Period
to 16 July 2018

The following table provides summary statistics for contract job vacancies advertised in England 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 16 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 > England
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 248 265 381
Rank change year-on-year +17 +116 +49
Contract jobs citing TeamCity 1,068 834 621
As % of all contract IT jobs advertised in England 1.13% 0.95% 0.61%
As % of the Development Applications category 5.60% 5.38% 4.00%
Number of daily rates quoted 806 591 448
England median daily rate £500 £473 £450
Median daily rate % change year-on-year +5.82% +5.00% -
10th Percentile £358 £338 £325
90th Percentile £638 £625 £638
UK median daily rate £500 £463 £450
% change year-on-year +8.11% +2.78% -
Number of hourly rates quoted 2 1 0
England median hourly rate £45.75 £50.00 -
Median hourly rate % change year-on-year -8.50% - -
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 England with a requirement for development application skills.

All Development Application Skills
England
Contract vacancies with a requirement for development application skills 19,064 15,488 15,543
As % of all contract IT jobs advertised in England 20.15% 17.72% 15.29%
Number of daily rates quoted 13,188 10,530 10,678
England median daily rate £475 £440 £425
Median daily rate % change year-on-year +7.95% +3.53% +6.25%
10th Percentile £321 £306 £300
90th Percentile £619 £594 £575
UK median daily rate £468 £438 £425
% change year-on-year +6.86% +2.94% +6.25%
Number of hourly rates quoted 224 311 282
England median hourly rate £42.50 £42.50 £42.50
10th Percentile £25.66 £28.75 £26.83
90th Percentile £60.66 £55.00 £52.25
UK median hourly rate £42.50 £42.50 £42.50

TeamCity
Job Vacancy Trend in England

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

Job vacancy trend for TeamCity in England

TeamCity
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for TeamCity in England

TeamCity
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing TeamCity in England over the 6 months to 16 July 2018.

Contractor daily rate histogram for TeamCity in England

TeamCity
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for TeamCity in England

TeamCity
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing TeamCity in England over the 6 months to 16 July 2018.

Contractor hourly rate histogram for TeamCity in England

TeamCity
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TeamCity within the England region over the 6 months to 16 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
London +2 698 £525 +5.00% 151
South East +13 121 £425 +6.25% 43
North of England +60 116 £390 +5.41% 28
South West +15 55 £425 -2.30% 16
Yorkshire +15 41 £390 +14.71% 5
Midlands -13 41 £425 +13.33% 12
North West -4 40 £425 +13.33% 17
North East +33 35 £375 -23.08% 6
East of England +20 35 £500 +5.26% 23
East Midlands 0 25 £425 +13.33% 5
West Midlands -14 15 £463 +15.63% 7
TeamCity
UK

For the 6 months to 16 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 England region with a requirement for TeamCity.

1 604 (56.55%) Agile Software Development
2 508 (47.57%) C#
3 485 (45.41%) DevOps
4 458 (42.88%) .NET
5 417 (39.04%) Octopus Deploy
6 397 (37.17%) Git (software)
7 394 (36.89%) Continuous Integration
8 380 (35.58%) Jenkins
9 375 (35.11%) Microsoft Azure
10 321 (30.06%) Amazon AWS
11 306 (28.65%) TDD
12 297 (27.81%) SQL
13 272 (25.47%) JavaScript
14 244 (22.85%) Finance
15 243 (22.75%) Linux
16 236 (22.10%) Test Automation
17 227 (21.25%) Java
18 224 (20.97%) Scrum
19 218 (20.41%) Windows
20 213 (19.94%) JIRA
21 207 (19.38%) Python
22 198 (18.54%) MVC
23 192 (17.98%) AngularJS
24 186 (17.42%) PowerShell
25 176 (16.48%) SQL Server
26 171 (16.01%) Ansible
27 166 (15.54%) Docker
28 165 (15.45%) Web Services
29 164 (15.36%) Microsoft
30 162 (15.17%) Puppet

