Period
to 15 August 2018

The following table provides summary statistics for contract job vacancies 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 15 August 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
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 253 276 365
Rank change year-on-year +23 +89 +85
Contract jobs citing TeamCity 1,114 908 718
As % of all contract IT jobs advertised in the UK 1.09% 0.95% 0.66%
As % of the Development Applications category 5.33% 5.28% 4.21%
Number of daily rates quoted 811 677 505
UK median daily rate £500 £473 £450
Median daily rate % change year-on-year +5.82% +5.00% -
10th Percentile £355 £340 £325
90th Percentile £638 £613 £629
UK excluding London median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 4 3 0
UK median hourly rate £50.00 £50.00 -
UK excluding London 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 with a requirement for development application skills.

All Development Application Skills
UK
Contract vacancies with a requirement for development application skills 20,920 17,183 17,055
As % of all contract IT jobs advertised in the UK 20.44% 17.97% 15.63%
Number of daily rates quoted 14,337 11,807 11,597
UK median daily rate £470 £447 £425
Median daily rate % change year-on-year +5.15% +5.18% +6.25%
10th Percentile £320 £309 £300
90th Percentile £613 £594 £575
UK excluding London median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +6.85%
Number of hourly rates quoted 226 300 279
UK median hourly rate £42.50 £41.75 £42.29
Median hourly rate % change year-on-year +1.80% -1.28% +12.77%
10th Percentile £26.50 £28.75 £26.23
90th Percentile £52.50 £57.50 £52.50
UK excluding London median hourly rate £42.50 £42.50 £42.25
% change year-on-year - +0.59% +12.31%

TeamCity
Job Vacancy Trend

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

Job vacancy trend for TeamCity in the UK

TeamCity
Contractor Daily Rate Trend

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

Contractor daily rate trend for TeamCity in the UK

TeamCity
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing TeamCity over the 6 months to 15 August 2018.

Contractor daily rate histogram for TeamCity in the UK

TeamCity
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for TeamCity in the UK

TeamCity
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing TeamCity over the 6 months to 15 August 2018.

Contractor hourly rate histogram for TeamCity in the UK

TeamCity
Top 16 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TeamCity within the UK over the 6 months to 15 August 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
England +27 1,039 £500 +5.26% 303
London -1 676 £525 +5.00% 185
UK excluding London +75 425 £425 +6.25% 135
South East +20 119 £400 - 33
North of England +53 117 £385 +2.67% 35
South West +8 54 £425 - 16
Scotland -11 50 £400 +25.98% 11
North West +3 46 £400 - 24
Midlands -25 38 £500 +33.33% 20
Yorkshire +14 36 £395 +16.18% 9
North East +25 35 £375 -23.08% 2
East of England +3 32 £475 - 14
East Midlands -9 20 £500 +33.33% 6
West Midlands -19 18 £500 +21.95% 14
Northern Ireland +11 8 £500 +2.56% 4
Wales -11 7 £469 +87.50% 2

For the 6 months to 15 August 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 with a requirement for TeamCity.

1 621 (55.75%) Agile Software Development
2 539 (48.38%) C#
3 469 (42.10%) DevOps
4 467 (41.92%) .NET
5 425 (38.15%) Git (software)
6 418 (37.52%) Jenkins
7 407 (36.54%) Continuous Integration
8 393 (35.28%) Octopus Deploy
9 345 (30.97%) Microsoft Azure
10 331 (29.71%) SQL
11 328 (29.44%) Amazon AWS
12 316 (28.37%) TDD
13 293 (26.30%) JavaScript
14 279 (25.04%) Finance
15 271 (24.33%) Test Automation
16 254 (22.80%) Java
17 245 (21.99%) Linux
18 226 (20.29%) Python
19 217 (19.48%) JIRA
20 216 (19.39%) Scrum
21 211 (18.94%) Windows
22 209 (18.76%) AngularJS
23 197 (17.68%) MVC
24 189 (16.97%) Ansible
25 181 (16.25%) SQL Server
26 178 (15.98%) Docker
27 177 (15.89%) PowerShell
28 168 (15.08%) Microsoft
29 163 (14.63%) Puppet
30 162 (14.54%) Web Services

