Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
UK
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 203 195 169
Rank change year-on-year -8 -26 +20
Permanent jobs citing Multithreading 2,905 3,127 4,183
As % of all permanent IT jobs advertised in the UK 1.66% 1.78% 1.98%
As % of the Processes & Methodologies category 1.85% 1.99% 2.23%
Number of salaries quoted 2,395 2,758 3,717
UK median annual salary £57,500 £60,000 £60,000
Median salary % change year-on-year -4.17% - +3.45%
10th Percentile £35,250 £36,750 £36,250
90th Percentile £97,000 £96,250 £95,000
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 157,432 157,308 187,549
As % of all permanent IT jobs advertised in the UK 89.88% 89.54% 88.84%
Number of salaries quoted 128,025 129,519 155,322
UK median annual salary £50,000 £48,500 £47,500
Median salary % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £29,000 £28,250 £27,500
90th Percentile £81,250 £78,750 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 24 February 2018.

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 24 February 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -12 2,758 £57,500 -8.00% 361
London -41 1,543 £70,000 - 215
UK excluding London +23 1,340 £50,000 - 171
East of England +52 449 £53,500 +7.00% 61
South East +7 427 £50,000 - 43
North of England -8 163 £45,000 -1.10% 19
North West +9 138 £50,000 - 12
Midlands +45 107 £45,000 - 11
Scotland +38 104 £52,500 +23.53% 11
South West -53 73 £45,000 -25.00% 12
East Midlands +32 63 £40,500 -10.00% 2
West Midlands +23 52 £40,000 -20.00% 9
Yorkshire +2 19 £45,000 -1.10% 6
Wales 0 16 £40,000 -5.88% 9
Northern Ireland -9 12 £33,250 -5.00% 5
North East -28 6 £37,500 +50.00% 1

For the 6 months to 24 February 2018, IT jobs citing Multithreading also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Multithreading.

1 1,560 (53.70%) Java
2 1,487 (51.19%) Agile Software Development
3 1,028 (35.39%) C#
4 963 (33.15%) Software Engineering
5 935 (32.19%) Finance
6 932 (32.08%) C++
7 797 (27.44%) TDD
8 727 (25.03%) OO
9 717 (24.68%) SQL
10 683 (23.51%) .NET
11 611 (21.03%) Linux
12 571 (19.66%) Python
13 513 (17.66%) Degree
14 500 (17.21%) Computer Science
15 498 (17.14%) SQL Server
16 492 (16.94%) Multithreaded Programming
17 483 (16.63%) Banking
18 476 (16.39%) Spring
19 460 (15.83%) Windows
20 445 (15.32%) Low Latency
21 434 (14.94%) JavaScript
22 409 (14.08%) Algorithms
23 380 (13.08%) C
24 376 (12.94%) Web Services
24 376 (12.94%) WPF
24 376 (12.94%) Concurrent Programming
25 374 (12.87%) Scrum
26 373 (12.84%) RESTful
27 371 (12.77%) MVC
28 364 (12.53%) AngularJS

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
1 225 (7.75%) Elasticsearch
2 125 (4.30%) Tomcat
3 56 (1.93%) WebLogic
4 55 (1.89%) Apache Spark
4 55 (1.89%) JBoss
5 52 (1.79%) Jetty
5 52 (1.79%) WebSphere
6 51 (1.76%) Apache
7 18 (0.62%) Oracle Coherence
8 15 (0.52%) IIS
