Period
to 21 October 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Multithreading skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Multithreading over the 6 months to 21 October 2017 with a comparison to the same period in the previous 2 years.

Multithreaded
UK
6 months to
21 Oct 2017
Same period 2016 Same period 2015
Rank 174 205 190
Rank change year-on-year +31 -15 -22
Permanent jobs citing Multithreading 3497 3174 3921
As % of all permanent IT jobs advertised in the UK 2.01% 1.66% 1.79%
As % of the Processes & Methodologies category 2.23% 1.86% 2.02%
Number of salaries quoted 2291 2863 3440
UK median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - -
10th Percentile £36,250 £35,000 £35,000
90th Percentile £100,000 £97,500 £92,500
UK excluding London median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

Multithreading is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 156565 170492 194103
As % of all permanent IT jobs advertised in the UK 89.94% 89.23% 88.60%
Number of salaries quoted 123230 141844 159582
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £76,250
UK excluding London median annual salary £43,500 £42,500 £42,500
% change year-on-year +2.35% - +6.25%

Multithreading
Job Vacancy Trend

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

Job vacancy trend for Multithreading in the UK

Multithreading
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Multithreading.

Salary trend for Multithreading in the UK

Multithreading
Salary Histogram

The salary distribution of IT jobs citing Multithreading over the 6 months to 21 October 2017.

Salary histogram for Multithreading in the UK

Multithreading
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Multithreading within the UK over the 6 months to 21 October 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +23 3347 £62,500 +4.17% 189
London +36 2307 £70,000 - 108
UK excluding London +13 1176 £50,000 - 90
East of England +47 376 £50,000 - 34
South East -50 354 £47,500 -5.00% 27
North of England +10 145 £42,500 -5.56% 10
North West -18 122 £45,000 - 8
South West -14 104 £45,000 -18.18% 3
Scotland +37 102 £52,500 +7.69% 5
Midlands +31 78 £42,500 -15.00% 7
East Midlands +29 48 £40,500 -19.00% 3
West Midlands +25 38 £30,000 -42.86% 4
Northern Ireland -15 18 £46,250 +32.14%
Yorkshire +17 14 £45,000 - 1
Wales +10 10 £42,500 - 4
North East +23 9 £25,000 -50.00% 1

For the 6 months to 21 October 2017, IT jobs citing Multithreading also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Multithreading.

1 2210 (63.20%) Java
2 1928 (55.13%) Agile Software Development
3 1630 (46.61%) Finance
4 1206 (34.49%) Banking
5 1154 (33.00%) C#
6 978 (27.97%) Investment Banking
7 945 (27.02%) Software Engineering
8 907 (25.94%) TDD
9 898 (25.68%) OO
10 826 (23.62%) Asset Management
11 824 (23.56%) Wealth Management
11 824 (23.56%) Low Latency
12 820 (23.45%) Retail Banking
13 802 (22.93%) SQL
14 777 (22.22%) C++
15 769 (21.99%) .NET
16 690 (19.73%) Scrum
17 665 (19.02%) Multithreaded Programming
18 626 (17.90%) Spring
19 607 (17.36%) SQL Server
20 566 (16.19%) JavaScript
21 559 (15.99%) Continuous Integration
22 543 (15.53%) Degree
23 527 (15.07%) BDD
23 527 (15.07%) Concurrent Programming
24 519 (14.84%) Computer Science
25 516 (14.76%) Front Office
26 508 (14.53%) SDLC
27 507 (14.50%) MVC
28 492 (14.07%) Linux

