Period
to 17 July 2018

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

JetBrains TeamCity
UK > Scotland
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 159 151 188
Rank change year-on-year -8 +37 +7
Contract jobs citing TeamCity 52 16 24
As % of all contract IT jobs advertised in Scotland 0.93% 0.38% 0.43%
As % of the Development Applications category 5.10% 2.52% 3.17%
Number of daily rates quoted 23 6 8
Scotland median daily rate £400 £310 £350
Median daily rate % change year-on-year +29.03% -11.43% -9.68%
10th Percentile £357 £239 £317
90th Percentile £568 £370 £394
UK median daily rate £500 £470 £450
% change year-on-year +6.38% +4.44% -
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £45.75 £47.50 -
% change year-on-year -3.68% - -

TeamCity is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for development application skills.

All Development Application Skills
Scotland
Contract vacancies with a requirement for development application skills 1,019 634 757
As % of all contract IT jobs advertised in Scotland 18.26% 15.22% 13.65%
Number of daily rates quoted 608 411 422
Scotland median daily rate £400 £388 £350
Median daily rate % change year-on-year +3.23% +10.71% -6.67%
10th Percentile £285 £275 £255
90th Percentile £550 £525 £475
UK median daily rate £468 £438 £425
% change year-on-year +6.86% +2.94% +6.25%
Number of hourly rates quoted 5 12 5
Scotland median hourly rate £35.00 £44.20 £14.00
Median hourly rate % change year-on-year -20.81% +215.68% -55.56%
10th Percentile £32.75 £37.88 £11.25
90th Percentile £46.00 £195.00 £43.25
UK median hourly rate £42.50 £42.50 £42.50

TeamCity
Job Vacancy Trend in Scotland

Job postings citing TeamCity as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for TeamCity in Scotland

TeamCity
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for TeamCity in Scotland

TeamCity
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing TeamCity in Scotland over the 6 months to 17 July 2018.

Contractor daily rate histogram for TeamCity in Scotland

TeamCity
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TeamCity within the Scotland region over the 6 months to 17 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +15 40 £470 +89.90% 4
Glasgow -27 11 £370 +19.35% 5
West Lothian - 1 £475 - 1
TeamCity
UK

For the 6 months to 17 July 2018, IT contractor jobs citing TeamCity 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 Scotland region with a requirement for TeamCity.

1 30 (57.69%) Git (software)
2 28 (53.85%) Agile Software Development
3 26 (50.00%) DevOps
4 25 (48.08%) Ansible
5 23 (44.23%) Continuous Integration
6 20 (38.46%) Linux
6 20 (38.46%) Artifactory
7 19 (36.54%) Banking
8 18 (34.62%) Finance
8 18 (34.62%) Jenkins
8 18 (34.62%) Continuous Delivery
9 16 (30.77%) Java
10 15 (28.85%) Docker
10 15 (28.85%) Test Automation
10 15 (28.85%) Amazon AWS
11 14 (26.92%) Maven
11 14 (26.92%) JIRA
12 13 (25.00%) JavaScript
13 11 (21.15%) SQL
13 11 (21.15%) .NET
13 11 (21.15%) Web Services
13 11 (21.15%) Subversion
13 11 (21.15%) Puppet
13 11 (21.15%) Sonatype Nexus
14 10 (19.23%) Red Hat Enterprise Linux
14 10 (19.23%) Kanban
14 10 (19.23%) Bitbucket
14 10 (19.23%) Microservices
14 10 (19.23%) Scrum
14 10 (19.23%) Unix