8 15 (0.52%) Oracle SOA Suite
9 14 (0.48%) CMS
10 11 (0.38%) Apache Pig
10 11 (0.38%) WebSphere Application Server
11 10 (0.34%) Apache Solr
12 9 (0.31%) MQSeries
12 9 (0.31%) Oracle Workflow
13 7 (0.24%) Confluence
14 5 (0.17%) Liferay
15 4 (0.14%) nginx
Applications
1 9 (0.31%) Doxygen
2 7 (0.24%) Microsoft Excel
3 5 (0.17%) Maya
4 4 (0.14%) Spreadsheet
5 2 (0.069%) MS Visio
5 2 (0.069%) Photoshop
5 2 (0.069%) S-PLUS
6 1 (0.034%) 3ds Max
6 1 (0.034%) Microsoft Office
6 1 (0.034%) ZBrush
Business Applications
1 11 (0.38%) Oracle EBS
2 9 (0.31%) RMDS
3 6 (0.21%) MetaTrader
4 4 (0.14%) SAP Hybris
4 4 (0.14%) SDL Web 8
5 2 (0.069%) Distributed Ledger
5 2 (0.069%) ION MarketView
5 2 (0.069%) Payment Gateway
6 1 (0.034%) Advent Moxy
6 1 (0.034%) BusinessWorks
6 1 (0.034%) Front Arena
6 1 (0.034%) Summit
6 1 (0.034%) Tradar
Cloud Services
1 292 (10.05%) Microsoft Azure
2 290 (9.98%) Amazon AWS
3 57 (1.96%) SaaS
4 42 (1.45%) Cloud Computing
5 31 (1.07%) Google Cloud Platform
6 30 (1.03%) GitHub
7 18 (0.62%) Bluemix
7 18 (0.62%) IBM Cloud
8 10 (0.34%) Amazon SQS
8 10 (0.34%) npm
9 9 (0.31%) Google Play
10 6 (0.21%) IaaS
10 6 (0.21%) PaaS
11 3 (0.10%) Serverless
12 1 (0.034%) Amazon EC2
12 1 (0.034%) AWS CloudFormation
12 1 (0.034%) AWS Lambda
12 1 (0.034%) Cortana Intelligence Suite
12 1 (0.034%) OpenShift
12 1 (0.034%) Slack
Communications & Networking
1 154 (5.30%) TCP/IP
2 84 (2.89%) HTTP
3 50 (1.72%) Internet
4 47 (1.62%) Wireless
5 34 (1.17%) Asterisk PBX
5 34 (1.17%) Diameter Protocol
5 34 (1.17%) GGSN
5 34 (1.17%) GSM
5 34 (1.17%) LTE
5 34 (1.17%) MGW
5 34 (1.17%) PBX
5 34 (1.17%) RANAP
5 34 (1.17%) RTP
5 34 (1.17%) SGSN
5 34 (1.17%) UMTS
5 34 (1.17%) Wireshark
6 23 (0.79%) Network Security
7 16 (0.55%) AMQP
7 16 (0.55%) SMPP
8 15 (0.52%) Firewall
Database & Business Intelligence
1 498 (17.14%) SQL Server
2 307 (10.57%) MongoDB
3 275 (9.47%) NoSQL
4 215 (7.40%) Big Data
5 128 (4.41%) Relational Database
6 126 (4.34%) Hadoop
7 113 (3.89%) MySQL
8 98 (3.37%) SQL Server 2014
9 86 (2.96%) Apache Cassandra
10 85 (2.93%) RDBMS
11 76 (2.62%) Redis
12 74 (2.55%) SQL Server 2016
13 52 (1.79%) Oracle Database
14 37 (1.27%) HBase
15 35 (1.20%) Riak
16 34 (1.17%) Blockchain
16 34 (1.17%) Couchbase
17 27 (0.93%) PostgreSQL
18 19 (0.65%) SQL Server 2008
19 13 (0.45%) Hazelcast
Development Applications
1 332 (11.43%) Git (software)
2 222 (7.64%) TeamCity
3 179 (6.16%) Subversion
4 177 (6.09%) Maven
5 148 (5.09%) Visual Studio
6 139 (4.78%) JUnit
7 132 (4.54%) JIRA
8 108 (3.72%) Jenkins
9 92 (3.17%) Gradle
10 58 (2.00%) Mockito
11 51 (1.76%) NUnit
12 48 (1.65%) Cucumber
13 45 (1.55%) Selenium
14 43 (1.48%) Vagrant
15 40 (1.38%) GDB
16 39 (1.34%) Team Foundation Server
17 37 (1.27%) GCC
18 36 (1.24%) Moq
18 36 (1.24%) MSTest
19 34 (1.17%) Trac
General
1 935 (32.19%) Finance
2 483 (16.63%) Banking
3 301 (10.36%) Front Office
4 279 (9.60%) Games
5 268 (9.23%) Investment Banking
