Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
UK
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 227 186 180
Rank change year-on-year -41 -6 +19
Permanent jobs citing Multithreading 2,651 3,172 3,854
As % of all permanent IT jobs advertised in the UK 1.50% 1.85% 1.90%
As % of the Processes & Methodologies category 1.65% 2.05% 2.11%
Number of salaries quoted 2,298 2,790 3,415
UK median annual salary £55,000 £60,000 £60,000
Median salary % change year-on-year -8.33% - -
10th Percentile £36,250 £37,500 £36,250
90th Percentile £97,500 £95,000 £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 161,014 154,894 182,860
As % of all permanent IT jobs advertised in the UK 90.83% 90.44% 89.97%
Number of salaries quoted 130,470 127,500 151,953
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £29,250 £27,875 £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% - +4.94%

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 23 April 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 23 April 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 -47 2,509 £57,500 -4.17% 351
London -62 1,383 £70,000 +3.70% 228
UK excluding London +3 1,248 £50,000 - 140
South East +1 415 £50,000 -4.76% 50
East of England +41 390 £52,500 +16.67% 38
North of England -56 161 £45,000 - 13
North West -40 129 £45,000 - 10
Scotland +16 105 £52,500 -25.00% 11
Midlands +7 92 £45,000 - 11
South West -51 67 £42,500 -15.00% 11
West Midlands +16 47 £45,000 - 9
East Midlands +6 46 £45,000 - 2
Yorkshire +7 20 £45,000 -5.26% 2
Wales +1 14 £40,000 -5.88% 4
North East -28 12 £47,500 +90.00% 1
Northern Ireland -3 7 £33,250 -39.55% 2

For the 6 months to 23 April 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 1,389 (52.40%) Java
2 1,308 (49.34%) Agile Software Development
3 959 (36.18%) C#
4 910 (34.33%) Software Engineering
5 876 (33.04%) C++
6 726 (27.39%) Finance
7 724 (27.31%) TDD
8 705 (26.59%) SQL
9 640 (24.14%) .NET
10 616 (23.24%) OO
11 598 (22.56%) Linux
12 539 (20.33%) Python
13 456 (17.20%) SQL Server
14 439 (16.56%) Computer Science
15 425 (16.03%) Spring
16 422 (15.92%) Multithreaded Programming
17 417 (15.73%) Windows
18 411 (15.50%) Degree
19 400 (15.09%) JavaScript
20 389 (14.67%) Low Latency
21 382 (14.41%) Algorithms
22 376 (14.18%) Concurrent Programming
23 368 (13.88%) C
24 350 (13.20%) Git (software)
25 345 (13.01%) Web Services
26 343 (12.94%) WPF
27 342 (12.90%) Banking
28 339 (12.79%) MVC
29 325 (12.26%) RESTful
30 314 (11.84%) HTML

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
1 203 (7.66%) Elasticsearch
2 106 (4.00%) Tomcat
3 71 (2.68%) Apache Spark
4 65 (2.45%) Jetty
5 63 (2.38%) JBoss
6 62 (2.34%) WebLogic
7 44 (1.66%) Apache
8 38 (1.43%) WebSphere
9 21 (0.79%) Oracle SOA Suite
10 18 (0.68%) CMS
11 16 (0.60%) Apache Solr
11 16 (0.60%) IIS
12 13 (0.49%) Confluence
