 (2.17%) Hyper-V
6 1 (2.17%) NFS
Systems Management
1 17 (36.96%) Ansible
2 15 (32.61%) Puppet
3 10 (21.74%) Kubernetes
4 9 (19.57%) Red Hat Satellite
5 8 (17.39%) Oracle ZFS
6 6 (13.04%) Prometheus
6 6 (13.04%) Xymon
7 5 (10.87%) Nagios
8 3 (6.52%) Opscode Chef
9 2 (4.35%) Cobbler
9 2 (4.35%) HAProxy
9 2 (4.35%) NetBackup
9 2 (4.35%) Oracle Enterprise Manager
9 2 (4.35%) Terraform
10 1 (2.17%) Data Guard
10 1 (2.17%) Oracle RMAN
10 1 (2.17%) Single Sign-On
Vendors
1 18 (39.13%) Oracle
2 11 (23.91%) Red Hat
3 8 (17.39%) VMware
4 6 (13.04%) Splunk
5 5 (10.87%) AppDynamics
5 5 (10.87%) Google
5 5 (10.87%) New Relic
6 4 (8.70%) Atlassian
6 4 (8.70%) IBM
6 4 (8.70%) Microsoft
7 3 (6.52%) Micro Focus
7 3 (6.52%) NetApp
8 2 (4.35%) ForgeRock
8 2 (4.35%) Nimble Storage
8 2 (4.35%) Open-E
8 2 (4.35%) Software AG
8 2 (4.35%) Synology
8 2 (4.35%) Twitter
8 2 (4.35%) Veritas
8 2 (4.35%) webMethods