TeamCity
Co-occurring IT Skills 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
1 120 (10.77%) Confluence
2 48 (4.31%) CMS
3 45 (4.04%) Elasticsearch
3 45 (4.04%) IIS
4 40 (3.59%) Umbraco
4 40 (3.59%) WebSphere
5 35 (3.14%) NServiceBus
6 29 (2.60%) Apache
7 17 (1.53%) nginx
8 16 (1.44%) OpenStack
8 16 (1.44%) SharePoint
8 16 (1.44%) Tomcat
9 14 (1.26%) Apache Spark
9 14 (1.26%) JBoss
9 14 (1.26%) Sitecore CMS
10 11 (0.99%) EPiServer
10 11 (0.99%) WebLogic
11 10 (0.90%) Oracle SOA Suite
12 8 (0.72%) Cloud Foundry
12 8 (0.72%) Jetty
Applications
1 10 (0.90%) Microsoft PowerPoint
2 9 (0.81%) MS Visio
3 7 (0.63%) Spreadsheet
4 4 (0.36%) Microsoft Excel
5 3 (0.27%) Chatbot
6 1 (0.090%) 3ds Max
6 1 (0.090%) Adobe Illustrator
6 1 (0.090%) HipChat
6 1 (0.090%) Maya
6 1 (0.090%) Microsoft Office
6 1 (0.090%) Microsoft Project
6 1 (0.090%) Photoshop
Business Applications
1 17 (1.53%) Markit EDM
2 16 (1.44%) Eagle PACE
2 16 (1.44%) thinkFolio
3 14 (1.26%) Front Arena
4 9 (0.81%) Oracle EBS
5 8 (0.72%) Bloomberg AIM
6 4 (0.36%) Dynamics CRM
6 4 (0.36%) SDL Web 8
7 2 (0.18%) ION MarketView
7 2 (0.18%) Oracle Cash Management
8 1 (0.090%) Oracle Subledger Accounting
Cloud Services
1 345 (30.97%) Microsoft Azure
2 328 (29.44%) Amazon AWS
3 70 (6.28%) GitHub
4 56 (5.03%) Amazon EC2
5 47 (4.22%) AWS CloudFormation
6 45 (4.04%) PaaS
7 37 (3.32%) Serverless
8 35 (3.14%) IaaS
9 33 (2.96%) Datadog
10 28 (2.51%) NuGet
11 25 (2.24%) Cloud Computing
12 24 (2.15%) npm
13 22 (1.97%) Amazon S3
13 22 (1.97%) Azure Functions
14 21 (1.89%) Google Cloud Platform
15 20 (1.80%) Amazon CloudWatch
16 13 (1.17%) AWS Lambda
17 12 (1.08%) OpenShift
17 12 (1.08%) SaaS
18 11 (0.99%) Trello
Communications & Networking
1 32 (2.87%) Firewall
2 14 (1.26%) HTTP
3 10 (0.90%) TCP/IP
4 8 (0.72%) Internet
4 8 (0.72%) SSL
5 7 (0.63%) DNS
6 6 (0.54%) Reverse Proxy
7 5 (0.45%) HTTPS
8 3 (0.27%) LAN
8 3 (0.27%) WAN
9 2 (0.18%) SMS
10 1 (0.090%) AMQP
10 1 (0.090%) Intranet
10 1 (0.090%) Kerberos
10 1 (0.090%) Network Security
10 1 (0.090%) SAN
10 1 (0.090%) VLAN
10 1 (0.090%) VoIP
10 1 (0.090%) VPN
10 1 (0.090%) Wireless
Database & Business Intelligence
1 181 (16.25%) SQL Server
2 62 (5.57%) NoSQL
3 51 (4.58%) MongoDB
3 51 (4.58%) Relational Database
4 32 (2.87%) Amazon Redshift
5 30 (2.69%) Big Data
6 24 (2.15%) PostgreSQL
6 24 (2.15%) RDBMS
7 23 (2.06%) SQL Server 2012
8 21 (1.89%) SQL Server 2014
9 20 (1.80%) Data Warehouse
9 20 (1.80%) Hadoop
10 19 (1.71%) MySQL
11 17 (1.53%) Redis
11 17 (1.53%) SQL Server Integration Services
12 15 (1.35%) Cosmos DB
12 15 (1.35%) SQL Server 2008
13 14 (1.26%) Amazon RDS
13 14 (1.26%) RavenDB
14 13 (1.17%) Azure SQL Database
Development Applications
1 425 (38.15%) Git (software)
2 418 (37.52%) Jenkins
3 393 (35.28%) Octopus Deploy
4 217 (19.48%) JIRA
5 144 (12.93%) Maven
6 134 (12.03%) Selenium
7 97 (8.71%) Subversion
8 79 (7.09%) Team Foundation Server
9 78 (7.00%) Ant
9 78 (7.00%) Artifactory
10 76 (6.82%) SpecFlow
10 76 (6.82%) Visual Studio
11 73 (6.55%) Atlassian Bamboo
