Period
to 18 October 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 18 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.

JetBrains TeamCity
UK > Scotland
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 129 150 183
Rank change year-on-year +21 +33 +2
Contract jobs citing TeamCity 69 31 18
As % of all contract IT jobs advertised in Scotland 1.29% 0.64% 0.37%
As % of the Development Applications category 6.50% 3.76% 2.28%
Number of daily rates quoted 27 12 9
Scotland median daily rate £388 £325 £350
Median daily rate % change year-on-year +19.38% -7.14% +6.63%
10th Percentile £339 £265 £318
90th Percentile £530 £504 £388
UK median daily rate £500 £500 £450
% change year-on-year - +11.11% +2.86%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £50.00 £50.00 -

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 1,062 824 791
As % of all contract IT jobs advertised in Scotland 19.84% 17.00% 16.24%
Number of daily rates quoted 599 510 473
Scotland median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £284 £275 £257
90th Percentile £570 £538 £475
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 8 12 10
Scotland median hourly rate £39.00 £43.39 £43.00
Median hourly rate % change year-on-year -10.12% +0.91% +6.49%
10th Percentile £28.48 £37.73 £14.00
90th Percentile £44.27 £195.00 £48.54
UK median hourly rate £42.50 £42.50 £41.00
% change year-on-year - +3.66% +5.13%

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 18 October 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 18 October 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 +12 39 £400 +8.84% 6
Glasgow -1 27 £369 +16.14% 7
West Lothian - 1 £475 -
TeamCity
UK

For the 6 months to 18 October 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 41 (59.42%) Jenkins
2 40 (57.97%) Git (software)
3 36 (52.17%) Java
3 36 (52.17%) Agile Software Development
4 29 (42.03%) Continuous Integration
5 28 (40.58%) Banking
6 27 (39.13%) Linux
6 27 (39.13%) Test Automation
6 27 (39.13%) Ansible
7 25 (36.23%) Finance
8 24 (34.78%) JUnit
8 24 (34.78%) DevOps
8 24 (34.78%) Amazon AWS
9 23 (33.33%) C#
10 22 (31.88%) Python
10 22 (31.88%) Artifactory
11 21 (30.43%) SQL
11 21 (30.43%) Maven
12 20 (28.99%) JIRA
12 20 (28.99%) Continuous Delivery
13 19 (27.54%) JMeter
14 18 (26.09%) Confluence
15 17 (24.64%) Docker
15 17 (24.64%) Microsoft
16 16 (23.19%) .NET
16 16 (23.19%) Cucumber
16 16 (23.19%) Sonatype Nexus
17 15 (21.74%) Puppet
17 15 (21.74%) Red Hat Enterprise Linux
17 15 (21.74%) JavaScript