TeamCity
Co-occurring IT Skills in England 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
1 105 (9.83%) Confluence
2 49 (4.59%) Elasticsearch
3 48 (4.49%) NServiceBus
4 43 (4.03%) CMS
4 43 (4.03%) IIS
5 41 (3.84%) WebSphere
6 32 (3.00%) Umbraco
7 30 (2.81%) Apache
8 18 (1.69%) Apache Spark
8 18 (1.69%) JBoss
9 16 (1.50%) nginx
10 15 (1.40%) Tomcat
11 14 (1.31%) OpenStack
11 14 (1.31%) Sitecore CMS
12 13 (1.22%) SharePoint
13 12 (1.12%) Oracle SOA Suite
13 12 (1.12%) WebLogic
14 11 (1.03%) EPiServer
15 9 (0.84%) Cloud Foundry
16 8 (0.75%) Apache Pig
Applications
1 7 (0.66%) Spreadsheet
2 4 (0.37%) Microsoft PowerPoint
3 3 (0.28%) Chatbot
3 3 (0.28%) Microsoft Excel
3 3 (0.28%) MS Visio
4 2 (0.19%) Photoshop
5 1 (0.094%) HipChat
5 1 (0.094%) Microsoft Office
5 1 (0.094%) Microsoft Project
Business Applications
1 14 (1.31%) Eagle PACE
1 14 (1.31%) Front Arena
1 14 (1.31%) Markit EDM
1 14 (1.31%) thinkFolio
2 9 (0.84%) Oracle EBS
3 6 (0.56%) Bloomberg AIM
4 4 (0.37%) SDL Web 8
5 2 (0.19%) Dynamics CRM
5 2 (0.19%) ION MarketView
6 1 (0.094%) iTrent
6 1 (0.094%) Oracle Cash Management
Cloud Services
1 375 (35.11%) Microsoft Azure
2 321 (30.06%) Amazon AWS
3 71 (6.65%) GitHub
4 59 (5.52%) AWS CloudFormation
5 53 (4.96%) Amazon EC2
6 40 (3.75%) Serverless
7 36 (3.37%) PaaS
8 30 (2.81%) Datadog
9 29 (2.72%) Cloud Computing
10 28 (2.62%) Amazon S3
11 27 (2.53%) IaaS
12 26 (2.43%) NuGet
13 23 (2.15%) Google Cloud Platform
14 22 (2.06%) npm
15 19 (1.78%) Amazon CloudWatch
15 19 (1.78%) AWS Lambda
16 16 (1.50%) Amazon ELB
16 16 (1.50%) Virtual Private Cloud
17 13 (1.22%) BrowserStack
17 13 (1.22%) SaaS
Communications & Networking
1 32 (3.00%) Firewall
2 13 (1.22%) HTTP
3 8 (0.75%) Internet
4 5 (0.47%) TCP/IP
5 4 (0.37%) AMQP
5 4 (0.37%) DNS
5 4 (0.37%) LAN
5 4 (0.37%) SSL
5 4 (0.37%) WAN
6 3 (0.28%) Reverse Proxy
7 2 (0.19%) VPN
8 1 (0.094%) DHCP
8 1 (0.094%) HTTPS
8 1 (0.094%) Intranet
8 1 (0.094%) Kerberos
8 1 (0.094%) MPLS
8 1 (0.094%) SMS
8 1 (0.094%) VLAN
8 1 (0.094%) VoIP
8 1 (0.094%) Wi-Fi
Database & Business Intelligence
1 176 (16.48%) SQL Server
2 71 (6.65%) NoSQL
3 61 (5.71%) Relational Database
4 55 (5.15%) MongoDB
5 33 (3.09%) Big Data
5 33 (3.09%) RDBMS
6 30 (2.81%) Amazon Redshift
7 27 (2.53%) MySQL
8 24 (2.25%) SQL Server 2012
9 23 (2.15%) RavenDB
10 22 (2.06%) Hadoop
10 22 (2.06%) PostgreSQL
11 21 (1.97%) Data Warehouse
12 19 (1.78%) SQL Server 2014
13 17 (1.59%) Cosmos DB
13 17 (1.59%) Redis
14 16 (1.50%) Azure SQL Database
15 15 (1.40%) Amazon RDS
15 15 (1.40%) Apache Cassandra
15 15 (1.40%) SQL Server 2016
Development Applications
1 417 (39.04%) Octopus Deploy
2 397 (37.17%) Git (software)
3 380 (35.58%) Jenkins
4 213 (19.94%) JIRA
5 134 (12.55%) Maven
6 131 (12.27%) Selenium
7 103 (9.64%) Team Foundation Server
8 102 (9.55%) Subversion
9 86 (8.05%) Visual Studio
10 83 (7.77%) SpecFlow
11 65 (6.09%) NUnit
11 65 (6.09%) Visual Studio Team System
12 64 (5.99%) Ant
12 64 (5.99%) Atlassian Bamboo
