Period
to 17 November 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Continuous Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Continuous Integration over the 6 months to 17 November 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.

Continuous Integration
Scotland > Edinburgh
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 27 29 26
Rank change year-on-year +2 -3 +35
Contract jobs citing Continuous Integration 159 148 129
As % of all contract IT jobs advertised in Edinburgh 5.52% 5.08% 5.94%
As % of the Processes & Methodologies category 6.21% 5.95% 6.97%
Number of daily rates quoted 81 93 91
Edinburgh median daily rate £425 £425 £350
Median daily rate % change year-on-year - +21.43% -6.67%
10th Percentile £355 £273 £285
90th Percentile £600 £600 £500
Scotland median daily rate £425 £413 £360
% change year-on-year +3.03% +14.58% -4.00%
Number of hourly rates quoted 1 0 0
Edinburgh median hourly rate £35.00 - -
Scotland median hourly rate £35.00 - -

Continuous Integration is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2,561 2,487 1,851
As % of all contract IT jobs advertised in Edinburgh 88.86% 85.29% 85.22%
Number of daily rates quoted 1,307 1,446 1,054
Edinburgh median daily rate £425 £400 £388
Median daily rate % change year-on-year +6.25% +3.23% -
10th Percentile £269 £263 £258
90th Percentile £575 £550 £525
Scotland median daily rate £400 £390 £356
% change year-on-year +2.56% +9.55% -5.07%
Number of hourly rates quoted 28 18 29
Edinburgh median hourly rate £17.50 £21.00 £20.00
Median hourly rate % change year-on-year -16.67% +5.00% +12.61%
10th Percentile £10.93 £11.22 £11.40
90th Percentile £43.75 £37.52 £48.38
Scotland median hourly rate £25.00 £24.00 £21.00
% change year-on-year +4.17% +14.29% -

Continuous Integration
Job Vacancy Trend in Edinburgh

Job postings citing Continuous Integration as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Continuous Integration in Edinburgh

Continuous Integration
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Continuous Integration in Edinburgh

Continuous Integration
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Continuous Integration in Edinburgh over the 6 months to 17 November 2018.

Contractor daily rate histogram for Continuous Integration in Edinburgh

For the 6 months to 17 November 2018, IT contractor jobs citing Continuous Integration 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 Continuous Integration.

1 95 (59.75%) Agile Software Development
2 76 (47.80%) Java
3 60 (37.74%) TDD
4 56 (35.22%) JavaScript
5 53 (33.33%) Test Automation
6 51 (32.08%) Jenkins
7 49 (30.82%) Git (software)
8 43 (27.04%) Microservices
9 42 (26.42%) Amazon AWS
9 42 (26.42%) Linux
9 42 (26.42%) Finance
10 41 (25.79%) .NET
11 40 (25.16%) HTML
11 40 (25.16%) CSS
11 40 (25.16%) Scrum
11 40 (25.16%) DevOps
12 37 (23.27%) Python
13 35 (22.01%) Spring
13 35 (22.01%) Continuous Delivery
14 31 (19.50%) Docker
15 30 (18.87%) React
16 29 (18.24%) Ansible
16 29 (18.24%) C#
17 28 (17.61%) SQL
17 28 (17.61%) SQL Server
18 27 (16.98%) RESTful
19 26 (16.35%) HTML5
19 26 (16.35%) Banking
19 26 (16.35%) Kubernetes
20 25 (15.72%) Unix