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 18 (26.09%) Confluence
2 8 (11.59%) IIS
3 6 (8.70%) Apache
3 6 (8.70%) WebSphere
4 3 (4.35%) nginx
5 2 (2.90%) Tomcat
6 1 (1.45%) Cloud Foundry
6 1 (1.45%) Elasticsearch
6 1 (1.45%) Liferay
Applications
1 7 (10.14%) Microsoft PowerPoint
1 7 (10.14%) MS Visio
2 1 (1.45%) 3ds Max
2 1 (1.45%) Adobe Illustrator
2 1 (1.45%) Maya
2 1 (1.45%) Photoshop
Business Applications
1 3 (4.35%) Oracle Cash Management
2 2 (2.90%) Markit EDM
Cloud Services
1 24 (34.78%) Amazon AWS
2 12 (17.39%) Microsoft Azure
3 8 (11.59%) PaaS
4 7 (10.14%) IaaS
5 6 (8.70%) Datadog
5 6 (8.70%) OpenShift
6 5 (7.25%) npm
7 4 (5.80%) SaaS
7 4 (5.80%) Yarn
8 2 (2.90%) Google Cloud Platform
8 2 (2.90%) IBM Cloud
9 1 (1.45%) GitHub
Communications & Networking
1 9 (13.04%) Firewall
2 2 (2.90%) Network Security
3 1 (1.45%) HTTPS
3 1 (1.45%) SAN
3 1 (1.45%) SSL
Database & Business Intelligence
1 7 (10.14%) MongoDB
2 5 (7.25%) SQL Server
3 4 (5.80%) SQL Server 2014
4 3 (4.35%) MySQL
5 2 (2.90%) Oracle Database
6 1 (1.45%) NoSQL
6 1 (1.45%) PostgreSQL
6 1 (1.45%) Relational Database
Development Applications
1 41 (59.42%) Jenkins
2 40 (57.97%) Git (software)
3 24 (34.78%) JUnit
4 22 (31.88%) Artifactory
5 21 (30.43%) Maven
6 20 (28.99%) JIRA
7 19 (27.54%) JMeter
8 16 (23.19%) Cucumber
8 16 (23.19%) Sonatype Nexus
9 12 (17.39%) Bitbucket
9 12 (17.39%) Subversion
10 11 (15.94%) Ant
10 11 (15.94%) IBM UrbanCode
10 11 (15.94%) JBehave
10 11 (15.94%) Octopus Deploy
10 11 (15.94%) SpecFlow
11 10 (14.49%) GoCD
11 10 (14.49%) Selenium
12 9 (13.04%) Calabash
12 9 (13.04%) SoapUI
General
1 28 (40.58%) Banking
2 25 (36.23%) Finance
3 4 (5.80%) Front Office
4 2 (2.90%) Law
5 1 (1.45%) Financial Institution
5 1 (1.45%) Investment Banking
Job Titles
1 23 (33.33%) Developer
2 17 (24.64%) DevOps Engineer
3 14 (20.29%) Java Developer
4 6 (8.70%) Platform Engineer
5 5 (7.25%) Cloud Engineer
5 5 (7.25%) Test Engineer
5 5 (7.25%) Tester
6 4 (5.80%) Analyst
6 4 (5.80%) Front End Developer (Client-Side Developer)
6 4 (5.80%) Full Stack Developer
6 4 (5.80%) Test Analyst
7 3 (4.35%) Automation Test Analyst
7 3 (4.35%) Azure DevOps
7 3 (4.35%) Operations Engineer
7 3 (4.35%) Performance Tester
8 2 (2.90%) Infrastructure Specialist
8 2 (2.90%) QA Engineer
8 2 (2.90%) Software Development Engineer
8 2 (2.90%) Software Test Engineer
8 2 (2.90%) Test Development Engineer
Libraries, Frameworks & Software Standards
1 16 (23.19%) .NET
2 13 (18.84%) HTML
2 13 (18.84%) Web Services
3 12 (17.39%) SOAP
4 11 (15.94%) REST
5 10 (14.49%) Elastic Stack
6 9 (13.04%) HTML5
6 9 (13.04%) J2EE
7 8 (11.59%) Spring
8 7 (10.14%) Hibernate
9 6 (8.70%) CSS
9 6 (8.70%) RabbitMQ
10 5 (7.25%) DHTML
10 5 (7.25%) XML
11 4 (5.80%) ActiveMQ
11 4 (5.80%) CSS3
11 4 (5.80%) jQuery