13 58 (5.43%) Gradle
14 56 (5.24%) Artifactory
15 55 (5.15%) Bitbucket
15 55 (5.15%) Cucumber
16 52 (4.87%) Sonatype Nexus
17 51 (4.78%) MSBuild
General
1 244 (22.85%) Finance
2 130 (12.17%) Banking
3 65 (6.09%) Front Office
4 46 (4.31%) Retail
5 37 (3.46%) Investment Banking
6 24 (2.25%) Law
7 21 (1.97%) Back Office
8 18 (1.69%) Advertising
8 18 (1.69%) Financial Institution
9 12 (1.12%) Marketing
10 9 (0.84%) Legal
11 8 (0.75%) Manufacturing
11 8 (0.75%) Telecoms
12 7 (0.66%) Electronics
13 5 (0.47%) Music Industry
14 4 (0.37%) Publishing
15 3 (0.28%) Automotive
15 3 (0.28%) Corporate Banking
15 3 (0.28%) Games
15 3 (0.28%) Retail Banking
Job Titles
1 538 (50.37%) Developer
2 258 (24.16%) DevOps Engineer
3 227 (21.25%) .NET Developer
4 145 (13.58%) C# Developer
5 118 (11.05%) Senior Developer
6 79 (7.40%) C# .NET Developer
7 76 (7.12%) Azure Engineer
8 73 (6.84%) Java Developer
9 70 (6.55%) Senior .NET Developer
10 61 (5.71%) Azure DevOps
11 59 (5.52%) Azure DevOps Engineer
12 51 (4.78%) Cloud Engineer
13 49 (4.59%) Analyst
13 49 (4.59%) AWS DevOps
14 48 (4.49%) Angular Developer
15 39 (3.65%) AWS Engineer
15 39 (3.65%) Full Stack Developer
16 35 (3.28%) AWS DevOps Engineer
16 35 (3.28%) Test Analyst
17 32 (3.00%) Senior DevOps
Libraries, Frameworks & Software Standards
1 458 (42.88%) .NET
2 192 (17.98%) AngularJS
3 165 (15.45%) Web Services
4 154 (14.42%) ASP.NET Web API
5 152 (14.23%) ASP.NET
6 136 (12.73%) REST
7 133 (12.45%) CSS
8 131 (12.27%) HTML
9 103 (9.64%) .NET Framework
10 93 (8.71%) RESTful
11 88 (8.24%) .NET Core
11 88 (8.24%) HTML5
12 85 (7.96%) React
13 83 (7.77%) ASP.NET MVC
14 77 (7.21%) WCF
15 71 (6.65%) Node.js
15 71 (6.65%) SOAP
16 64 (5.99%) Entity Framework
17 63 (5.90%) Spring
18 60 (5.62%) jQuery
Miscellaneous
1 64 (5.99%) Greenfield Project
2 60 (5.62%) Analytical Skills
3 53 (4.96%) Fixed Income
4 43 (4.03%) Fintech
5 42 (3.93%) User Experience
6 40 (3.75%) Foreign Exchange (FX)
7 39 (3.65%) Computer Science
8 36 (3.37%) Data Centre
9 27 (2.53%) Equities
10 22 (2.06%) Private Cloud
11 20 (1.87%) Derivative
12 18 (1.69%) Linux Command Line
12 18 (1.69%) Mobile App
13 17 (1.59%) Self-Motivation
14 15 (1.40%) Public Cloud
15 14 (1.31%) Exotic Derivative
16 13 (1.22%) Management Information System
17 12 (1.12%) Data Structures
18 10 (0.94%) Enterprise Software
19 9 (0.84%) Hedge funds
Operating Systems
1 243 (22.75%) Linux
2 218 (20.41%) Windows
3 81 (7.58%) Unix
4 44 (4.12%) Windows Server
5 39 (3.65%) Red Hat Enterprise Linux
6 30 (2.81%) Apple iOS
7 22 (2.06%) Android
8 17 (1.59%) CentOS
9 16 (1.50%) Solaris
10 14 (1.31%) Ubuntu
11 9 (0.84%) Windows Server 2012
12 8 (0.75%) Windows Server 2008
13 7 (0.66%) Debian
14 5 (0.47%) Fedora
15 3 (0.28%) AIX
15 3 (0.28%) VMS
16 2 (0.19%) DC/OS
16 2 (0.19%) Mac OS X
16 2 (0.19%) Oracle Linux
17 1 (0.094%) CoreOS
Processes & Methodologies
1 604 (56.55%) Agile Software Development
2 485 (45.41%) DevOps
3 394 (36.89%) Continuous Integration
