Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
UK
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 233 185 198
Rank change year-on-year -48 +13 +9
Permanent jobs citing Multithreading 2,478 3,450 3,480
As % of all permanent IT jobs advertised in the UK 1.43% 1.93% 1.72%
As % of the Processes & Methodologies category 1.58% 2.13% 1.91%
Number of salaries quoted 2,107 2,597 3,125
UK median annual salary £60,000 £62,500 £60,000
Median salary % change year-on-year -4.00% +4.17% -
10th Percentile £37,500 £37,500 £35,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 157,196 162,159 182,210
As % of all permanent IT jobs advertised in the UK 90.64% 90.75% 90.02%
Number of salaries quoted 125,542 130,269 151,690
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% -
10th Percentile £29,000 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +1.19%

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 22 July 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 22 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -54 2,347 £60,000 -4.00% 415
London -62 1,475 £70,000 - 258
UK excluding London -43 981 £50,000 - 178
South East -16 340 £52,500 - 64
East of England -7 260 £52,500 +10.53% 44
North of England -94 109 £45,000 +9.09% 26
Scotland -15 89 £50,000 -28.57% 15
South West -27 86 £42,500 -5.56% 12
North West -85 83 £42,500 -2.86% 25
Midlands +14 79 £45,000 -14.29% 11
West Midlands +48 53 £47,500 -9.52% 6
East Midlands -14 24 £42,500 -17.07% 5
Yorkshire +16 14 £45,000 -14.29% 1
Northern Ireland -8 13 £43,750 -5.41% 4
North East -29 12 £50,000 +100.00%
Wales +17 7 £40,000 -5.88% 2

For the 6 months to 22 July 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 1,384 (55.85%) Java
2 1,111 (44.83%) Agile Software Development
3 951 (38.38%) C#
4 855 (34.50%) Software Engineering
5 757 (30.55%) C++
6 742 (29.94%) Finance
7 703 (28.37%) SQL
8 669 (27.00%) TDD
9 650 (26.23%) .NET
10 553 (22.32%) Linux
11 504 (20.34%) Python
12 465 (18.77%) SQL Server
13 441 (17.80%) Spring
14 431 (17.39%) JavaScript
15 423 (17.07%) Concurrent Programming
16 403 (16.26%) Computer Science
17 402 (16.22%) Low Latency
18 401 (16.18%) OO
19 380 (15.33%) Banking
20 374 (15.09%) Multithreaded Programming
21 372 (15.01%) Windows
22 353 (14.25%) Degree
23 352 (14.21%) HTML
24 345 (13.92%) C
25 334 (13.48%) Microservices
26 332 (13.40%) Algorithms
26 332 (13.40%) ASP.NET
27 331 (13.36%) Greenfield Project
28 327 (13.20%) Java 8
29 326 (13.16%) Web Services

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
1 161 (6.50%) Elasticsearch
2 86 (3.47%) Tomcat
3 65 (2.62%) Jetty
4 64 (2.58%) Apache Spark
5 56 (2.26%) JBoss
6 55 (2.22%) WebLogic
7 42 (1.69%) Adobe Experience Manager
8 41 (1.65%) Apache
9 33 (1.33%) Apache Pig
10 31 (1.25%) Oracle SOA Suite
11 29 (1.17%) CMS
12 23 (0.93%) IIS