Multithreading
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
1 261 (7.46%) Tomcat
2 204 (5.83%) Elasticsearch
3 148 (4.23%) Apache
3 148 (4.23%) JBoss
4 81 (2.32%) WebSphere
5 80 (2.29%) Apache Spark
6 71 (2.03%) WebLogic
7 64 (1.83%) Jetty
8 52 (1.49%) Apache Solr
9 44 (1.26%) Oracle Workflow
10 42 (1.20%) CMS
11 31 (0.89%) WebSphere Application Server
12 26 (0.74%) OpenStack
13 25 (0.71%) Oracle Coherence
14 21 (0.60%) IIS
15 19 (0.54%) GemFire
16 17 (0.49%) Oracle SOA Suite
16 17 (0.49%) Umbraco
17 16 (0.46%) Confluence
17 16 (0.46%) WildFly
Applications
1 26 (0.74%) Microsoft Excel
2 13 (0.37%) Microsoft Office
3 6 (0.17%) Doxygen
4 5 (0.14%) Microsoft PowerPoint
5 4 (0.11%) Spreadsheet
6 2 (0.057%) MS Visio
6 2 (0.057%) Simulink
Business Applications
1 19 (0.54%) Oracle EBS
2 13 (0.37%) MetaTrader
3 7 (0.20%) ION MarketView
3 7 (0.20%) RMDS
4 4 (0.11%) Front Arena
5 2 (0.057%) BusinessWorks
5 2 (0.057%) Tradar
6 1 (0.029%) Oracle BPM
6 1 (0.029%) Oracle Cash Management
6 1 (0.029%) Payment Gateway
6 1 (0.029%) Summit
Cloud Services
1 299 (8.55%) Amazon AWS
2 255 (7.29%) Microsoft Azure
3 69 (1.97%) SaaS
4 37 (1.06%) Cloud Computing
4 37 (1.06%) GitHub
5 28 (0.80%) Google Cloud Platform
6 11 (0.31%) IaaS
7 10 (0.29%) Google Play
8 8 (0.23%) PaaS
9 7 (0.20%) Bluemix
9 7 (0.20%) IBM Cloud
9 7 (0.20%) npm
9 7 (0.20%) Office 365
10 4 (0.11%) Dropbox
10 4 (0.11%) Google Drive
11 3 (0.086%) Google App Engine
12 2 (0.057%) OpenShift
13 1 (0.029%) Amazon EC2
13 1 (0.029%) Amazon SQS
13 1 (0.029%) AWS Lambda
Communications & Networking
1 72 (2.06%) TCP/IP
2 65 (1.86%) HTTP
3 44 (1.26%) Internet
4 39 (1.12%) Wireless
5 23 (0.66%) AMQP
6 16 (0.46%) Broadband
6 16 (0.46%) SMPP
7 13 (0.37%) SSL
8 10 (0.29%) 3G
8 10 (0.29%) 4G
8 10 (0.29%) OpenVPN
9 9 (0.26%) Intranet
9 9 (0.26%) RS-232
10 8 (0.23%) Ethernet
10 8 (0.23%) Firewall
10 8 (0.23%) RTP
11 7 (0.20%) DHCP
11 7 (0.20%) LTE
11 7 (0.20%) SNMP
11 7 (0.20%) UMTS
Database & Business Intelligence
1 607 (17.36%) SQL Server
2 389 (11.12%) NoSQL
3 317 (9.06%) MongoDB
4 313 (8.95%) Relational Database
5 311 (8.89%) Big Data
6 276 (7.89%) Apache Cassandra
7 220 (6.29%) Hadoop
8 190 (5.43%) Redis
9 166 (4.75%) RDBMS
10 151 (4.32%) MySQL
11 114 (3.26%) SQL Server 2014
12 97 (2.77%) Neo4j
13 51 (1.46%) Riak
14 50 (1.43%) Couchbase
15 48 (1.37%) PostgreSQL
16 44 (1.26%) Oracle Database
17 40 (1.14%) HBase
18 34 (0.97%) Blockchain
19 32 (0.92%) SQL Server 2012
20 29 (0.83%) InterSystems Cache
Development Applications
1 316 (9.04%) Git (software)
2 293 (8.38%) TeamCity
3 263 (7.52%) JIRA
4 249 (7.12%) JUnit
5 240 (6.86%) Maven
6 186 (5.32%) Subversion
7 164 (4.69%) Visual Studio
8 156 (4.46%) Jenkins
9 92 (2.63%) NUnit
10 76 (2.17%) Ant
11 72 (2.06%) Hudson
12 71 (2.03%) jMock
13 66 (1.89%) Cucumber
14 64 (1.83%) Team Foundation Server
15 53 (1.52%) Selenium
16 51 (1.46%) EasyMock
16 51 (1.46%) Mockito
17 49 (1.40%) Mercurial
17 49 (1.40%) Rhino Mocks
18 46 (1.32%) Moq