6 138 (4.75%) Retail Banking
7 117 (4.03%) Telecoms
8 65 (2.24%) Retail
9 50 (1.72%) Electronics
10 39 (1.34%) Online Betting
11 33 (1.14%) Financial Institution
12 25 (0.86%) Legal
12 25 (0.86%) Manufacturing
13 21 (0.72%) Advertising
13 21 (0.72%) Marketing
14 20 (0.69%) Automotive
14 20 (0.69%) Back Office
15 14 (0.48%) Aerospace
16 11 (0.38%) General Ledger
16 11 (0.38%) Multimedia
Job Titles
1 1,933 (66.54%) Developer
2 876 (30.15%) Java Developer
3 627 (21.58%) Software Engineer
4 365 (12.56%) Senior Developer
5 354 (12.19%) .NET Developer
6 322 (11.08%) C# Developer
7 311 (10.71%) C++ Software Engineer
8 226 (7.78%) Senior Software Engineer
9 222 (7.64%) C++ Developer
10 190 (6.54%) Senior Java Developer
11 187 (6.44%) Software Developer
12 151 (5.20%) Java Engineer
13 130 (4.48%) C# .NET Developer
13 130 (4.48%) Graduate
14 111 (3.82%) Messaging Developer
15 110 (3.79%) Java Software Engineer
16 99 (3.41%) Junior
17 93 (3.20%) Graduate Developer
18 88 (3.03%) Junior Developer
19 84 (2.89%) C# Software Engineer
Libraries, Frameworks & Software Standards
1 683 (23.51%) .NET
2 476 (16.39%) Spring
3 376 (12.94%) Web Services
3 376 (12.94%) WPF
4 373 (12.84%) RESTful
5 364 (12.53%) AngularJS
6 353 (12.15%) HTML
7 314 (10.81%) ASP.NET
8 274 (9.43%) XML
9 268 (9.23%) REST
10 250 (8.61%) ASP.NET MVC
11 244 (8.40%) CSS
12 230 (7.92%) WCF
13 229 (7.88%) ASP.NET Web API
14 223 (7.68%) RabbitMQ
15 221 (7.61%) HTML5
16 213 (7.33%) Hibernate
17 210 (7.23%) KnockoutJS
18 182 (6.27%) J2EE
18 182 (6.27%) STL
Miscellaneous
1 500 (17.21%) Computer Science
2 409 (14.08%) Algorithms
3 268 (9.23%) Greenfield Project
4 213 (7.33%) Foreign Exchange (FX)
5 204 (7.02%) Analytical Skills
6 177 (6.09%) Fintech
7 149 (5.13%) Data Structures
8 128 (4.41%) Equities
9 121 (4.17%) Derivative
10 95 (3.27%) Fixed Income
11 90 (3.10%) Client/Server
12 78 (2.69%) Hedge funds
13 68 (2.34%) Enterprise Software
14 62 (2.13%) CUDA
15 56 (1.93%) Mobile App
16 51 (1.76%) User Experience
17 47 (1.62%) Robotics
18 45 (1.55%) Online Games
19 39 (1.34%) Equity Derivative
19 39 (1.34%) Over-the-Top Content
Operating Systems
1 611 (21.03%) Linux
2 460 (15.83%) Windows
3 262 (9.02%) Unix
4 112 (3.86%) Android
5 82 (2.82%) Apple iOS
6 30 (1.03%) Embedded Linux
7 21 (0.72%) Solaris
8 16 (0.55%) Windows Embedded Compact
9 15 (0.52%) CoreOS
10 12 (0.41%) Mac OS X
11 8 (0.28%) Oracle Linux
12 7 (0.24%) AIX
12 7 (0.24%) FreeRTOS
12 7 (0.24%) SafeRTOS
12 7 (0.24%) Windows 10
12 7 (0.24%) Windows 7
12 7 (0.24%) Windows 8
13 4 (0.14%) Windows Server
14 3 (0.10%) Mac OS
15 2 (0.069%) Ubuntu
Processes & Methodologies
1 1,487 (51.19%) Agile Software Development
2 963 (33.15%) Software Engineering
3 797 (27.44%) TDD
4 727 (25.03%) OO
5 492 (16.94%) Multithreaded Programming
6 445 (15.32%) Low Latency
7 376 (12.94%) Concurrent Programming
8 374 (12.87%) Scrum
9 371 (12.77%) MVC
10 314 (10.81%) Continuous Integration