4 306 (28.65%) TDD
5 236 (22.10%) Test Automation
6 224 (20.97%) Scrum
7 198 (18.54%) MVC
8 160 (14.98%) BDD
9 147 (13.76%) Microservices
10 127 (11.89%) Configuration Management
11 111 (10.39%) Problem-Solving
11 111 (10.39%) Software Engineering
12 108 (10.11%) E-Commerce
13 107 (10.02%) OO
14 104 (9.74%) Continuous Delivery
15 103 (9.64%) Unit Testing
16 98 (9.18%) SOLID
17 93 (8.71%) SDLC
18 83 (7.77%) Deployment Automation
19 74 (6.93%) Kanban
Programming Languages
1 508 (47.57%) C#
2 297 (27.81%) SQL
3 272 (25.47%) JavaScript
4 227 (21.25%) Java
5 207 (19.38%) Python
6 186 (17.42%) PowerShell
7 88 (8.24%) Bash Shell
8 61 (5.71%) Perl
9 60 (5.62%) Ruby
10 56 (5.24%) C++
11 54 (5.06%) C
11 54 (5.06%) TypeScript
12 39 (3.65%) T-SQL
13 33 (3.09%) Java 8
14 31 (2.90%) Go
15 24 (2.25%) Shell Script
16 22 (2.06%) Scala
17 18 (1.69%) PL/SQL
18 17 (1.59%) Groovy
18 17 (1.59%) Objective-C
Qualifications
1 50 (4.68%) Degree
2 36 (3.37%) Security Cleared
3 28 (2.62%) SC Cleared
4 22 (2.06%) ISTQB
5 12 (1.12%) ISTQB Foundation Certification
6 11 (1.03%) Computer Science Degree
7 9 (0.84%) Master's Degree
8 8 (0.75%) AWS Certification
9 7 (0.66%) ISEB
10 5 (0.47%) CCNA
10 5 (0.47%) Cisco Certification
11 4 (0.37%) DV Cleared
11 4 (0.37%) Microsoft Certification
12 2 (0.19%) MCITP
12 2 (0.19%) MCSA
12 2 (0.19%) MCSE
12 2 (0.19%) MCTS
12 2 (0.19%) SAFe Agilist
13 1 (0.094%) MCDBA
13 1 (0.094%) Numerate Degree
Quality Assurance & Compliance
1 92 (8.61%) QA
2 22 (2.06%) GCP
3 6 (0.56%) PCI DSS
4 5 (0.47%) Data Quality
5 4 (0.37%) ISO/IEC 27001
6 3 (0.28%) ISO 9001
7 2 (0.19%) Dodd-Frank
7 2 (0.19%) EMIR
7 2 (0.19%) PMO
System Software
1 166 (15.54%) Docker
2 20 (1.87%) Active Directory
3 18 (1.69%) VMware Infrastructure
4 16 (1.50%) vCloud
5 11 (1.03%) HDFS
6 8 (0.75%) Virtual Machines
7 6 (0.56%) Varnish
7 6 (0.56%) VirtualBox
7 6 (0.56%) Xen
8 5 (0.47%) Hyper-V
8 5 (0.47%) KVM
9 4 (0.37%) Apache Flume
10 3 (0.28%) QEMU
10 3 (0.28%) VMware ESXi
11 2 (0.19%) Apache ZooKeeper
12 1 (0.094%) Firmware
12 1 (0.094%) XenApp
Systems Management
1 171 (16.01%) Ansible
2 162 (15.17%) Puppet
3 151 (14.14%) Opscode Chef
4 98 (9.18%) Kubernetes
5 95 (8.90%) Terraform
6 61 (5.71%) Salt
7 47 (4.40%) Packer
8 39 (3.65%) Nagios
9 15 (1.40%) HP Quality Center
10 10 (0.94%) Automic
10 10 (0.94%) Docker Swarm
11 9 (0.84%) Control-M
11 9 (0.84%) Hadoop YARN
11 9 (0.84%) Kibana
12 7 (0.66%) logstash
13 6 (0.56%) Graylog
14 5 (0.47%) Grafana
15 4 (0.37%) Consul
15 4 (0.37%) Failover Clustering
15 4 (0.37%) Mesos
Vendors
1 164 (15.36%) Microsoft
2 75 (7.02%) Oracle
3 62 (5.81%) Sitecore
4 56 (5.24%) New Relic
5 48 (4.49%) Splunk
6 44 (4.12%) Google
7 37 (3.46%) Red Hat
8 35 (3.28%) AppDynamics
8 35 (3.28%) Atlassian
9 24 (2.25%) VMware
10 23 (2.15%) Sybase
11 18 (1.69%) FXall
11 18 (1.69%) SAP
12 14 (1.31%) Calypso
12 14 (1.31%) Charles River
12 14 (1.31%) HP
12 14 (1.31%) IBM
12 14 (1.31%) SimCorp
13 12 (1.12%) Cloudera
13 12 (1.12%) Dynatrace