TeamCity
Co-occurring IT Skills in Scotland 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 (15.38%) Confluence
2 4 (7.69%) Apache
2 4 (7.69%) IIS
3 3 (5.77%) nginx
4 2 (3.85%) Cloud Foundry
4 2 (3.85%) WebSphere
5 1 (1.92%) Apache Solr
5 1 (1.92%) Jetty
5 1 (1.92%) Liferay
5 1 (1.92%) Oracle SOA Suite
5 1 (1.92%) Tomcat
Applications
1 3 (5.77%) Microsoft PowerPoint
1 3 (5.77%) MS Visio
2 1 (1.92%) 3ds Max
2 1 (1.92%) Adobe Illustrator
2 1 (1.92%) Maya
2 1 (1.92%) Photoshop
Business Applications
1 2 (3.85%) Markit EDM
Cloud Services
1 15 (28.85%) Amazon AWS
2 7 (13.46%) Microsoft Azure
3 6 (11.54%) PaaS
4 5 (9.62%) IaaS
5 3 (5.77%) AWS CloudFormation
5 3 (5.77%) npm
6 2 (3.85%) Datadog
6 2 (3.85%) Dynamics 365
6 2 (3.85%) Google Cloud Platform
6 2 (3.85%) IBM Cloud
6 2 (3.85%) OpenShift
6 2 (3.85%) Yarn
7 1 (1.92%) GitHub
Communications & Networking
1 10 (19.23%) Firewall
2 1 (1.92%) HTTPS
2 1 (1.92%) Internet
2 1 (1.92%) SAN
2 1 (1.92%) SSL
Database & Business Intelligence
1 8 (15.38%) MongoDB
2 4 (7.69%) SQL Server
3 3 (5.77%) MySQL
4 2 (3.85%) Oracle Database
4 2 (3.85%) SQL Server 2014
5 1 (1.92%) NoSQL
5 1 (1.92%) PostgreSQL
Development Applications
1 30 (57.69%) Git (software)
2 20 (38.46%) Artifactory
3 18 (34.62%) Jenkins
4 14 (26.92%) JIRA
4 14 (26.92%) Maven
5 11 (21.15%) Sonatype Nexus
5 11 (21.15%) Subversion
6 10 (19.23%) Bitbucket
7 9 (17.31%) GoCD
8 6 (11.54%) IBM UrbanCode
9 5 (9.62%) Ant
9 5 (9.62%) Atlassian Bamboo
9 5 (9.62%) GitLab
9 5 (9.62%) Octopus Deploy
9 5 (9.62%) Vagrant
10 4 (7.69%) Selenium
10 4 (7.69%) SoapUI
11 3 (5.77%) CF BOSH
11 3 (5.77%) JUnit
12 2 (3.85%) Visual Studio
General
1 19 (36.54%) Banking
2 18 (34.62%) Finance
3 2 (3.85%) Front Office
3 2 (3.85%) Retail
4 1 (1.92%) Corporate Banking
4 1 (1.92%) Financial Institution
Job Titles
1 17 (32.69%) DevOps Engineer
2 13 (25.00%) Developer
3 7 (13.46%) Java Developer
4 4 (7.69%) AWS Consultant
4 4 (7.69%) Consultant
5 3 (5.77%) Analyst
5 3 (5.77%) AWS DevOps
5 3 (5.77%) Azure DevOps
5 3 (5.77%) Front End Developer (Client-Side Developer)
5 3 (5.77%) Full Stack Developer
5 3 (5.77%) Platform Engineer
5 3 (5.77%) UI Developer
6 2 (3.85%) Architect
6 2 (3.85%) Azure DevOps Engineer
6 2 (3.85%) Azure Engineer
6 2 (3.85%) Business Analyst
6 2 (3.85%) Cloud Engineer
6 2 (3.85%) Designer
6 2 (3.85%) Senior Designer
6 2 (3.85%) Technical Leader
Libraries, Frameworks & Software Standards
1 11 (21.15%) .NET
1 11 (21.15%) Web Services
2 10 (19.23%) SOAP
3 9 (17.31%) HTML
3 9 (17.31%) Spring
4 8 (15.38%) Elastic Stack
5 7 (13.46%) HTML5
6 6 (11.54%) AngularJS
6 6 (11.54%) RabbitMQ
6 6 (11.54%) REST
7 5 (9.62%) Hibernate