Continuous Integration
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 11 (6.92%) SharePoint
1 11 (6.92%) SharePoint 2013
2 10 (6.29%) JBoss
3 9 (5.66%) Apache
4 7 (4.40%) IIS
5 5 (3.14%) Cloud Foundry
6 2 (1.26%) Elasticsearch
6 2 (1.26%) nginx
6 2 (1.26%) NServiceBus
7 1 (0.63%) Apache Spark
7 1 (0.63%) ColdFusion
7 1 (0.63%) Confluence
Business Applications
1 3 (1.89%) Oracle Cash Management
2 2 (1.26%) Markit EDM
3 1 (0.63%) Payment Gateway
Cloud Services
1 42 (26.42%) Amazon AWS
2 19 (11.95%) SaaS
3 18 (11.32%) Microsoft Azure
4 13 (8.18%) OpenShift
5 12 (7.55%) Office 365
6 11 (6.92%) npm
7 10 (6.29%) Yarn
8 7 (4.40%) AWS CloudFormation
8 7 (4.40%) Cloud Computing
8 7 (4.40%) Datadog
8 7 (4.40%) PaaS
9 6 (3.77%) GitHub
9 6 (3.77%) IaaS
10 4 (2.52%) Google Cloud Platform
10 4 (2.52%) Tricentis Tosca
11 3 (1.89%) AWS Lambda
11 3 (1.89%) Serverless
12 1 (0.63%) IBM Cloud
Communications & Networking
1 5 (3.14%) Firewall
2 1 (0.63%) HTTP
2 1 (0.63%) Intrusion Detection
2 1 (0.63%) SAN
Database & Business Intelligence
1 28 (17.61%) SQL Server
2 17 (10.69%) Relational Database
3 13 (8.18%) RDBMS
4 12 (7.55%) NoSQL
5 9 (5.66%) PostgreSQL
6 6 (3.77%) MongoDB
7 4 (2.52%) Amazon DynamoDB
7 4 (2.52%) Apache Cassandra
7 4 (2.52%) Big Data
7 4 (2.52%) Couchbase
7 4 (2.52%) MySQL
7 4 (2.52%) Redis
7 4 (2.52%) SQL Server 2014
8 3 (1.89%) Oracle Database
9 1 (0.63%) Amazon Athena
9 1 (0.63%) Apache Hive
9 1 (0.63%) Hadoop
Development Applications
1 51 (32.08%) Jenkins
2 49 (30.82%) Git (software)
3 24 (15.09%) Maven
4 22 (13.84%) Cucumber
5 19 (11.95%) Team Foundation Server
5 19 (11.95%) Visual Studio
6 16 (10.06%) JUnit
7 15 (9.43%) Bitbucket
7 15 (9.43%) TeamCity
8 13 (8.18%) Artifactory
9 12 (7.55%) Selenium
10 11 (6.92%) JIRA
10 11 (6.92%) NUnit
10 11 (6.92%) Sonatype Nexus
10 11 (6.92%) Subversion
11 10 (6.29%) Eclipse
12 9 (5.66%) Atlassian Bamboo
12 9 (5.66%) Hudson
13 8 (5.03%) Protractor
13 8 (5.03%) webpack
General
1 42 (26.42%) Finance
2 26 (16.35%) Banking
3 4 (2.52%) Front Office
3 4 (2.52%) Games
3 4 (2.52%) Law
4 3 (1.89%) Investment Banking
4 3 (1.89%) Marketing
5 2 (1.26%) Electronics
5 2 (1.26%) Manufacturing
5 2 (1.26%) Telecoms
Job Titles
1 72 (45.28%) Developer
2 25 (15.72%) Java Developer
3 20 (12.58%) Architect
3 20 (12.58%) Senior Developer
4 19 (11.95%) DevOps Engineer
5 17 (10.69%) Technical Architect
6 10 (6.29%) SharePoint Developer
7 9 (5.66%) AWS DevOps
8 8 (5.03%) AWS Engineer
8 8 (5.03%) JavaScript Developer
8 8 (5.03%) React Developer
9 7 (4.40%) AWS DevOps Engineer
9 7 (4.40%) Cloud Engineer
9 7 (4.40%) Consultant
9 7 (4.40%) Front End Developer (Client-Side Developer)
9 7 (4.40%) Senior Java Developer
10 6 (3.77%) .NET Developer
10 6 (3.77%) Data Engineer
10 6 (3.77%) Full Stack Developer
10 6 (3.77%) Tester
Libraries, Frameworks & Software Standards
1 41 (25.79%) .NET
2 40 (25.16%) CSS
2 40 (25.16%) HTML
3 35 (22.01%) Spring