13 11 (0.41%) Apache Pig
14 8 (0.30%) Adobe Experience Manager
15 6 (0.23%) Liferay
16 5 (0.19%) IPython
17 4 (0.15%) BizTalk Server
17 4 (0.15%) Ethereum
18 3 (0.11%) WebSphere Application Server
Applications
1 11 (0.41%) Microsoft Excel
2 5 (0.19%) Maya
3 2 (0.075%) Doxygen
3 2 (0.075%) Photoshop
3 2 (0.075%) S-PLUS
4 1 (0.038%) 3ds Max
4 1 (0.038%) Microsoft Office
4 1 (0.038%) MS Visio
4 1 (0.038%) Spreadsheet
4 1 (0.038%) ZBrush
Business Applications
1 9 (0.34%) RMDS
2 8 (0.30%) SAP Hybris
2 8 (0.30%) SDL Web 8
3 3 (0.11%) Oracle EBS
4 2 (0.075%) Distributed Ledger
5 1 (0.038%) Advent Moxy
5 1 (0.038%) Dynamics CRM
5 1 (0.038%) ION MarketView
5 1 (0.038%) MetaTrader
5 1 (0.038%) Payment Gateway
Cloud Services
1 282 (10.64%) Amazon AWS
2 280 (10.56%) Microsoft Azure
3 55 (2.07%) SaaS
4 47 (1.77%) Cloud Computing
5 28 (1.06%) Google Cloud Platform
6 26 (0.98%) GitHub
7 23 (0.87%) Bluemix
7 23 (0.87%) IBM Cloud
8 19 (0.72%) Amazon SQS
9 12 (0.45%) IaaS
10 10 (0.38%) PaaS
11 4 (0.15%) npm
11 4 (0.15%) Serverless
12 3 (0.11%) Amazon EC2
12 3 (0.11%) Amazon S3
12 3 (0.11%) AWS CloudFormation
12 3 (0.11%) Google App Engine
12 3 (0.11%) NuGet
12 3 (0.11%) OpenShift
13 2 (0.075%) Google Play
Communications & Networking
1 150 (5.66%) TCP/IP
2 85 (3.21%) HTTP
3 42 (1.58%) Internet
4 34 (1.28%) GSM
4 34 (1.28%) LTE
4 34 (1.28%) UMTS
5 33 (1.24%) Asterisk PBX
5 33 (1.24%) Diameter Protocol
5 33 (1.24%) GGSN
5 33 (1.24%) MGW
5 33 (1.24%) PBX
5 33 (1.24%) RANAP
5 33 (1.24%) RTP
5 33 (1.24%) SGSN
5 33 (1.24%) Wireless
5 33 (1.24%) Wireshark
6 27 (1.02%) Network Security
7 24 (0.91%) Broadband
8 20 (0.75%) AMQP
9 17 (0.64%) SMPP
Database & Business Intelligence
1 456 (17.20%) SQL Server
2 286 (10.79%) MongoDB
3 274 (10.34%) NoSQL
4 197 (7.43%) Big Data
5 135 (5.09%) Hadoop
6 120 (4.53%) Relational Database
7 95 (3.58%) SQL Server 2016
8 94 (3.55%) MySQL
9 88 (3.32%) Apache Cassandra
10 84 (3.17%) RDBMS
11 82 (3.09%) Redis
12 73 (2.75%) SQL Server 2014
13 49 (1.85%) Riak
14 48 (1.81%) Couchbase
15 43 (1.62%) Oracle Database
16 37 (1.40%) HBase
17 33 (1.24%) Blockchain
18 22 (0.83%) Amazon DynamoDB
19 21 (0.79%) KDB
19 21 (0.79%) SQL Server 2008
Development Applications
1 350 (13.20%) Git (software)
2 206 (7.77%) TeamCity
3 198 (7.47%) Maven
4 173 (6.53%) Subversion
5 152 (5.73%) Visual Studio
6 129 (4.87%) Gradle
7 124 (4.68%) Jenkins
8 113 (4.26%) JUnit
9 103 (3.89%) JIRA
10 70 (2.64%) Selenium
11 59 (2.23%) Team Foundation Server
12 55 (2.07%) Cucumber
13 54 (2.04%) NUnit
13 54 (2.04%) Vagrant
14 45 (1.70%) MSTest
15 40 (1.51%) Moq
16 39 (1.47%) FitNesse
17 36 (1.36%) Mockito
18 34 (1.28%) Rhino Mocks
19 33 (1.24%) Atlassian Bamboo
General
1 726 (27.39%) Finance
2 342 (12.90%) Banking
3 285 (10.75%) Front Office
4 257 (9.69%) Games
5 133 (5.02%) Investment Banking
6 117 (4.41%) Telecoms
7 59 (2.23%) Retail