7 5 (9.62%) React
8 4 (7.69%) CSS
8 4 (7.69%) DHTML
8 4 (7.69%) J2EE
8 4 (7.69%) JDBC
8 4 (7.69%) jQuery
8 4 (7.69%) XML
9 3 (5.77%) CSS3
10 2 (3.85%) Apache MINA
Miscellaneous
1 4 (7.69%) Enterprise Software
1 4 (7.69%) User Experience
2 2 (3.85%) Analytical Skills
2 2 (3.85%) Data Structures
2 2 (3.85%) Equities
2 2 (3.85%) Fixed Income
2 2 (3.85%) Mainframe
3 1 (1.92%) Computer Science
3 1 (1.92%) Credit Risk
3 1 (1.92%) Graphic Design
3 1 (1.92%) Public Cloud
Operating Systems
1 20 (38.46%) Linux
2 10 (19.23%) Red Hat Enterprise Linux
2 10 (19.23%) Unix
3 7 (13.46%) Windows
4 3 (5.77%) Windows Server
5 2 (3.85%) Ubuntu
6 1 (1.92%) Android
6 1 (1.92%) Apple iOS
6 1 (1.92%) Windows Server 2012
Processes & Methodologies
1 28 (53.85%) Agile Software Development
2 26 (50.00%) DevOps
3 23 (44.23%) Continuous Integration
4 18 (34.62%) Continuous Delivery
5 15 (28.85%) Test Automation
6 10 (19.23%) Kanban
6 10 (19.23%) Microservices
6 10 (19.23%) Scrum
7 9 (17.31%) Migration
7 9 (17.31%) TDD
8 8 (15.38%) Load Balancing
9 7 (13.46%) Unit Testing
10 5 (9.62%) Change Control
10 5 (9.62%) Waterfall
11 4 (7.69%) BDD
11 4 (7.69%) Configuration Management
11 4 (7.69%) Identity Access Management
11 4 (7.69%) MVC
12 3 (5.77%) SDLC
12 3 (5.77%) Smoke Testing
Programming Languages
1 16 (30.77%) Java
2 13 (25.00%) JavaScript
3 11 (21.15%) SQL
4 10 (19.23%) C#
4 10 (19.23%) Python
5 5 (9.62%) Java 8
6 3 (5.77%) Perl
6 3 (5.77%) PHP
6 3 (5.77%) T-SQL
7 2 (3.85%) ES6
7 2 (3.85%) PL/SQL
7 2 (3.85%) PowerShell
7 2 (3.85%) TypeScript
8 1 (1.92%) C++
8 1 (1.92%) Groovy
8 1 (1.92%) Ruby
8 1 (1.92%) Shell Script
8 1 (1.92%) VB
8 1 (1.92%) VB6
Qualifications
1 1 (1.92%) AWS Certification
1 1 (1.92%) Computer Science Degree
1 1 (1.92%) Degree
1 1 (1.92%) MBA
Quality Assurance & Compliance
1 4 (7.69%) QA
2 1 (1.92%) GCP
System Software
1 15 (28.85%) Docker
2 2 (3.85%) iptables
2 2 (3.85%) VMware Infrastructure
3 1 (1.92%) NFS
3 1 (1.92%) Virtual Machines
Systems Management
1 25 (48.08%) Ansible
2 11 (21.15%) Puppet
3 8 (15.38%) HAProxy
4 6 (11.54%) Graphite
4 6 (11.54%) Icinga
4 6 (11.54%) Opscode Chef
4 6 (11.54%) Terraform
5 5 (9.62%) Packer
6 4 (7.69%) Kubernetes
7 3 (5.77%) Salt
8 2 (3.85%) HP Quality Center
8 2 (3.85%) Nagios
9 1 (1.92%) Mesos
9 1 (1.92%) PingFederate
9 1 (1.92%) Single Sign-On
9 1 (1.92%) WMI
Vendors
1 10 (19.23%) Microsoft
2 7 (13.46%) Oracle
2 7 (13.46%) VMware
3 3 (5.77%) Red Hat
3 3 (5.77%) Splunk
4 2 (3.85%) AppDynamics
4 2 (3.85%) Atlassian
4 2 (3.85%) IBM
4 2 (3.85%) New Relic
5 1 (1.92%) Adobe
5 1 (1.92%) Alterian
5 1 (1.92%) Google
5 1 (1.92%) Ping Identity
5 1 (1.92%) Rackspace
5 1 (1.92%) Xamarin