Period
to 15 October 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
UK
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 221 176 203
Rank change year-on-year -45 +27 -4
Permanent jobs citing Multithreading 2,552 3,493 3,191
As % of all permanent IT jobs advertised in the UK 1.55% 2.01% 1.68%
As % of the Processes & Methodologies category 1.70% 2.19% 1.84%
Number of salaries quoted 2,090 2,282 2,878
UK median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% -
10th Percentile £37,500 £36,250 £35,000
90th Percentile £101,250 £100,000 £98,750
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 149,810 159,174 173,018
As % of all permanent IT jobs advertised in the UK 91.02% 91.57% 90.85%
Number of salaries quoted 119,232 125,620 144,140
UK median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +1.05%
10th Percentile £29,000 £28,250 £27,500
90th Percentile £83,750 £80,000 £78,750
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

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 15 October 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 15 October 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 2,405 £65,000 +4.00% 424
London -59 1,510 £72,500 +3.57% 228
UK excluding London -14 1,030 £50,000 - 216
South East +22 413 £52,500 +5.00% 83
East of England -25 251 £52,500 +5.00% 48
Scotland +9 117 £55,000 - 16
South West -5 96 £45,000 - 18
North of England -41 82 £44,000 +3.53% 32
North West -53 69 £40,000 -8.57% 25
Midlands +1 59 £42,500 -10.53% 15
West Midlands +34 46 £45,000 +50.00% 8
East Midlands -38 11 £38,750 -8.82% 7
Northern Ireland 0 10 £51,000 +36.00%
Yorkshire +29 9 £45,000 - 5
Wales -1 4 £43,750 +2.94% 4
North East -14 4 £50,000 +100.00% 2

For the 6 months to 15 October 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 1,418 (55.56%) Java
2 1,097 (42.99%) Agile Software Development
3 1,051 (41.18%) C#
4 863 (33.82%) Software Engineering
5 847 (33.19%) C++
6 787 (30.84%) Finance
7 703 (27.55%) .NET
8 666 (26.10%) SQL
9 585 (22.92%) TDD
10 563 (22.06%) Python
11 513 (20.10%) Linux
12 479 (18.77%) JavaScript
12 479 (18.77%) SQL Server
13 444 (17.40%) Multithreaded Programming
14 427 (16.73%) Computer Science
15 424 (16.61%) Degree
15 424 (16.61%) Spring
16 397 (15.56%) C
17 389 (15.24%) OO
18 383 (15.01%) Low Latency
19 380 (14.89%) Windows
20 364 (14.26%) Microservices
21 362 (14.18%) Greenfield Project
22 352 (13.79%) HTML
23 350 (13.71%) Banking
23 350 (13.71%) Algorithms
24 349 (13.68%) AngularJS
25 322 (12.62%) ASP.NET
26 321 (12.58%) Scrum
27 319 (12.50%) MVC

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
1 179 (7.01%) Elasticsearch
2 60 (2.35%) Adobe Experience Manager
3 46 (1.80%) Tomcat
4 45 (1.76%) Apache Pig
5 42 (1.65%) Apache Spark
6 40 (1.57%) JBoss
7 37 (1.45%) CMS
7 37 (1.45%) WebLogic
8 33 (1.29%) Confluence
