Period
to 22 June 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 22 June 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
22 Jun 2018
Same period 2017 Same period 2016
Rank 246 281 404
Rank change year-on-year +35 +123 +28
Contract jobs citing TeamCity 1,105 816 613
As % of all contract IT jobs advertised in the UK 1.10% 0.89% 0.57%
As % of the Development Applications category 5.59% 5.15% 3.84%
Number of daily rates quoted 832 569 431
UK median daily rate £500 £471 £450
Median daily rate % change year-on-year +6.27% +4.56% -
10th Percentile £358 £331 £319
90th Percentile £638 £620 £638
UK excluding London median daily rate £425 £400 £383
% change year-on-year +6.25% +4.58% +5.15%
Number of hourly rates quoted 1 1 0
UK median hourly rate £75.00 £45.00 -
Median hourly rate % change year-on-year +66.67% - -
UK excluding London median hourly rate - - -

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 19,773 15,835 15,957
As % of all contract IT jobs advertised in the UK 19.73% 17.34% 14.95%
Number of daily rates quoted 13,530 10,738 10,816
UK median daily rate £465 £425 £425
Median daily rate % change year-on-year +9.41% - +6.25%
10th Percentile £315 £300 £293
90th Percentile £613 £588 £575
UK excluding London median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% +3.45%
Number of hourly rates quoted 237 322 313
UK median hourly rate £42.50 £42.50 £42.50
10th Percentile £26.50 £24.10 £28.00
90th Percentile £65.90 £57.50 £52.25
UK excluding London median hourly rate £42.50 £42.50 £42.29
% change year-on-year - +0.50% +12.77%

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 22 June 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
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 22 June 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 +32 1,026 £500 +5.26% 264
London +7 674 £525 +5.00% 130
UK excluding London +87 421 £425 +6.25% 150
South East +9 114 £406 +3.37% 40
North of England +62 109 £400 +10.73% 30
South West +10 54 £425 -4.49% 17
Scotland -6 49 £425 +37.10% 7
North West +10 39 £500 +35.14% 24
Midlands +8 39 £425 +25.00% 14
Yorkshire +10 38 £390 +14.71% 5
East of England +17 35 £488 +2.63% 33
North East +29 32 £375 -23.08% 1
East Midlands +3 25 £413 +10.00% 6
Northern Ireland -1 13 £500 +11.11%
West Midlands -19 13 £463 +37.04% 8
Wales -5 9 £469 +56.25% 9

For the 6 months to 22 June 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.

1 631 (57.10%) Agile Software Development
2 508 (45.97%) C#
2 508 (45.97%) DevOps
3 448 (40.54%) .NET
4 439 (39.73%) Continuous Integration
5 427 (38.64%) Git (software)
6 412 (37.29%) Octopus Deploy
7 394 (35.66%) Jenkins
8 379 (34.30%) Microsoft Azure
9 324 (29.32%) TDD
10 305 (27.60%) Amazon AWS
11 301 (27.24%) JavaScript
12 297 (26.88%) SQL
13 271 (24.52%) Finance
14 260 (23.53%) Linux
15 258 (23.35%) Java
16 238 (21.54%) Test Automation
17 237 (21.45%) Windows
18 234 (21.18%) Python
19 228 (20.63%) JIRA
20 227 (20.54%) Scrum
21 211 (19.10%) MVC
22 202 (18.28%) PowerShell
