Period
to 19 December 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 19 December 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
UK
6 months to
19 Dec 2018
Same period 2017 Same period 2016
Rank 222 182 202
Rank change year-on-year -40 +20 -19
Permanent jobs citing Multithreading 2,477 3,459 3,235
As % of all permanent IT jobs advertised in the UK 1.56% 1.94% 1.75%
As % of the Processes & Methodologies category 1.70% 2.11% 1.91%
Number of salaries quoted 2,042 2,384 2,897
UK median annual salary £65,000 £58,750 £60,000
Median salary % change year-on-year +10.64% -2.08% -
10th Percentile £37,500 £35,250 £36,250
90th Percentile £105,000 £95,000 £99,250
UK excluding London median annual salary £50,000 £50,000 £50,000

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 145,362 164,208 169,022
As % of all permanent IT jobs advertised in the UK 91.61% 91.89% 91.31%
Number of salaries quoted 114,777 130,654 140,219
UK median annual salary £52,500 £50,000 £48,500
Median salary % change year-on-year +5.00% +3.09% +2.11%
10th Percentile £29,750 £28,500 £27,625
90th Percentile £85,000 £80,000 £78,750
UK excluding London median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% -

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 19 December 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 19 December 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 -37 2,318 £65,000 +8.33% 341
London -52 1,459 £72,500 +3.57% 183
UK excluding London -29 1,010 £50,000 - 182
South East +12 446 £52,500 +7.69% 50
East of England -64 218 £52,500 - 49
Scotland +18 130 £55,000 +10.00% 20
North of England -9 102 £45,000 - 27
North West -16 80 £40,000 -11.11% 15
South West -2 61 £45,000 - 8
Midlands -19 37 £41,500 - 24
West Midlands +2 25 £40,000 - 12
Yorkshire +33 13 £45,000 +2.86% 6
Northern Ireland -6 12 £50,500 +51.88% 1
East Midlands -13 11 £39,500 +17.04% 12
North East +7 9 £47,500 +26.67% 6
Wales -7 5 £42,500 +6.25% 3

For the 6 months to 19 December 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 1,308 (52.81%) Java
2 1,067 (43.08%) Agile Software Development
3 992 (40.05%) C#
4 820 (33.10%) C++
5 804 (32.46%) Finance
6 735 (29.67%) Software Engineering
7 686 (27.69%) .NET
8 620 (25.03%) SQL
9 536 (21.64%) Python
10 519 (20.95%) TDD
11 500 (20.19%) Multithreaded Programming
12 496 (20.02%) JavaScript
13 456 (18.41%) Linux
14 440 (17.76%) Degree
15 431 (17.40%) SQL Server
16 410 (16.55%) OO
17 409 (16.51%) Computer Science
18 394 (15.91%) Spring
19 391 (15.79%) Windows
20 359 (14.49%) Banking
21 352 (14.21%) Low Latency
22 350 (14.13%) Greenfield Project
23 347 (14.01%) HTML
24 343 (13.85%) Microservices
25 338 (13.65%) Algorithms
26 337 (13.61%) C
27 332 (13.40%) AngularJS
28 323 (13.04%) Git (software)
29 318 (12.84%) Web Services
30 294 (11.87%) Amazon AWS