9 31 (1.21%) Jetty
10 29 (1.14%) Apache Solr
11 28 (1.10%) Apache
12 23 (0.90%) Oracle SOA Suite
13 19 (0.74%) SharePoint
14 18 (0.71%) Cloud Foundry
14 18 (0.71%) IIS
15 13 (0.51%) SharePoint 2010
15 13 (0.51%) WebSphere
16 10 (0.39%) Oracle Coherence
17 8 (0.31%) NServiceBus
Applications
1 31 (1.21%) Microsoft Office
2 25 (0.98%) Microsoft Excel
3 4 (0.16%) Doxygen
4 2 (0.078%) MS Visio
5 1 (0.039%) AutoCAD
5 1 (0.039%) Microsoft PowerPoint
Business Applications
1 17 (0.67%) SAP Hybris
2 12 (0.47%) SDL Web 8
3 7 (0.27%) Magento
4 5 (0.20%) SAP ERP
5 4 (0.16%) Dynamics CRM
6 3 (0.12%) Distributed Ledger
6 3 (0.12%) RMDS
7 2 (0.078%) Endur
7 2 (0.078%) ION MarketView
7 2 (0.078%) thinkFolio
8 1 (0.039%) JDE OneWorld
8 1 (0.039%) SAP HR
Cloud Services
1 298 (11.68%) Amazon AWS
2 285 (11.17%) Microsoft Azure
3 74 (2.90%) GitHub
4 32 (1.25%) SaaS
5 29 (1.14%) Cloud Computing
6 24 (0.94%) OpenShift
7 23 (0.90%) PaaS
8 17 (0.67%) Google Cloud Platform
8 17 (0.67%) IaaS
9 13 (0.51%) Serverless
10 11 (0.43%) npm
11 10 (0.39%) CloudBees
12 9 (0.35%) Amazon SQS
12 9 (0.35%) Slack
13 8 (0.31%) Apple Pay
13 8 (0.31%) Google Pay
14 7 (0.27%) Amazon EC2
15 6 (0.24%) BrowserStack
15 6 (0.24%) IBM Cloud
16 5 (0.20%) NuGet
Communications & Networking
1 129 (5.05%) TCP/IP
2 124 (4.86%) HTTP
3 54 (2.12%) Internet
4 47 (1.84%) Firewall
5 44 (1.72%) SSL
6 18 (0.71%) RS-232
7 15 (0.59%) Wireless
8 13 (0.51%) AMQP
8 13 (0.51%) Bluetooth
8 13 (0.51%) Broadband
9 12 (0.47%) Intranet
10 11 (0.43%) DNS
11 10 (0.39%) NFC
11 10 (0.39%) RS-485
11 10 (0.39%) RTP
12 8 (0.31%) Wi-Fi
13 7 (0.27%) SMPP
14 4 (0.16%) Multicast
14 4 (0.16%) Network Security
14 4 (0.16%) PuTTY
Database & Business Intelligence
1 479 (18.77%) SQL Server
2 223 (8.74%) MongoDB
3 182 (7.13%) Big Data
4 179 (7.01%) NoSQL
5 167 (6.54%) MySQL
6 161 (6.31%) Relational Database
7 119 (4.66%) SQL Server 2016
8 111 (4.35%) Hadoop
8 111 (4.35%) RDBMS
9 72 (2.82%) Apache Cassandra
10 61 (2.39%) Redis
11 54 (2.12%) SQL Server 2012
12 53 (2.08%) Blockchain
13 50 (1.96%) Apache Hive
14 45 (1.76%) SQL Server 2014
15 38 (1.49%) Amazon DynamoDB
15 38 (1.49%) PostgreSQL
16 33 (1.29%) Oracle Database
17 32 (1.25%) DB2
18 30 (1.18%) KDB
Development Applications
1 308 (12.07%) Git (software)
2 253 (9.91%) Maven
3 210 (8.23%) Jenkins
4 168 (6.58%) TeamCity
5 141 (5.53%) Visual Studio
6 127 (4.98%) Selenium
7 125 (4.90%) JUnit
8 114 (4.47%) JIRA
9 106 (4.15%) Gradle
9 106 (4.15%) Subversion
10 105 (4.11%) Atlassian Bamboo
11 77 (3.02%) Ant
12 67 (2.63%) Bitbucket
12 67 (2.63%) git-flow
13 66 (2.59%) NUnit
14 62 (2.43%) Robot Framework
15 60 (2.35%) Cucumber
16 57 (2.23%) Team Foundation Server
17 48 (1.88%) Eclipse
18 44 (1.72%) CodeSonar
General
1 787 (30.84%) Finance
2 350 (13.71%) Banking
3 298 (11.68%) Front Office
4 212 (8.31%) Games