11 73 (6.55%) Bitbucket
12 65 (5.83%) MSBuild
13 62 (5.57%) NUnit
14 61 (5.48%) Cucumber
14 61 (5.48%) Gradle
15 59 (5.30%) Visual Studio Team System
16 51 (4.58%) JUnit
General
1 279 (25.04%) Finance
2 143 (12.84%) Banking
3 100 (8.98%) Front Office
4 39 (3.50%) Retail
5 32 (2.87%) Investment Banking
6 27 (2.42%) Back Office
7 22 (1.97%) Law
8 21 (1.89%) Financial Institution
9 16 (1.44%) Advertising
10 9 (0.81%) Marketing
11 8 (0.72%) Legal
12 7 (0.63%) Corporate Banking
13 5 (0.45%) Manufacturing
13 5 (0.45%) Music Industry
13 5 (0.45%) Publishing
14 4 (0.36%) Electronics
14 4 (0.36%) Retail Banking
14 4 (0.36%) Telecoms
15 3 (0.27%) Automotive
16 2 (0.18%) Games
Job Titles
1 617 (55.39%) Developer
2 239 (21.45%) .NET Developer
3 231 (20.74%) DevOps Engineer
4 157 (14.09%) C# Developer
5 117 (10.50%) Senior Developer
6 96 (8.62%) Java Developer
7 77 (6.91%) C# .NET Developer
8 72 (6.46%) Senior .NET Developer
9 61 (5.48%) Azure Engineer
10 54 (4.85%) Angular Developer
11 49 (4.40%) Azure DevOps
12 46 (4.13%) Azure DevOps Engineer
13 44 (3.95%) AWS DevOps
14 41 (3.68%) Full Stack Developer
15 40 (3.59%) Analyst
16 37 (3.32%) AWS Developer
16 37 (3.32%) Cloud Engineer
17 34 (3.05%) AWS Engineer
18 31 (2.78%) Agile Developer
19 30 (2.69%) Python Developer
Libraries, Frameworks & Software Standards
1 467 (41.92%) .NET
2 209 (18.76%) AngularJS
3 162 (14.54%) Web Services
4 153 (13.73%) ASP.NET Web API
5 149 (13.38%) ASP.NET
6 133 (11.94%) HTML
6 133 (11.94%) REST
7 126 (11.31%) CSS
8 102 (9.16%) .NET Framework
9 94 (8.44%) React
10 93 (8.35%) RESTful
11 90 (8.08%) .NET Core
11 90 (8.08%) HTML5
12 75 (6.73%) SOAP
13 74 (6.64%) WCF
14 73 (6.55%) ASP.NET MVC
15 71 (6.37%) Spring
16 68 (6.10%) Entity Framework
17 67 (6.01%) jQuery
18 64 (5.75%) Node.js
Miscellaneous
1 76 (6.82%) Analytical Skills
1 76 (6.82%) Fixed Income
2 55 (4.94%) Greenfield Project
3 51 (4.58%) User Experience
4 46 (4.13%) Foreign Exchange (FX)
5 45 (4.04%) Computer Science
6 42 (3.77%) Equities
7 37 (3.32%) Fintech
8 34 (3.05%) Data Centre
9 29 (2.60%) Derivative
10 23 (2.06%) Self-Motivation
11 18 (1.62%) Data Structures
11 18 (1.62%) Exotic Derivative
11 18 (1.62%) Public Cloud
12 17 (1.53%) Mobile App
12 17 (1.53%) Private Cloud
13 16 (1.44%) Enterprise Software
14 15 (1.35%) Linux Command Line
15 14 (1.26%) Management Information System
16 8 (0.72%) Equity Derivative
Operating Systems
1 245 (21.99%) Linux
2 211 (18.94%) Windows
3 79 (7.09%) Unix
4 44 (3.95%) Windows Server
5 42 (3.77%) Red Hat Enterprise Linux
6 28 (2.51%) Apple iOS
7 20 (1.80%) Android
8 15 (1.35%) Ubuntu
9 14 (1.26%) CentOS
10 8 (0.72%) Solaris
11 7 (0.63%) Debian
12 6 (0.54%) Fedora
13 5 (0.45%) Windows Server 2012
14 4 (0.36%) Windows Server 2008
15 3 (0.27%) AIX
15 3 (0.27%) VMS
16 2 (0.18%) DC/OS
16 2 (0.18%) Mac OS X
16 2 (0.18%) Oracle Linux
17 1 (0.090%) CoreOS
Processes & Methodologies
1 621 (55.75%) Agile Software Development
2 469 (42.10%) DevOps
3 407 (36.54%) Continuous Integration