13 20 (0.81%) Confluence
13 20 (0.81%) WebSphere
14 14 (0.56%) Apache Solr
15 10 (0.40%) OpenStack
15 10 (0.40%) Oracle Coherence
15 10 (0.40%) SharePoint
16 8 (0.32%) Ethereum
17 7 (0.28%) NServiceBus
Applications
1 22 (0.89%) Microsoft Excel
2 13 (0.52%) Microsoft Office
3 4 (0.16%) Doxygen
4 2 (0.081%) MS Visio
4 2 (0.081%) S-PLUS
Business Applications
1 10 (0.40%) SAP Hybris
1 10 (0.40%) SDL Web 8
2 5 (0.20%) Distributed Ledger
3 4 (0.16%) Dynamics CRM
4 3 (0.12%) RMDS
5 2 (0.081%) Endur
6 1 (0.040%) ION MarketView
6 1 (0.040%) JDE OneWorld
Cloud Services
1 288 (11.62%) Amazon AWS
2 259 (10.45%) Microsoft Azure
3 51 (2.06%) Cloud Computing
3 51 (2.06%) SaaS
4 45 (1.82%) GitHub
5 18 (0.73%) Amazon SQS
6 15 (0.61%) IBM Cloud
7 14 (0.56%) npm
8 12 (0.48%) Google Cloud Platform
8 12 (0.48%) IaaS
8 12 (0.48%) PaaS
9 9 (0.36%) Amazon EC2
10 6 (0.24%) Amazon ElastiCache
10 6 (0.24%) NuGet
11 5 (0.20%) Amazon S3
11 5 (0.20%) Serverless
12 4 (0.16%) BrowserStack
12 4 (0.16%) Google App Engine
12 4 (0.16%) OpenShift
12 4 (0.16%) Virtual Private Cloud
Communications & Networking
1 137 (5.53%) TCP/IP
2 109 (4.40%) HTTP
3 44 (1.78%) Internet
4 34 (1.37%) Firewall
5 32 (1.29%) SSL
6 25 (1.01%) Broadband
7 22 (0.89%) AMQP
8 20 (0.81%) Wireless
9 17 (0.69%) Intranet
9 17 (0.69%) SMPP
10 15 (0.61%) Bluetooth
11 13 (0.52%) Value-Added Service
12 11 (0.44%) NFC
13 10 (0.40%) DNS
13 10 (0.40%) Wi-Fi
14 8 (0.32%) Multicast
14 8 (0.32%) Network Security
15 7 (0.28%) OpenFlow
16 6 (0.24%) RTP
17 5 (0.20%) RS-232
Database & Business Intelligence
1 465 (18.77%) SQL Server
2 253 (10.21%) NoSQL
3 233 (9.40%) MongoDB
4 200 (8.07%) Big Data
5 149 (6.01%) Hadoop
6 143 (5.77%) Relational Database
7 135 (5.45%) MySQL
8 113 (4.56%) SQL Server 2016
9 104 (4.20%) RDBMS
10 81 (3.27%) Apache Cassandra
11 74 (2.99%) Redis
12 53 (2.14%) Blockchain
13 43 (1.74%) Couchbase
13 43 (1.74%) Riak
14 40 (1.61%) DB2
15 39 (1.57%) Apache Hive
16 38 (1.53%) Amazon DynamoDB
16 38 (1.53%) Oracle Database
17 30 (1.21%) SQL Server 2012
17 30 (1.21%) SQL Server 2014
Development Applications
1 324 (13.08%) Git (software)
2 267 (10.77%) Maven
3 182 (7.34%) Jenkins
4 181 (7.30%) TeamCity
5 128 (5.17%) Gradle
5 128 (5.17%) Visual Studio
6 122 (4.92%) Subversion
7 112 (4.52%) Selenium
8 109 (4.40%) JIRA
8 109 (4.40%) JUnit
9 81 (3.27%) Atlassian Bamboo
10 67 (2.70%) NUnit
11 65 (2.62%) Team Foundation Server
12 56 (2.26%) Ant
12 56 (2.26%) Cucumber
13 52 (2.10%) Bitbucket
14 49 (1.98%) Robot Framework
15 40 (1.61%) Vagrant
16 38 (1.53%) git-flow
17 36 (1.45%) Mockito
General
1 742 (29.94%) Finance
2 380 (15.33%) Banking
3 303 (12.23%) Front Office
4 213 (8.60%) Games
5 175 (7.06%) Investment Banking
6 84 (3.39%) Telecoms
7 57 (2.30%) Financial Institution
8 45 (1.82%) Electronics
9 37 (1.49%) Retail