General
1 1630 (46.61%) Finance
2 1206 (34.49%) Banking
3 978 (27.97%) Investment Banking
4 820 (23.45%) Retail Banking
5 516 (14.76%) Front Office
6 259 (7.41%) Games
7 107 (3.06%) Telecoms
8 75 (2.14%) Marketing
9 73 (2.09%) Retail
10 54 (1.54%) Manufacturing
11 53 (1.52%) Electronics
12 33 (0.94%) Back Office
13 27 (0.77%) Publishing
14 25 (0.71%) Legal
15 22 (0.63%) Aerospace
16 15 (0.43%) Financial Institution
17 14 (0.40%) Law
18 11 (0.31%) General Ledger
19 9 (0.26%) Automotive
20 4 (0.11%) Advertising
Job Titles
1 2382 (68.12%) Developer
2 1217 (34.80%) Java Developer
3 610 (17.44%) Software Engineer
4 500 (14.30%) Senior Developer
5 448 (12.81%) C# Developer
6 405 (11.58%) .NET Developer
7 290 (8.29%) Senior Java Developer
8 248 (7.09%) C++ Developer
9 237 (6.78%) Software Developer
10 232 (6.63%) Senior Software Engineer
11 214 (6.12%) C++ Software Engineer
12 178 (5.09%) C# .NET Developer
13 172 (4.92%) Electronic Trading Developer
14 151 (4.32%) Lead Developer
15 141 (4.03%) Java Engineer
16 133 (3.80%) Core Java Developer
17 99 (2.83%) Quantitative Developer
18 98 (2.80%) Graduate
19 97 (2.77%) Technical Leader
20 94 (2.69%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 769 (21.99%) .NET
2 626 (17.90%) Spring
3 487 (13.93%) HTML
4 477 (13.64%) Web Services
5 476 (13.61%) AngularJS
6 405 (11.58%) WPF
7 385 (11.01%) RESTful
8 354 (10.12%) REST
9 347 (9.92%) Hibernate
10 340 (9.72%) CSS
11 327 (9.35%) ASP.NET
12 323 (9.24%) XML
13 278 (7.95%) ASP.NET MVC
14 266 (7.61%) WCF
15 238 (6.81%) HTML5
16 222 (6.35%) ASP.NET Web API
17 207 (5.92%) J2EE
18 205 (5.86%) RabbitMQ
19 199 (5.69%) JSON
20 178 (5.09%) FIX Protocol
Miscellaneous
1 519 (14.84%) Computer Science
2 429 (12.27%) Analytical Skills
3 406 (11.61%) Foreign Exchange (FX)
4 385 (11.01%) Algorithms
5 341 (9.75%) Derivative
6 284 (8.12%) Greenfield Project
7 251 (7.18%) Data Structures
8 190 (5.43%) Fixed Income
9 187 (5.35%) Fintech
10 177 (5.06%) User Experience
11 168 (4.80%) Equities
12 162 (4.63%) Equity Derivative
13 126 (3.60%) Enterprise Software
14 106 (3.03%) Hedge funds
15 77 (2.20%) Client/Server
16 65 (1.86%) Mobile App
17 50 (1.43%) Linux Command Line
18 31 (0.89%) Robotics
18 31 (0.89%) Smart City
19 28 (0.80%) Field-Programmable Gate Array
Operating Systems
1 492 (14.07%) Linux
2 436 (12.47%) Windows
3 322 (9.21%) Unix
4 85 (2.43%) Android
5 75 (2.14%) Apple iOS
6 33 (0.94%) Windows Embedded Compact
7 21 (0.60%) Solaris
8 16 (0.46%) Embedded Linux
8 16 (0.46%) Windows 7
9 15 (0.43%) Windows 10
10 12 (0.34%) Windows XP
11 9 (0.26%) Mac OS
12 8 (0.23%) CoreOS
12 8 (0.23%) Mac OS X
13 6 (0.17%) Oracle Linux
14 5 (0.14%) AIX
14 5 (0.14%) Windows Server
15 2 (0.057%) CentOS
15 2 (0.057%) Debian
15 2 (0.057%) Red Hat Enterprise Linux
Processes & Methodologies
1 1928 (55.13%) Agile Software Development
2 945 (27.02%) Software Engineering
3 907 (25.94%) TDD
4 898 (25.68%) OO
5 826 (23.62%) Asset Management
6 824 (23.56%) Low Latency