4 30 (18.87%) React
5 27 (16.98%) RESTful
6 26 (16.35%) HTML5
7 22 (13.84%) ASP.NET
8 21 (13.21%) jQuery
9 19 (11.95%) AngularJS
9 19 (11.95%) XML
10 14 (8.81%) .NET Framework
10 14 (8.81%) Web Services
11 13 (8.18%) CSS3
12 12 (7.55%) ASP.NET MVC
12 12 (7.55%) KnockoutJS
12 12 (7.55%) Redux
13 11 (6.92%) Apache Camel
14 10 (6.29%) Node.js
14 10 (6.29%) Spring Boot
Miscellaneous
1 11 (6.92%) User Experience
2 9 (5.66%) Public Cloud
3 8 (5.03%) Cloud Native
4 4 (2.52%) Data Structures
4 4 (2.52%) Equities
5 3 (1.89%) DataPower
6 2 (1.26%) Enterprise Software
7 1 (0.63%) Analytical Skills
7 1 (0.63%) Cyberattack
7 1 (0.63%) PKI
7 1 (0.63%) VxBlock/Vblock
Operating Systems
1 42 (26.42%) Linux
2 25 (15.72%) Unix
3 19 (11.95%) Red Hat Enterprise Linux
4 17 (10.69%) Windows
5 8 (5.03%) Windows Server
6 7 (4.40%) Ubuntu
7 3 (1.89%) CentOS
8 2 (1.26%) Kali Linux
9 1 (0.63%) Windows Server 2012
Processes & Methodologies
1 95 (59.75%) Agile Software Development
2 60 (37.74%) TDD
3 53 (33.33%) Test Automation
4 43 (27.04%) Microservices
5 40 (25.16%) DevOps
5 40 (25.16%) Scrum
6 35 (22.01%) Continuous Delivery
7 24 (15.09%) MVC
8 18 (11.32%) BDD
9 16 (10.06%) SDLC
10 15 (9.43%) Analytics
10 15 (9.43%) Kanban
10 15 (9.43%) Software Architecture
10 15 (9.43%) Waterfall
11 14 (8.81%) OO
12 13 (8.18%) Front End Development
12 13 (8.18%) Unit Testing
13 11 (6.92%) Integration Testing
13 11 (6.92%) Mentoring
14 10 (6.29%) Software Engineering
Programming Languages
1 76 (47.80%) Java
2 56 (35.22%) JavaScript
3 37 (23.27%) Python
4 29 (18.24%) C#
5 28 (17.61%) SQL
6 16 (10.06%) PowerShell
7 15 (9.43%) TypeScript
8 11 (6.92%) Bash Shell
8 11 (6.92%) Java 8
8 11 (6.92%) Ruby
9 10 (6.29%) ES6
10 7 (4.40%) Perl
11 6 (3.77%) Scala
12 5 (3.14%) XAML
13 4 (2.52%) Go
14 3 (1.89%) VB.NET
15 2 (1.26%) C++
15 2 (1.26%) MATLAB
15 2 (1.26%) PL/SQL
15 2 (1.26%) R
Qualifications
1 9 (5.66%) Security Cleared
2 8 (5.03%) SC Cleared
3 2 (1.26%) AWS Certification
4 1 (0.63%) BC Cleared
4 1 (0.63%) BPSS Clearance
Quality Assurance & Compliance
1 8 (5.03%) QA
2 5 (3.14%) Disclosure Scotland
System Software
1 31 (19.50%) Docker
2 3 (1.89%) VMware Infrastructure
3 2 (1.26%) iptables
4 1 (0.63%) NFS
Systems Management
1 29 (18.24%) Ansible
2 26 (16.35%) Kubernetes
3 21 (13.21%) Puppet
4 12 (7.55%) Opscode Chef
5 7 (4.40%) Nagios
6 6 (3.77%) Terraform
7 5 (3.14%) Kibana
8 4 (2.52%) OpenView
8 4 (2.52%) SCOM
8 4 (2.52%) SELinux
8 4 (2.52%) ZABBIX
9 2 (1.26%) HAProxy
9 2 (1.26%) logstash
9 2 (1.26%) Nessus
9 2 (1.26%) Single Sign-On
10 1 (0.63%) CA Service Virtualization
10 1 (0.63%) Salt
Vendors
1 24 (15.09%) Microsoft
2 15 (9.43%) Oracle
3 8 (5.03%) Google
3 8 (5.03%) IBM
3 8 (5.03%) Red Hat
4 7 (4.40%) Splunk
4 7 (4.40%) VMware
5 6 (3.77%) AppDynamics
5 6 (3.77%) New Relic
6 4 (2.52%) HP
6 4 (2.52%) Micro Focus
7 3 (1.89%) Atlassian
8 2 (1.26%) Qualys
8 2 (1.26%) SAP
9 1 (0.63%) CA
9 1 (0.63%) Charles River