8 43 (1.62%) Electronics
9 40 (1.51%) Online Betting
10 37 (1.40%) Financial Institution
11 23 (0.87%) Advertising
12 21 (0.79%) Back Office
13 19 (0.72%) Automotive
13 19 (0.72%) Marketing
14 16 (0.60%) Manufacturing
15 13 (0.49%) Law
15 13 (0.49%) Legal
16 12 (0.45%) Aerospace
16 12 (0.45%) Multimedia
17 11 (0.41%) Prime Brokerage
Job Titles
1 1,848 (69.71%) Developer
2 831 (31.35%) Java Developer
3 541 (20.41%) Software Engineer
4 342 (12.90%) Senior Developer
5 323 (12.18%) .NET Developer
6 317 (11.96%) C# Developer
7 285 (10.75%) C++ Software Engineer
8 244 (9.20%) C++ Developer
9 190 (7.17%) Software Developer
10 178 (6.71%) Senior Java Developer
11 176 (6.64%) Senior Software Engineer
12 153 (5.77%) Java Engineer
13 140 (5.28%) C# .NET Developer
14 117 (4.41%) Graduate
15 102 (3.85%) Junior
16 98 (3.70%) Java Software Engineer
17 93 (3.51%) Junior Developer
18 92 (3.47%) Messaging Developer
19 88 (3.32%) Graduate Developer
20 85 (3.21%) C++ Software Developer
Libraries, Frameworks & Software Standards
1 640 (24.14%) .NET
2 425 (16.03%) Spring
3 345 (13.01%) Web Services
4 343 (12.94%) WPF
5 325 (12.26%) RESTful
6 314 (11.84%) HTML
7 307 (11.58%) AngularJS
8 305 (11.51%) ASP.NET
9 236 (8.90%) CSS
10 232 (8.75%) REST
11 229 (8.64%) WCF
12 223 (8.41%) ASP.NET MVC
12 223 (8.41%) XML
13 222 (8.37%) HTML5
14 208 (7.85%) RabbitMQ
15 202 (7.62%) ASP.NET Web API
16 195 (7.36%) Hibernate
17 183 (6.90%) KnockoutJS
18 172 (6.49%) STL
19 157 (5.92%) J2EE
Miscellaneous
1 439 (16.56%) Computer Science
2 382 (14.41%) Algorithms
3 255 (9.62%) Greenfield Project
4 179 (6.75%) Foreign Exchange (FX)
5 150 (5.66%) Fintech
6 144 (5.43%) Data Structures
7 141 (5.32%) Analytical Skills
8 112 (4.22%) Equities
9 81 (3.06%) Derivative
9 81 (3.06%) Hedge funds
10 75 (2.83%) Fixed Income
11 74 (2.79%) Enterprise Software
12 66 (2.49%) Client/Server
13 51 (1.92%) Online Games
14 49 (1.85%) CUDA
15 43 (1.62%) Robotics
16 42 (1.58%) Mobile App
17 40 (1.51%) Over-the-Top Content
18 34 (1.28%) User Experience
19 32 (1.21%) Smart City
Operating Systems
1 598 (22.56%) Linux
2 417 (15.73%) Windows
3 223 (8.41%) Unix
4 116 (4.38%) Android
5 68 (2.57%) Apple iOS
6 18 (0.68%) Embedded Linux
7 13 (0.49%) Solaris
8 11 (0.41%) Mac OS X
9 10 (0.38%) CoreOS
10 7 (0.26%) Windows 8
11 5 (0.19%) CentOS
11 5 (0.19%) Windows 10
11 5 (0.19%) Windows 7
12 4 (0.15%) FreeRTOS
12 4 (0.15%) Oracle Linux
13 3 (0.11%) AIX
13 3 (0.11%) Mac OS
13 3 (0.11%) Red Hat Enterprise Linux
13 3 (0.11%) Windows Embedded Compact
14 2 (0.075%) Fedora
Processes & Methodologies
1 1,308 (49.34%) Agile Software Development
2 910 (34.33%) Software Engineering
3 724 (27.31%) TDD
4 616 (23.24%) OO
5 422 (15.92%) Multithreaded Programming
6 389 (14.67%) Low Latency
7 376 (14.18%) Concurrent Programming
8 339 (12.79%) MVC
9 303 (11.43%) Scrum
10 296 (11.17%) Continuous Integration