6 824 (23.56%) Wealth Management
7 690 (19.73%) Scrum
8 665 (19.02%) Multithreaded Programming
9 559 (15.99%) Continuous Integration
10 527 (15.07%) BDD
10 527 (15.07%) Concurrent Programming
11 508 (14.53%) SDLC
12 507 (14.50%) MVC
13 363 (10.38%) OOD
14 334 (9.55%) Kanban
15 331 (9.47%) Unit Testing
16 325 (9.29%) OOP
17 285 (8.15%) Electronic Trading
18 276 (7.89%) Test Automation
Programming Languages
1 2210 (63.20%) Java
2 1154 (33.00%) C#
3 802 (22.93%) SQL
4 777 (22.22%) C++
5 566 (16.19%) JavaScript
6 431 (12.32%) Python
7 258 (7.38%) C
8 176 (5.03%) Ruby
9 174 (4.98%) F#
10 129 (3.69%) Scala
11 101 (2.89%) Shell Script
12 95 (2.72%) T-SQL
13 84 (2.40%) TypeScript
14 82 (2.34%) Groovy
15 66 (1.89%) Perl
16 64 (1.83%) Bash Shell
17 38 (1.09%) PL/SQL
18 37 (1.06%) PowerShell
19 30 (0.86%) Go
20 28 (0.80%) XAML
Qualifications
1 543 (15.53%) Degree
2 183 (5.23%) Computer Science Degree
3 86 (2.46%) PhD
4 30 (0.86%) Master's Degree
5 19 (0.54%) Sun Certification
6 17 (0.49%) Microsoft Certification
7 14 (0.40%) Numerate Degree
8 13 (0.37%) Security Cleared
9 9 (0.26%) OCMJD
9 9 (0.26%) OCPJP
9 9 (0.26%) OCPJWCD
9 9 (0.26%) Oracle Certification
10 7 (0.20%) CCNA
10 7 (0.20%) Cisco Certification
10 7 (0.20%) CISSP
10 7 (0.20%) GIAC
10 7 (0.20%) Linux+ Certification
10 7 (0.20%) Network+ Certification
10 7 (0.20%) SANS
10 7 (0.20%) SSCP
Quality Assurance & Compliance
1 243 (6.95%) QA
2 5 (0.14%) DO-178B
2 5 (0.14%) MIL-STD-498
2 5 (0.14%) MISRA
3 4 (0.11%) 21 CFR Part 11
3 4 (0.11%) MISRA C
3 4 (0.11%) SLA
4 3 (0.086%) ISO 13485
4 3 (0.086%) ISO 9001
5 2 (0.057%) IEC 62304
5 2 (0.057%) JTAG
5 2 (0.057%) PCI DSS
6 1 (0.029%) MiFID
System Software
1 118 (3.37%) Docker
2 11 (0.31%) Virtual Machines
3 9 (0.26%) Apache Flume
4 5 (0.14%) Apache ZooKeeper
5 4 (0.11%) Firmware
5 4 (0.11%) LXC
5 4 (0.11%) NFS
5 4 (0.11%) Samba
5 4 (0.11%) Virtual Desktop
5 4 (0.11%) VMware ESXi
5 4 (0.11%) VMware Infrastructure
5 4 (0.11%) VMware NSX
6 3 (0.086%) HDFS
7 2 (0.057%) Active Directory
7 2 (0.057%) vSphere
Systems Management
1 150 (4.29%) Kibana
2 75 (2.14%) Business Desktop Deployment
3 74 (2.12%) WSUS
4 57 (1.63%) Ansible
5 56 (1.60%) Puppet
6 46 (1.32%) Opscode Chef
7 25 (0.71%) logstash
8 24 (0.69%) Salt
9 16 (0.46%) Cobbler
10 9 (0.26%) Nagios
11 4 (0.11%) Consul
11 4 (0.11%) Grafana
11 4 (0.11%) Graphite
11 4 (0.11%) Icinga
11 4 (0.11%) Kubernetes
11 4 (0.11%) Mesos
11 4 (0.11%) vCenter Server
12 2 (0.057%) Control-M
12 2 (0.057%) Prometheus
13 1 (0.029%) MOM
Vendors
1 405 (11.58%) Oracle
2 314 (8.98%) Microsoft
3 143 (4.09%) Google
4 131 (3.75%) Sybase
5 104 (2.97%) ION Trading
6 82 (2.34%) TIBCO
7 81 (2.32%) Murex
8 65 (1.86%) Sun
9 57 (1.63%) Perforce
10 53 (1.52%) CA Agile Central
11 38 (1.09%) IBM
12 36 (1.03%) SAP
13 22 (0.63%) StreamBase
14 21 (0.60%) Apple
15 13 (0.37%) Atlassian
16 12 (0.34%) Infragistics
16 12 (0.34%) Intel
17 11 (0.31%) Solace
17 11 (0.31%) Terracotta
18 10 (0.29%) Samsung