5 163 (6.39%) Investment Banking
6 72 (2.82%) Telecoms
7 55 (2.16%) Electronics
7 55 (2.16%) Financial Institution
8 45 (1.76%) Marketing
9 41 (1.61%) Retail
10 40 (1.57%) Aerospace
11 38 (1.49%) Back Office
12 36 (1.41%) Publishing
13 27 (1.06%) Automotive
14 26 (1.02%) Manufacturing
15 22 (0.86%) Law
16 12 (0.47%) Legal
17 6 (0.24%) Military
18 4 (0.16%) Advertising
18 4 (0.16%) Online Betting
Job Titles
1 1,827 (71.59%) Developer
2 808 (31.66%) Java Developer
3 481 (18.85%) Software Engineer
4 361 (14.15%) C# Developer
5 326 (12.77%) Senior Developer
6 296 (11.60%) C++ Developer
7 278 (10.89%) .NET Developer
8 230 (9.01%) Software Developer
9 190 (7.45%) C++ Software Engineer
10 164 (6.43%) Java Engineer
11 146 (5.72%) Senior Java Developer
12 132 (5.17%) Senior Software Engineer
13 125 (4.90%) C# .NET Developer
14 101 (3.96%) C++ Software Developer
15 99 (3.88%) Java Software Engineer
16 96 (3.76%) Developer/Software Engineer
17 89 (3.49%) C# Software Engineer
18 88 (3.45%) Junior
19 76 (2.98%) Junior Developer
19 76 (2.98%) Lead Developer
Libraries, Frameworks & Software Standards
1 703 (27.55%) .NET
2 424 (16.61%) Spring
3 352 (13.79%) HTML
4 349 (13.68%) AngularJS
5 322 (12.62%) ASP.NET
6 299 (11.72%) Web Services
7 271 (10.62%) CSS
8 270 (10.58%) WPF
9 258 (10.11%) REST
10 253 (9.91%) RESTful
11 239 (9.37%) .NET Framework
12 217 (8.50%) XML
13 216 (8.46%) HTML5
14 204 (7.99%) WCF
15 202 (7.92%) ASP.NET Web API
16 189 (7.41%) J2EE
17 182 (7.13%) ASP.NET MVC
18 177 (6.94%) STL
19 168 (6.58%) RabbitMQ
20 166 (6.50%) Hibernate
Miscellaneous
1 427 (16.73%) Computer Science
2 362 (14.18%) Greenfield Project
3 350 (13.71%) Algorithms
4 202 (7.92%) Fintech
5 158 (6.19%) Foreign Exchange (FX)
6 154 (6.03%) Analytical Skills
6 154 (6.03%) Data Structures
7 127 (4.98%) Derivative
8 119 (4.66%) Hedge funds
9 104 (4.08%) Equities
10 93 (3.64%) User Experience
11 88 (3.45%) Fixed Income
12 58 (2.27%) Enterprise Software
13 56 (2.19%) Self-Motivation
14 49 (1.92%) Virtual Team
15 43 (1.68%) Client/Server
16 40 (1.57%) Mobile App
17 37 (1.45%) Robotics
18 31 (1.21%) Bitcoin
19 30 (1.18%) CUDA
Operating Systems
1 513 (20.10%) Linux
2 380 (14.89%) Windows
3 190 (7.45%) Unix
4 122 (4.78%) Android
5 90 (3.53%) Apple iOS
6 49 (1.92%) Mac OS X
7 28 (1.10%) Red Hat Enterprise Linux
8 18 (0.71%) Windows 10
9 17 (0.67%) CentOS
10 14 (0.55%) Solaris
10 14 (0.55%) Windows 7
11 6 (0.24%) Fedora
11 6 (0.24%) Robot Operating System
11 6 (0.24%) Ubuntu
12 4 (0.16%) FreeRTOS
12 4 (0.16%) Windows Server
13 3 (0.12%) Embedded Linux
13 3 (0.12%) Windows Embedded Compact
14 1 (0.039%) Windows Mobile
14 1 (0.039%) Windows XP
Processes & Methodologies
1 1,097 (42.99%) Agile Software Development
2 863 (33.82%) Software Engineering
3 585 (22.92%) TDD
4 444 (17.40%) Multithreaded Programming
5 389 (15.24%) OO