23 197 (17.83%) AngularJS
23 197 (17.83%) Ansible
24 194 (17.56%) SQL Server
25 180 (16.29%) Docker
26 175 (15.84%) Puppet
26 175 (15.84%) Web Services
27 172 (15.57%) BDD

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
1 118 (10.68%) Confluence
2 49 (4.43%) IIS
3 47 (4.25%) WebSphere
4 46 (4.16%) Elasticsearch
4 46 (4.16%) NServiceBus
5 35 (3.17%) Apache
6 32 (2.90%) CMS
7 22 (1.99%) Apache Spark
8 19 (1.72%) Tomcat
9 18 (1.63%) JBoss
9 18 (1.63%) Umbraco
10 17 (1.54%) nginx
11 14 (1.27%) Cloud Foundry
11 14 (1.27%) OpenStack
11 14 (1.27%) Oracle SOA Suite
11 14 (1.27%) Sitecore CMS
12 12 (1.09%) WebLogic
13 10 (0.90%) SharePoint
14 9 (0.81%) Apache Pig
14 9 (0.81%) EPiServer
Applications
1 6 (0.54%) Microsoft PowerPoint
1 6 (0.54%) MS Visio
2 4 (0.36%) Spreadsheet
3 3 (0.27%) Chatbot
3 3 (0.27%) Photoshop
4 2 (0.18%) Microsoft Excel
5 1 (0.090%) 3ds Max
5 1 (0.090%) Adobe Illustrator
5 1 (0.090%) HipChat
5 1 (0.090%) Maya
Business Applications
1 14 (1.27%) Eagle PACE
1 14 (1.27%) Front Arena
1 14 (1.27%) Markit EDM
1 14 (1.27%) thinkFolio
2 9 (0.81%) Oracle EBS
3 6 (0.54%) Bloomberg AIM
4 4 (0.36%) SDL Web 8
5 1 (0.090%) Dynamics CRM
5 1 (0.090%) iTrent
5 1 (0.090%) Oracle Cash Management
Cloud Services
1 379 (34.30%) Microsoft Azure
2 305 (27.60%) Amazon AWS
3 62 (5.61%) AWS CloudFormation
4 61 (5.52%) GitHub
5 46 (4.16%) PaaS
6 44 (3.98%) Amazon EC2
7 39 (3.53%) Serverless
8 30 (2.71%) Cloud Computing
8 30 (2.71%) IaaS
9 29 (2.62%) npm
10 27 (2.44%) Amazon S3
10 27 (2.44%) Datadog
11 26 (2.35%) NuGet
12 25 (2.26%) Google Cloud Platform
13 19 (1.72%) AWS Lambda
14 17 (1.54%) Amazon CloudWatch
14 17 (1.54%) Amazon ELB
14 17 (1.54%) Virtual Private Cloud
15 13 (1.18%) Yarn
16 12 (1.09%) BrowserStack
Communications & Networking
1 43 (3.89%) Firewall
2 13 (1.18%) HTTP
3 9 (0.81%) Internet
4 8 (0.72%) TCP/IP
5 5 (0.45%) SSL
6 4 (0.36%) AMQP
7 3 (0.27%) LAN
7 3 (0.27%) Reverse Proxy
7 3 (0.27%) WAN
8 2 (0.18%) DNS
8 2 (0.18%) HTTPS
8 2 (0.18%) SMS
8 2 (0.18%) VPN
9 1 (0.090%) DHCP
9 1 (0.090%) Intranet
9 1 (0.090%) Kerberos
9 1 (0.090%) MPLS
9 1 (0.090%) SAN
9 1 (0.090%) VoIP
9 1 (0.090%) Wi-Fi
Database & Business Intelligence
1 194 (17.56%) SQL Server
2 76 (6.88%) NoSQL
3 68 (6.15%) MongoDB
4 59 (5.34%) Relational Database
5 36 (3.26%) RDBMS
6 35 (3.17%) Big Data
7 31 (2.81%) Amazon Redshift
8 29 (2.62%) SQL Server 2014
9 28 (2.53%) MySQL
10 27 (2.44%) SQL Server 2008
11 25 (2.26%) RavenDB
11 25 (2.26%) SQL Server 2012
12 23 (2.08%) Data Warehouse
12 23 (2.08%) Hadoop
12 23 (2.08%) PostgreSQL
13 19 (1.72%) Apache Cassandra
14 18 (1.63%) Oracle Database
15 17 (1.54%) Cosmos DB
16 16 (1.45%) Azure SQL Database
16 16 (1.45%) SQL Server 2016
Development Applications
1 427 (38.64%) Git (software)
2 412 (37.29%) Octopus Deploy
3 394 (35.66%) Jenkins
4 228 (20.63%) JIRA
5 163 (14.75%) Maven
6 132 (11.95%) Selenium
7 112 (10.14%) Subversion
8 109 (9.86%) Team Foundation Server
9 103 (9.32%) Visual Studio
10 83 (7.51%) SpecFlow
11 71 (6.43%) Ant
12 70 (6.33%) Atlassian Bamboo