11 282 (9.71%) Mathematics
12 281 (9.67%) Kanban
13 258 (8.88%) Microservices
14 254 (8.74%) BDD
15 251 (8.64%) OOP
16 247 (8.50%) SDLC
17 241 (8.30%) Unit Testing
18 237 (8.16%) Test Automation
19 233 (8.02%) Dependency Injection
20 203 (6.99%) OOD
Programming Languages
1 1,560 (53.70%) Java
2 1,028 (35.39%) C#
3 932 (32.08%) C++
4 717 (24.68%) SQL
5 571 (19.66%) Python
6 434 (14.94%) JavaScript
7 380 (13.08%) C
8 239 (8.23%) Ruby
9 208 (7.16%) F#
10 126 (4.34%) Scala
11 87 (2.99%) Bash Shell
12 58 (2.00%) Shell Script
12 58 (2.00%) T-SQL
13 45 (1.55%) Kotlin
14 41 (1.41%) TypeScript
15 39 (1.34%) PHP
16 38 (1.31%) Objective-C
17 33 (1.14%) Go
17 33 (1.14%) Perl
18 31 (1.07%) Apple Swift
Qualifications
1 513 (17.66%) Degree
2 156 (5.37%) Computer Science Degree
3 149 (5.13%) PhD
4 25 (0.86%) Sun Certification
5 24 (0.83%) Security Cleared
6 20 (0.69%) Microsoft Certification
7 16 (0.55%) Numerate Degree
8 13 (0.45%) CCNA
8 13 (0.45%) Cisco Certification
8 13 (0.45%) CISSP
8 13 (0.45%) GIAC
8 13 (0.45%) Linux+ Certification
8 13 (0.45%) MCSE
8 13 (0.45%) Network+ Certification
8 13 (0.45%) SANS
8 13 (0.45%) SSCP
9 12 (0.41%) CompTIA Security+
10 9 (0.31%) Master's Degree
10 9 (0.31%) OCPJWCD
10 9 (0.31%) Oracle Certification
Quality Assurance & Compliance
1 107 (3.68%) QA
2 9 (0.31%) MISRA
2 9 (0.31%) MISRA C
3 7 (0.24%) ISO 13485
3 7 (0.24%) ISO 9001
4 5 (0.17%) GDPR
4 5 (0.17%) IEC 62304
5 4 (0.14%) DO-178B
5 4 (0.14%) MiFID
5 4 (0.14%) MIL-STD-498
5 4 (0.14%) OIPF
5 4 (0.14%) SLA
6 3 (0.10%) JTAG
7 2 (0.069%) 21 CFR Part 11
7 2 (0.069%) ISO 26262
8 1 (0.034%) EMIR
8 1 (0.034%) ISO/IEC 27001
8 1 (0.034%) PCI DSS
8 1 (0.034%) PMO
System Software
1 175 (6.02%) Docker
2 12 (0.41%) vSphere
3 7 (0.24%) Firmware
4 5 (0.17%) GridGain
5 4 (0.14%) Apache ZooKeeper
5 4 (0.14%) NFS
5 4 (0.14%) Samba
5 4 (0.14%) VMware ESXi
5 4 (0.14%) VMware NSX
6 3 (0.10%) VMware Infrastructure
7 2 (0.069%) Virtual Machines
8 1 (0.034%) HDFS
8 1 (0.034%) VirtualBox
Systems Management
1 174 (5.99%) Kibana
2 116 (3.99%) Business Desktop Deployment
3 114 (3.92%) WSUS
4 61 (2.10%) Ansible
5 49 (1.69%) Puppet
6 33 (1.14%) Opscode Chef
7 24 (0.83%) Cobbler
8 12 (0.41%) Kubernetes
8 12 (0.41%) Salt
9 10 (0.34%) Hadoop YARN
10 7 (0.24%) Consul
11 6 (0.21%) vCenter Server
12 4 (0.14%) logstash
12 4 (0.14%) Nagios
12 4 (0.14%) Prometheus
12 4 (0.14%) systemd
12 4 (0.14%) Terraform
13 2 (0.069%) Grafana
13 2 (0.069%) MOM
13 2 (0.069%) ZABBIX
Vendors
1 324 (11.15%) Oracle
2 288 (9.91%) Microsoft
3 150 (5.16%) Google
4 74 (2.55%) TIBCO
5 48 (1.65%) IBM
6 34 (1.17%) Cisco
7 31 (1.07%) Sybase
8 24 (0.83%) Apple
8 24 (0.83%) Solace
9 19 (0.65%) Sun
10 18 (0.62%) SAP
11 17 (0.59%) Murex
12 16 (0.55%) Terracotta
12 16 (0.55%) Xamarin
13 15 (0.52%) Intel
13 15 (0.52%) StreamBase
14 13 (0.45%) Atlassian
15 12 (0.41%) Facebook
15 12 (0.41%) ION Trading
15 12 (0.41%) Reuters