10 36 (1.45%) Back Office
11 24 (0.97%) Aerospace
11 24 (0.97%) Marketing
12 23 (0.93%) Law
13 21 (0.85%) Automotive
14 18 (0.73%) Manufacturing
14 18 (0.73%) Online Betting
15 13 (0.52%) Prime Brokerage
15 13 (0.52%) Publishing
16 8 (0.32%) Advertising
17 7 (0.28%) Legal
Job Titles
1 1,818 (73.37%) Developer
2 862 (34.79%) Java Developer
3 441 (17.80%) Software Engineer
4 355 (14.33%) C# Developer
5 330 (13.32%) Senior Developer
6 276 (11.14%) .NET Developer
7 258 (10.41%) C++ Developer
8 204 (8.23%) Software Developer
9 189 (7.63%) C++ Software Engineer
10 165 (6.66%) Senior Java Developer
11 162 (6.54%) Java Engineer
12 134 (5.41%) C# .NET Developer
13 123 (4.96%) Senior Software Engineer
14 110 (4.44%) Junior
15 102 (4.12%) Java Software Engineer
15 102 (4.12%) Junior Developer
16 90 (3.63%) C++ Software Developer
16 90 (3.63%) Developer/Software Engineer
17 81 (3.27%) C# Software Engineer
18 74 (2.99%) AWS Developer
Libraries, Frameworks & Software Standards
1 650 (26.23%) .NET
2 441 (17.80%) Spring
3 352 (14.21%) HTML
4 332 (13.40%) ASP.NET
5 326 (13.16%) Web Services
6 298 (12.03%) AngularJS
7 297 (11.99%) WPF
8 272 (10.98%) CSS
9 270 (10.90%) RESTful
10 262 (10.57%) REST
11 248 (10.01%) HTML5
12 219 (8.84%) Hibernate
13 198 (7.99%) .NET Framework
14 195 (7.87%) ASP.NET MVC
15 190 (7.67%) WCF
16 183 (7.38%) XML
17 180 (7.26%) RabbitMQ
18 174 (7.02%) J2EE
19 170 (6.86%) ASP.NET Web API
20 146 (5.89%) STL
Miscellaneous
1 403 (16.26%) Computer Science
2 332 (13.40%) Algorithms
3 331 (13.36%) Greenfield Project
4 188 (7.59%) Foreign Exchange (FX)
5 181 (7.30%) Fintech
6 141 (5.69%) Analytical Skills
7 139 (5.61%) Data Structures
8 137 (5.53%) Hedge funds
9 107 (4.32%) Equities
10 96 (3.87%) Derivative
11 75 (3.03%) Fixed Income
12 61 (2.46%) User Experience
13 56 (2.26%) Enterprise Software
14 52 (2.10%) Virtual Team
15 48 (1.94%) Self-Motivation
16 39 (1.57%) Client/Server
17 36 (1.45%) Online Games
18 35 (1.41%) Mobile App
19 32 (1.29%) Robotics
20 31 (1.25%) Bitcoin
Operating Systems
1 553 (22.32%) Linux
2 372 (15.01%) Windows
3 208 (8.39%) Unix
4 115 (4.64%) Android
5 77 (3.11%) Apple iOS
6 33 (1.33%) Mac OS X
7 25 (1.01%) Red Hat Enterprise Linux
8 16 (0.65%) CentOS
9 11 (0.44%) Solaris
10 8 (0.32%) Windows 10
11 7 (0.28%) Fedora
12 5 (0.20%) Embedded Linux
12 5 (0.20%) FreeRTOS
12 5 (0.20%) Robot Operating System
13 4 (0.16%) Windows 7
14 3 (0.12%) Mac OS
14 3 (0.12%) Windows Server
15 2 (0.081%) Windows 8
15 2 (0.081%) Windows Embedded Compact
16 1 (0.040%) HPUX
Processes & Methodologies
1 1,111 (44.83%) Agile Software Development
2 855 (34.50%) Software Engineering
3 669 (27.00%) TDD
4 423 (17.07%) Concurrent Programming
5 402 (16.22%) Low Latency
6 401 (16.18%) OO
7 374 (15.09%) Multithreaded Programming
8 334 (13.48%) Microservices
9 326 (13.16%) Scrum