11 274 (10.34%) Microservices
11 274 (10.34%) Problem-Solving
12 265 (10.00%) Mathematics
13 255 (9.62%) Kanban
14 242 (9.13%) Test Automation
15 227 (8.56%) Unit Testing
16 213 (8.03%) BDD
17 206 (7.77%) Dependency Injection
18 204 (7.70%) OOP
19 200 (7.54%) SDLC
Programming Languages
1 1,389 (52.40%) Java
2 959 (36.18%) C#
3 876 (33.04%) C++
4 705 (26.59%) SQL
5 539 (20.33%) Python
6 400 (15.09%) JavaScript
7 368 (13.88%) C
8 279 (10.52%) Java 8
9 218 (8.22%) Ruby
10 174 (6.56%) F#
11 135 (5.09%) Scala
12 88 (3.32%) Bash Shell
13 52 (1.96%) Kotlin
14 50 (1.89%) Shell Script
15 42 (1.58%) T-SQL
16 41 (1.55%) PHP
17 36 (1.36%) Perl
18 29 (1.09%) Apple Swift
19 28 (1.06%) Objective-C
20 24 (0.91%) Go
Qualifications
1 411 (15.50%) Degree
2 148 (5.58%) PhD
3 123 (4.64%) Computer Science Degree
4 19 (0.72%) Master's Degree
5 15 (0.57%) Security Cleared
6 12 (0.45%) Microsoft Certification
6 12 (0.45%) Numerate Degree
7 11 (0.41%) Sun Certification
8 10 (0.38%) ISTQB
9 9 (0.34%) AWS Certification
9 9 (0.34%) CCNA
9 9 (0.34%) Cisco Certification
9 9 (0.34%) CISSP
9 9 (0.34%) CompTIA Security+
9 9 (0.34%) GIAC
9 9 (0.34%) Linux+ Certification
9 9 (0.34%) MCSE
9 9 (0.34%) Network+ Certification
9 9 (0.34%) SANS
9 9 (0.34%) SSCP
Quality Assurance & Compliance
1 75 (2.83%) QA
2 6 (0.23%) GDPR
3 5 (0.19%) ISO 9001
4 4 (0.15%) ISO 13485
4 4 (0.15%) MiFID
4 4 (0.15%) MISRA
4 4 (0.15%) MISRA C
4 4 (0.15%) OIPF
4 4 (0.15%) SLA
5 3 (0.11%) IEC 62304
6 2 (0.075%) ISO 26262
6 2 (0.075%) ISO/IEC 27001
6 2 (0.075%) JTAG
7 1 (0.038%) Disclosure Scotland
7 1 (0.038%) DO-178B
7 1 (0.038%) EMIR
7 1 (0.038%) GCP
7 1 (0.038%) MIL-STD-498
System Software
1 195 (7.36%) Docker
2 14 (0.53%) vSphere
3 8 (0.30%) Firmware
4 6 (0.23%) Apache ZooKeeper
5 5 (0.19%) GridGain
6 3 (0.11%) VMware Infrastructure
7 2 (0.075%) Apache Flume
7 2 (0.075%) HDFS
7 2 (0.075%) Virtual Machines
8 1 (0.038%) LXC
8 1 (0.038%) VirtualBox
Systems Management
1 147 (5.55%) Kibana
2 93 (3.51%) Business Desktop Deployment
3 92 (3.47%) WSUS
4 84 (3.17%) Ansible
5 66 (2.49%) Puppet
6 55 (2.07%) Opscode Chef
7 34 (1.28%) Cobbler
8 20 (0.75%) Terraform
9 16 (0.60%) Kubernetes
10 11 (0.41%) Salt
11 10 (0.38%) Hadoop YARN
12 9 (0.34%) Prometheus
13 6 (0.23%) logstash
14 5 (0.19%) Consul
15 4 (0.15%) systemd
16 3 (0.11%) Ambari
16 3 (0.11%) vCenter Server
17 2 (0.075%) Docker Swarm
17 2 (0.075%) Oozie
17 2 (0.075%) ZABBIX
Vendors
1 273 (10.30%) Microsoft
2 255 (9.62%) Oracle
3 115 (4.34%) Google
4 70 (2.64%) TIBCO
5 41 (1.55%) IBM
6 33 (1.24%) Cisco
7 26 (0.98%) SAP
8 24 (0.91%) Solace
9 21 (0.79%) Sybase
10 18 (0.68%) Apple
11 15 (0.57%) StreamBase
11 15 (0.57%) Twitter
11 15 (0.57%) Xamarin
12 13 (0.49%) Atlassian
12 13 (0.49%) Reuters
13 10 (0.38%) hybris
13 10 (0.38%) Terracotta
13 10 (0.38%) WorldPay
14 9 (0.34%) Sun
15 8 (0.30%) Interwoven