11 4 (5.80%) Kafka
11 4 (5.80%) Spring Integration
11 4 (5.80%) WPF
Miscellaneous
1 8 (11.59%) Enterprise Software
2 5 (7.25%) User Experience
3 4 (5.80%) Data Structures
3 4 (5.80%) Equities
4 3 (4.35%) Cloud Native
4 3 (4.35%) Public Cloud
5 2 (2.90%) Fixed Income
6 1 (1.45%) Analytical Skills
6 1 (1.45%) Computer Science
6 1 (1.45%) Credit Risk
6 1 (1.45%) Data Centre
6 1 (1.45%) Graphic Design
Operating Systems
1 27 (39.13%) Linux
2 15 (21.74%) Red Hat Enterprise Linux
3 14 (20.29%) Unix
4 10 (14.49%) Windows
5 8 (11.59%) Windows Server
6 6 (8.70%) Ubuntu
7 1 (1.45%) Android
7 1 (1.45%) Apple iOS
7 1 (1.45%) CentOS
7 1 (1.45%) Windows Server 2012
Processes & Methodologies
1 36 (52.17%) Agile Software Development
2 29 (42.03%) Continuous Integration
3 27 (39.13%) Test Automation
4 24 (34.78%) DevOps
5 20 (28.99%) Continuous Delivery
6 10 (14.49%) Kanban
6 10 (14.49%) Microservices
6 10 (14.49%) Performance Testing
6 10 (14.49%) TDD
7 9 (13.04%) Functional Testing
7 9 (13.04%) Non-Functional Testing
7 9 (13.04%) Unit Testing
8 8 (11.59%) Load Balancing
8 8 (11.59%) Scrum
9 7 (10.14%) Analytics
9 7 (10.14%) Change Control
9 7 (10.14%) User Stories
9 7 (10.14%) Waterfall
10 5 (7.25%) Data Integration
10 5 (7.25%) Web Application Development
Programming Languages
1 36 (52.17%) Java
2 23 (33.33%) C#
3 22 (31.88%) Python
4 21 (30.43%) SQL
5 15 (21.74%) JavaScript
6 12 (17.39%) Ruby
7 9 (13.04%) Groovy
8 7 (10.14%) Java 8
9 6 (8.70%) TypeScript
10 5 (7.25%) Perl
11 4 (5.80%) ES6
12 3 (4.35%) Scala
13 2 (2.90%) PL/SQL
13 2 (2.90%) PowerShell
14 1 (1.45%) C++
14 1 (1.45%) PHP
14 1 (1.45%) Shell Script
14 1 (1.45%) T-SQL
14 1 (1.45%) VB
14 1 (1.45%) VB6
Qualifications
1 1 (1.45%) BPSS Clearance
1 1 (1.45%) Computer Science Degree
1 1 (1.45%) Degree
1 1 (1.45%) SC Cleared
1 1 (1.45%) Security Cleared
Quality Assurance & Compliance
1 4 (5.80%) Disclosure Scotland
1 4 (5.80%) QA
2 2 (2.90%) PMO
System Software
1 17 (24.64%) Docker
2 3 (4.35%) VMware Infrastructure
3 2 (2.90%) iptables
4 1 (1.45%) NFS
4 1 (1.45%) Virtual Machines
Systems Management
1 27 (39.13%) Ansible
2 15 (21.74%) Puppet
3 9 (13.04%) Opscode Chef
4 8 (11.59%) HAProxy
4 8 (11.59%) Kubernetes
5 7 (10.14%) Nagios
6 6 (8.70%) Graphite
6 6 (8.70%) Icinga
7 5 (7.25%) Packer
7 5 (7.25%) Terraform
8 2 (2.90%) Salt
9 1 (1.45%) Mesos
9 1 (1.45%) Scalr
9 1 (1.45%) Single Sign-On
Vendors
1 17 (24.64%) Microsoft
2 8 (11.59%) Oracle
2 8 (11.59%) Splunk
2 8 (11.59%) VMware
3 7 (10.14%) AppDynamics
3 7 (10.14%) New Relic
4 5 (7.25%) IBM
5 4 (5.80%) Atlassian
5 4 (5.80%) Google
5 4 (5.80%) Micro Focus
5 4 (5.80%) Red Hat
6 3 (4.35%) CA
7 2 (2.90%) CA Agile Central
7 2 (2.90%) Twitter
8 1 (1.45%) Adobe
8 1 (1.45%) Alterian
8 1 (1.45%) Dynatrace
8 1 (1.45%) Rackspace
8 1 (1.45%) Xamarin