13 67 (6.06%) NUnit
14 66 (5.97%) Artifactory
15 59 (5.34%) Bitbucket
15 59 (5.34%) Gradle
16 58 (5.25%) Cucumber
16 58 (5.25%) Visual Studio Team System
17 56 (5.07%) MSBuild
17 56 (5.07%) Sonatype Nexus
General
1 271 (24.52%) Finance
2 163 (14.75%) Banking
3 62 (5.61%) Front Office
4 54 (4.89%) Retail
5 39 (3.53%) Investment Banking
6 24 (2.17%) Law
7 21 (1.90%) Back Office
8 14 (1.27%) Financial Institution
9 13 (1.18%) Marketing
10 12 (1.09%) Advertising
11 10 (0.90%) Legal
12 9 (0.81%) Manufacturing
12 9 (0.81%) Telecoms
13 8 (0.72%) Electronics
14 5 (0.45%) Music Industry
15 4 (0.36%) Games
15 4 (0.36%) Retail Banking
16 3 (0.27%) Automotive
16 3 (0.27%) Publishing
17 1 (0.090%) Corporate Banking
Job Titles
1 527 (47.69%) Developer
2 292 (26.43%) DevOps Engineer
3 215 (19.46%) .NET Developer
4 144 (13.03%) C# Developer
5 108 (9.77%) Senior Developer
6 88 (7.96%) Java Developer
7 82 (7.42%) Azure Engineer
8 81 (7.33%) C# .NET Developer
9 69 (6.24%) Azure DevOps
10 65 (5.88%) Azure DevOps Engineer
11 57 (5.16%) Senior .NET Developer
12 55 (4.98%) Cloud Engineer
13 52 (4.71%) AWS DevOps
14 48 (4.34%) Analyst
15 43 (3.89%) Angular Developer
16 40 (3.62%) AWS Engineer
17 39 (3.53%) Full Stack Developer
18 37 (3.35%) Senior DevOps
19 36 (3.26%) AWS DevOps Engineer
20 33 (2.99%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 448 (40.54%) .NET
2 197 (17.83%) AngularJS
3 175 (15.84%) Web Services
4 152 (13.76%) REST
5 151 (13.67%) HTML
6 147 (13.30%) ASP.NET
7 142 (12.85%) ASP.NET Web API
8 133 (12.04%) CSS
9 111 (10.05%) .NET Framework
10 103 (9.32%) HTML5
11 99 (8.96%) React
12 89 (8.05%) RESTful
13 86 (7.78%) Spring
14 85 (7.69%) ASP.NET MVC
14 85 (7.69%) WCF
15 83 (7.51%) SOAP
16 81 (7.33%) Node.js
17 80 (7.24%) .NET Core
18 69 (6.24%) Entity Framework
19 62 (5.61%) jQuery
Miscellaneous
1 66 (5.97%) Greenfield Project
2 52 (4.71%) Analytical Skills
3 50 (4.52%) Foreign Exchange (FX)
4 47 (4.25%) User Experience
5 45 (4.07%) Fixed Income
6 40 (3.62%) Fintech
7 35 (3.17%) Computer Science
8 34 (3.08%) Data Centre
9 30 (2.71%) Equities
10 25 (2.26%) Linux Command Line
10 25 (2.26%) Private Cloud
11 23 (2.08%) Derivative
12 17 (1.54%) Data Structures
12 17 (1.54%) Self-Motivation
13 16 (1.45%) Public Cloud
14 15 (1.36%) Mobile App
15 14 (1.27%) Exotic Derivative
16 13 (1.18%) Enterprise Software
17 12 (1.09%) Hedge funds
18 11 (1.00%) Management Information System
Operating Systems
1 260 (23.53%) Linux
2 237 (21.45%) Windows
3 92 (8.33%) Unix
4 47 (4.25%) Windows Server
5 45 (4.07%) Red Hat Enterprise Linux
6 32 (2.90%) Apple iOS
7 23 (2.08%) Android
8 17 (1.54%) CentOS
9 16 (1.45%) Solaris
10 12 (1.09%) Ubuntu
11 11 (1.00%) Windows Server 2008
12 10 (0.90%) Windows Server 2012
13 7 (0.63%) Debian
14 5 (0.45%) Fedora
15 3 (0.27%) AIX
15 3 (0.27%) VMS
16 2 (0.18%) Oracle Linux
17 1 (0.090%) CoreOS
17 1 (0.090%) DC/OS
17 1 (0.090%) Mac OS X
Processes & Methodologies
1 631 (57.10%) Agile Software Development
2 508 (45.97%) DevOps
3 439 (39.73%) Continuous Integration
4 324 (29.32%) TDD