6 383 (15.01%) Low Latency
7 364 (14.26%) Microservices
8 321 (12.58%) Scrum
9 319 (12.50%) MVC
10 317 (12.42%) Concurrent Programming
11 299 (11.72%) Mathematics
12 296 (11.60%) Continuous Integration
13 270 (10.58%) Test Automation
14 255 (9.99%) Problem-Solving
15 216 (8.46%) DevOps
16 214 (8.39%) Machine Learning
17 206 (8.07%) SDLC
18 202 (7.92%) Kanban
19 200 (7.84%) Unit Testing
20 199 (7.80%) BDD
Programming Languages
1 1,418 (55.56%) Java
2 1,051 (41.18%) C#
3 847 (33.19%) C++
4 666 (26.10%) SQL
5 563 (22.06%) Python
6 479 (18.77%) JavaScript
7 397 (15.56%) C
8 305 (11.95%) Java 8
9 121 (4.74%) F#
10 111 (4.35%) Ruby
11 105 (4.11%) Bash Shell
12 92 (3.61%) Scala
13 88 (3.45%) PowerShell
14 77 (3.02%) Objective-C
15 75 (2.94%) T-SQL
16 74 (2.90%) PL/SQL
17 57 (2.23%) Perl
18 53 (2.08%) Kotlin
19 51 (2.00%) PHP
20 43 (1.68%) TypeScript
Qualifications
1 424 (16.61%) Degree
2 160 (6.27%) Computer Science Degree
3 146 (5.72%) PhD
4 119 (4.66%) MPhil
5 64 (2.51%) Security Cleared
6 51 (2.00%) CISSP
7 50 (1.96%) CCNA
7 50 (1.96%) Cisco Certification
7 50 (1.96%) GIAC
7 50 (1.96%) Linux+ Certification
7 50 (1.96%) MCSE
7 50 (1.96%) Microsoft Certification
7 50 (1.96%) Network+ Certification
7 50 (1.96%) SANS
7 50 (1.96%) SSCP
8 48 (1.88%) CompTIA Security+
8 48 (1.88%) DV Cleared
9 36 (1.41%) Master's Degree
10 26 (1.02%) Numerate Degree
11 5 (0.20%) ISEB
Quality Assurance & Compliance
1 103 (4.04%) QA
2 12 (0.47%) SLA
3 7 (0.27%) DICOM
4 4 (0.16%) GDPR
4 4 (0.16%) JTAG
4 4 (0.16%) PSD2
5 3 (0.12%) ISO 13485
5 3 (0.12%) ISO 9001
5 3 (0.12%) MiFID
6 1 (0.039%) IEC 62304
6 1 (0.039%) ISO 26262
System Software
1 180 (7.05%) Docker
2 44 (1.72%) vSphere
3 15 (0.59%) Firmware
4 11 (0.43%) Active Directory
5 6 (0.24%) Virtual Machines
6 4 (0.16%) HDFS
7 3 (0.12%) Apache ZooKeeper
8 2 (0.078%) Apache Flume
8 2 (0.078%) GridGain
9 1 (0.039%) Platform Symphony
9 1 (0.039%) VMware Infrastructure
Systems Management
1 97 (3.80%) Ansible
2 93 (3.64%) Kibana
3 89 (3.49%) Opscode Chef
4 81 (3.17%) Puppet
5 67 (2.63%) Terraform
6 47 (1.84%) Salt
7 42 (1.65%) Kubernetes
8 19 (0.74%) Prometheus
9 13 (0.51%) Business Desktop Deployment
9 13 (0.51%) WSUS
10 11 (0.43%) Grafana
10 11 (0.43%) Graphite
11 8 (0.31%) Consul
12 7 (0.27%) Docker Swarm
12 7 (0.27%) Rancher
13 5 (0.20%) Cobbler
13 5 (0.20%) HAProxy
14 2 (0.078%) ITRS Geneos
14 2 (0.078%) logstash
14 2 (0.078%) Oozie
Vendors
1 271 (10.62%) Oracle
2 251 (9.84%) Microsoft
3 124 (4.86%) Google
4 70 (2.74%) TIBCO
5 60 (2.35%) Adobe
6 55 (2.16%) SAP
7 52 (2.04%) Sybase
8 40 (1.57%) Solace
9 33 (1.29%) Apple
10 27 (1.06%) StreamBase
11 26 (1.02%) hybris
12 23 (0.90%) Atlassian
13 22 (0.86%) Red Hat
14 17 (0.67%) Cognizant
15 14 (0.55%) ESRI
15 14 (0.55%) IBM
16 12 (0.47%) Interwoven
16 12 (0.47%) Tableau
16 12 (0.47%) Talarian
17 10 (0.39%) Salesforce.com