4 316 (28.37%) TDD
5 271 (24.33%) Test Automation
6 216 (19.39%) Scrum
7 197 (17.68%) MVC
8 158 (14.18%) Microservices
9 157 (14.09%) BDD
10 127 (11.40%) Unit Testing
11 125 (11.22%) Configuration Management
12 121 (10.86%) Continuous Delivery
13 116 (10.41%) OO
14 114 (10.23%) Software Engineering
15 109 (9.78%) SDLC
15 109 (9.78%) SOLID
16 108 (9.69%) Problem-Solving
17 92 (8.26%) E-Commerce
18 79 (7.09%) Kanban
19 78 (7.00%) Deployment Automation
Programming Languages
1 539 (48.38%) C#
2 331 (29.71%) SQL
3 293 (26.30%) JavaScript
4 254 (22.80%) Java
5 226 (20.29%) Python
6 177 (15.89%) PowerShell
7 90 (8.08%) Bash Shell
8 78 (7.00%) C++
9 72 (6.46%) Perl
10 68 (6.10%) TypeScript
11 65 (5.83%) Ruby
12 56 (5.03%) C
13 43 (3.86%) T-SQL
14 40 (3.59%) Go
15 36 (3.23%) Java 8
16 21 (1.89%) ES6
17 20 (1.80%) Shell Script
18 17 (1.53%) Objective-C
19 16 (1.44%) Groovy
20 13 (1.17%) PL/SQL
Qualifications
1 54 (4.85%) Degree
2 30 (2.69%) Security Cleared
3 21 (1.89%) SC Cleared
4 16 (1.44%) ISTQB
5 15 (1.35%) Computer Science Degree
6 8 (0.72%) Microsoft Certification
7 7 (0.63%) AWS Certification
7 7 (0.63%) ISEB
7 7 (0.63%) ISTQB Foundation Certification
8 6 (0.54%) CCNA
8 6 (0.54%) Cisco Certification
9 5 (0.45%) DV Cleared
9 5 (0.45%) Master's Degree
10 2 (0.18%) MBA
10 2 (0.18%) MCITP
10 2 (0.18%) MCSA
10 2 (0.18%) MCSE
10 2 (0.18%) MCTS
10 2 (0.18%) SAFe Agilist
11 1 (0.090%) MCDBA
Quality Assurance & Compliance
1 94 (8.44%) QA
2 19 (1.71%) GCP
3 5 (0.45%) Data Quality
4 3 (0.27%) PCI DSS
5 2 (0.18%) Dodd-Frank
5 2 (0.18%) EMIR
5 2 (0.18%) ISO 9001
5 2 (0.18%) ISO/IEC 27001
5 2 (0.18%) PMO
6 1 (0.090%) GDPR
System Software
1 178 (15.98%) Docker
2 18 (1.62%) VMware Infrastructure
3 11 (0.99%) Active Directory
4 9 (0.81%) vCloud
5 8 (0.72%) Virtual Machines
6 7 (0.63%) VirtualBox
7 6 (0.54%) HDFS
7 6 (0.54%) Varnish
7 6 (0.54%) Xen
8 5 (0.45%) Hyper-V
8 5 (0.45%) KVM
9 3 (0.27%) QEMU
10 2 (0.18%) Apache ZooKeeper
10 2 (0.18%) iptables
10 2 (0.18%) Platform Symphony
11 1 (0.090%) Firmware
11 1 (0.090%) NFS
11 1 (0.090%) VMware ESXi
11 1 (0.090%) XenApp
Systems Management
1 189 (16.97%) Ansible
2 163 (14.63%) Puppet
3 151 (13.55%) Opscode Chef
4 105 (9.43%) Kubernetes
5 103 (9.25%) Terraform
6 59 (5.30%) Packer
7 57 (5.12%) Salt
8 46 (4.13%) Nagios
9 11 (0.99%) HP Quality Center
10 10 (0.90%) Automic
10 10 (0.90%) Kibana
11 8 (0.72%) HAProxy
11 8 (0.72%) logstash
12 7 (0.63%) Graylog
13 6 (0.54%) Docker Swarm
14 5 (0.45%) Control-M
14 5 (0.45%) Graphite
14 5 (0.45%) Hadoop YARN
14 5 (0.45%) Icinga
14 5 (0.45%) Red Hat Spacewalk
Vendors
1 168 (15.08%) Microsoft
2 78 (7.00%) Oracle
3 65 (5.83%) Sitecore
4 58 (5.21%) New Relic
5 52 (4.67%) Splunk
6 39 (3.50%) Red Hat
7 36 (3.23%) Google
8 34 (3.05%) AppDynamics
9 28 (2.51%) Atlassian
10 26 (2.33%) VMware
11 22 (1.97%) FXall
11 22 (1.97%) Sybase
12 19 (1.71%) Charles River
12 19 (1.71%) SAP
13 17 (1.53%) IBM
14 16 (1.44%) Calypso
15 15 (1.35%) Rackspace
16 14 (1.26%) Perforce
16 14 (1.26%) SimCorp
17 13 (1.17%) TIBCO