5 238 (21.54%) Test Automation
6 227 (20.54%) Scrum
7 211 (19.10%) MVC
8 172 (15.57%) BDD
9 158 (14.30%) Microservices
10 139 (12.58%) Configuration Management
11 137 (12.40%) Unit Testing
12 131 (11.86%) Continuous Delivery
13 124 (11.22%) E-Commerce
14 116 (10.50%) Software Engineering
15 105 (9.50%) Problem-Solving
16 102 (9.23%) OO
16 102 (9.23%) SOLID
17 91 (8.24%) Deployment Automation
18 84 (7.60%) SDLC
19 74 (6.70%) Open Source
Programming Languages
1 508 (45.97%) C#
2 301 (27.24%) JavaScript
3 297 (26.88%) SQL
4 258 (23.35%) Java
5 234 (21.18%) Python
6 202 (18.28%) PowerShell
7 87 (7.87%) Bash Shell
8 74 (6.70%) Ruby
9 71 (6.43%) Perl
10 67 (6.06%) C++
11 63 (5.70%) TypeScript
12 48 (4.34%) C
13 44 (3.98%) Java 8
14 40 (3.62%) T-SQL
15 31 (2.81%) Go
16 30 (2.71%) Scala
16 30 (2.71%) Shell Script
17 22 (1.99%) PL/SQL
18 20 (1.81%) Groovy
19 17 (1.54%) Objective-C
Qualifications
1 47 (4.25%) Degree
2 30 (2.71%) Security Cleared
3 24 (2.17%) SC Cleared
4 22 (1.99%) ISTQB
5 16 (1.45%) ISTQB Foundation Certification
6 12 (1.09%) Master's Degree
7 11 (1.00%) Computer Science Degree
8 7 (0.63%) AWS Certification
8 7 (0.63%) Microsoft Certification
9 4 (0.36%) ISEB
10 3 (0.27%) CCNA
10 3 (0.27%) Cisco Certification
11 2 (0.18%) DV Cleared
11 2 (0.18%) MBA
11 2 (0.18%) MCITP
11 2 (0.18%) MCSA
11 2 (0.18%) MCSE
11 2 (0.18%) MCTS
11 2 (0.18%) SAFe Agilist
12 1 (0.090%) MCDST
Quality Assurance & Compliance
1 96 (8.69%) QA
2 23 (2.08%) GCP
3 7 (0.63%) ISO/IEC 27001
4 6 (0.54%) ISO 9001
4 6 (0.54%) PCI DSS
5 5 (0.45%) Data Quality
6 2 (0.18%) Dodd-Frank
6 2 (0.18%) EMIR
7 1 (0.090%) MiFID
7 1 (0.090%) PMO
System Software
1 180 (16.29%) Docker
2 22 (1.99%) VMware Infrastructure
3 19 (1.72%) Active Directory
4 17 (1.54%) vCloud
5 11 (1.00%) HDFS
6 8 (0.72%) Apache Flume
7 7 (0.63%) Virtual Machines
8 6 (0.54%) VirtualBox
8 6 (0.54%) Xen
9 5 (0.45%) Hyper-V
9 5 (0.45%) KVM
9 5 (0.45%) Platform Symphony
9 5 (0.45%) VMware ESXi
10 3 (0.27%) QEMU
11 2 (0.18%) Apache ZooKeeper
11 2 (0.18%) Varnish
12 1 (0.090%) Firmware
12 1 (0.090%) iptables
12 1 (0.090%) NFS
12 1 (0.090%) XenApp
Systems Management
1 197 (17.83%) Ansible
2 175 (15.84%) Puppet
3 160 (14.48%) Opscode Chef
4 97 (8.78%) Kubernetes
5 96 (8.69%) Terraform
6 67 (6.06%) Salt
7 50 (4.52%) Packer
8 37 (3.35%) Nagios
9 21 (1.90%) HP Quality Center
10 13 (1.18%) Docker Swarm
11 10 (0.90%) Automic
12 9 (0.81%) Control-M
12 9 (0.81%) Hadoop YARN
12 9 (0.81%) Kibana
13 7 (0.63%) HAProxy
14 6 (0.54%) Graylog
14 6 (0.54%) Opsview
15 5 (0.45%) Graphite
15 5 (0.45%) Icinga
15 5 (0.45%) logstash
Vendors
1 168 (15.20%) Microsoft
2 90 (8.14%) Oracle
3 54 (4.89%) New Relic
4 53 (4.80%) Sitecore
5 51 (4.62%) Splunk
6 47 (4.25%) Google
7 36 (3.26%) AppDynamics
7 36 (3.26%) Atlassian
8 35 (3.17%) Red Hat
9 34 (3.08%) VMware
10 24 (2.17%) FXall
11 19 (1.72%) SAP
11 19 (1.72%) Sybase
12 17 (1.54%) HP
12 17 (1.54%) IBM
13 14 (1.27%) Calypso
13 14 (1.27%) Charles River
13 14 (1.27%) SimCorp
13 14 (1.27%) TIBCO
14 13 (1.18%) Dynatrace