10 317 (12.79%) MVC
11 278 (11.22%) Continuous Integration
12 265 (10.69%) Problem-Solving
13 246 (9.93%) Mathematics
14 239 (9.64%) BDD
15 237 (9.56%) Test Automation
16 225 (9.08%) Kanban
17 220 (8.88%) DevOps
18 217 (8.76%) SDLC
19 206 (8.31%) Unit Testing
20 181 (7.30%) Machine Learning
Programming Languages
1 1,384 (55.85%) Java
2 951 (38.38%) C#
3 757 (30.55%) C++
4 703 (28.37%) SQL
5 504 (20.34%) Python
6 431 (17.39%) JavaScript
7 345 (13.92%) C
8 327 (13.20%) Java 8
9 153 (6.17%) Ruby
10 126 (5.08%) F#
11 123 (4.96%) Scala
12 100 (4.04%) Bash Shell
13 65 (2.62%) PowerShell
14 56 (2.26%) T-SQL
15 54 (2.18%) Perl
16 49 (1.98%) Kotlin
17 46 (1.86%) Objective-C
17 46 (1.86%) PHP
18 42 (1.69%) PL/SQL
19 39 (1.57%) Shell Script
Qualifications
1 353 (14.25%) Degree
2 134 (5.41%) Computer Science Degree
3 119 (4.80%) PhD
4 41 (1.65%) Security Cleared
5 37 (1.49%) Master's Degree
6 35 (1.41%) CCNA
6 35 (1.41%) Cisco Certification
6 35 (1.41%) CISSP
6 35 (1.41%) GIAC
6 35 (1.41%) Linux+ Certification
6 35 (1.41%) MCSE
6 35 (1.41%) Microsoft Certification
6 35 (1.41%) Network+ Certification
6 35 (1.41%) SANS
6 35 (1.41%) SSCP
7 33 (1.33%) CompTIA Security+
8 30 (1.21%) DV Cleared
9 14 (0.56%) Numerate Degree
10 9 (0.36%) AWS Certification
11 6 (0.24%) ISTQB
Quality Assurance & Compliance
1 87 (3.51%) QA
2 13 (0.52%) SLA
3 6 (0.24%) MiFID
4 5 (0.20%) DICOM
4 5 (0.20%) GCP
4 5 (0.20%) GDPR
4 5 (0.20%) JTAG
5 2 (0.081%) ISO 9001
6 1 (0.040%) Disclosure Scotland
6 1 (0.040%) EMIR
6 1 (0.040%) IEC 62304
6 1 (0.040%) ISO 13485
6 1 (0.040%) ISO 26262
6 1 (0.040%) ISO/IEC 27001
6 1 (0.040%) MISRA
6 1 (0.040%) MISRA C
System Software
1 207 (8.35%) Docker
2 32 (1.29%) vSphere
3 13 (0.52%) Firmware
4 8 (0.32%) Active Directory
5 6 (0.24%) Apache ZooKeeper
6 5 (0.20%) GridGain
7 3 (0.12%) Apache Flume
8 1 (0.040%) HDFS
8 1 (0.040%) LXC
8 1 (0.040%) VirtualBox
8 1 (0.040%) VMware Infrastructure
Systems Management
1 115 (4.64%) Ansible
2 103 (4.16%) Kibana
3 91 (3.67%) Opscode Chef
4 86 (3.47%) Puppet
5 64 (2.58%) Terraform
6 37 (1.49%) Business Desktop Deployment
6 37 (1.49%) WSUS
7 34 (1.37%) Salt
8 33 (1.33%) Kubernetes
9 26 (1.05%) Cobbler
10 19 (0.77%) Prometheus
11 8 (0.32%) logstash
12 5 (0.20%) Consul
13 4 (0.16%) Docker Swarm
13 4 (0.16%) Rancher
14 3 (0.12%) Ambari
14 3 (0.12%) Oozie
15 2 (0.081%) Hadoop YARN
15 2 (0.081%) ITRS Geneos
15 2 (0.081%) SCCM
Vendors
1 243 (9.81%) Oracle
2 242 (9.77%) Microsoft
3 107 (4.32%) Google
4 67 (2.70%) TIBCO
5 47 (1.90%) Sybase
6 42 (1.69%) Adobe
7 33 (1.33%) SAP
8 26 (1.05%) Solace
9 22 (0.89%) IBM
9 22 (0.89%) StreamBase
10 19 (0.77%) Red Hat
11 18 (0.73%) hybris
12 15 (0.61%) Atlassian
13 14 (0.56%) Apple
14 13 (0.52%) Xamarin
15 10 (0.40%) Interwoven
15 10 (0.40%) Twitter
16 9 (0.36%) Capita
16 9 (0.36%) DevExpress
17 8 (0.32%) Splunk