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
1 157 (6.34%) Elasticsearch
2 49 (1.98%) JBoss
3 44 (1.78%) Tomcat
4 40 (1.61%) Adobe Experience Manager
5 35 (1.41%) Confluence
6 34 (1.37%) Apache Solr
7 33 (1.33%) WebLogic
8 32 (1.29%) CMS
9 30 (1.21%) Apache Pig
10 21 (0.85%) Cloud Foundry
11 20 (0.81%) Jetty
11 20 (0.81%) WebSphere
12 16 (0.65%) Apache
13 14 (0.57%) Apache Spark
13 14 (0.57%) Oracle SOA Suite
14 12 (0.48%) IIS
14 12 (0.48%) SharePoint
15 9 (0.36%) SharePoint 2010
16 7 (0.28%) Mule
16 7 (0.28%) NServiceBus
Applications
1 41 (1.66%) Microsoft Office
2 18 (0.73%) AutoCAD
3 14 (0.57%) Microsoft Excel
4 3 (0.12%) Doxygen
5 2 (0.081%) Microsoft PowerPoint
5 2 (0.081%) MS Visio
6 1 (0.040%) PrintSoft PReS
Business Applications
1 23 (0.93%) SAP Hybris
2 16 (0.65%) SDL Web 8
3 12 (0.48%) Magento
4 7 (0.28%) SAP ERP
5 4 (0.16%) Distributed Ledger
5 4 (0.16%) MetaTrader
5 4 (0.16%) R3 Corda
6 2 (0.081%) ION MarketView
6 2 (0.081%) RMDS
6 2 (0.081%) SAP HR
6 2 (0.081%) thinkFolio
7 1 (0.040%) Dynamics CRM
Cloud Services
1 294 (11.87%) Amazon AWS
2 265 (10.70%) Microsoft Azure
3 82 (3.31%) GitHub
4 29 (1.17%) Cloud Computing
5 28 (1.13%) OpenShift
6 25 (1.01%) SaaS
7 22 (0.89%) PaaS
7 22 (0.89%) Serverless
8 20 (0.81%) Amazon EC2
9 19 (0.77%) Google Cloud Platform
9 19 (0.77%) IaaS
10 14 (0.57%) Amazon SQS
11 13 (0.52%) AWS Elastic Beanstalk
11 13 (0.52%) CloudBees
12 12 (0.48%) Slack
13 11 (0.44%) Amazon S3
13 11 (0.44%) AWS Lambda
14 9 (0.36%) Datadog
15 6 (0.24%) BrowserStack
16 5 (0.20%) Sauce Labs
Communications & Networking
1 136 (5.49%) HTTP
2 90 (3.63%) TCP/IP
3 57 (2.30%) Internet
4 32 (1.29%) Firewall
5 30 (1.21%) SSL
6 26 (1.05%) RS-232
7 11 (0.44%) Bluetooth
7 11 (0.44%) RS-485
8 10 (0.40%) RTP
9 9 (0.36%) NFC
9 9 (0.36%) Wireless
10 8 (0.32%) HTTPS
11 5 (0.20%) Peer-to-Peer Networking
12 4 (0.16%) Broadband
12 4 (0.16%) Intranet
12 4 (0.16%) IPFS
12 4 (0.16%) PuTTY
13 3 (0.12%) Network Security
14 2 (0.081%) Wi-Fi
14 2 (0.081%) ZigBee
Database & Business Intelligence
1 431 (17.40%) SQL Server
2 194 (7.83%) Relational Database
3 188 (7.59%) MongoDB
4 161 (6.50%) NoSQL
5 148 (5.97%) MySQL
6 137 (5.53%) RDBMS
7 124 (5.01%) Big Data
8 88 (3.55%) SQL Server 2016
9 74 (2.99%) Apache Cassandra
10 64 (2.58%) Hadoop
11 63 (2.54%) PostgreSQL
12 59 (2.38%) SQL Server 2012
13 57 (2.30%) Blockchain
14 51 (2.06%) SQL Server 2014
15 49 (1.98%) Redis
16 37 (1.49%) Amazon DynamoDB
17 35 (1.41%) Apache Hive
18 28 (1.13%) Data Mining
19 26 (1.05%) SQL Server 2008
20 25 (1.01%) Oracle Database
Development Applications
1 323 (13.04%) Git (software)
2 193 (7.79%) Maven
3 180 (7.27%) Jenkins
4 163 (6.58%) Visual Studio
5 137 (5.53%) TeamCity
6 120 (4.84%) JUnit
7 110 (4.44%) Selenium
8 103 (4.16%) Gradle
9 97 (3.92%) JIRA
10 83 (3.35%) Subversion
11 70 (2.83%) NUnit
12 67 (2.70%) Atlassian Bamboo
13 64 (2.58%) Eclipse
14 63 (2.54%) Ant
15 61 (2.46%) Cucumber
16 57 (2.30%) Bitbucket
17 56 (2.26%) git-flow
18 52 (2.10%) Team Foundation Server
19 51 (2.06%) Robot Framework
20 37 (1.49%) Mockito
General
1 804 (32.46%) Finance
2 359 (14.49%) Banking
3 273 (11.02%) Front Office
4 173 (6.98%) Games
5 141 (5.69%) Investment Banking
6 62 (2.50%) Electronics
7 59 (2.38%) Marketing
8 56 (2.26%) Telecoms
9 51 (2.06%) Financial Institution
9 51 (2.06%) Retail
10 50 (2.02%) Publishing
11 46 (1.86%) Manufacturing
12 29 (1.17%) Aerospace
13 27 (1.09%) Back Office
14 20 (0.81%) Automotive
14 20 (0.81%) Law
15 9 (0.36%) Legal
15 9 (0.36%) Military
16 4 (0.16%) Online Betting
17 3 (0.12%) Advertising
Job Titles
1 1,756 (70.89%) Developer
2 695 (28.06%) Java Developer
3 462 (18.65%) Software Engineer
4 355 (14.33%) C# Developer
5 325 (13.12%) C++ Developer
6 297 (11.99%) Senior Developer
7 275 (11.10%) .NET Developer
8 213 (8.60%) Software Developer
9 171 (6.90%) C++ Software Engineer
10 128 (5.17%) C# .NET Developer
11 127 (5.13%) Senior Java Developer
12 126 (5.09%) Java Engineer
13 116 (4.68%) Senior Software Engineer
14 96 (3.88%) Lead Developer
15 89 (3.59%) C++ Software Developer
16 88 (3.55%) Developer/Software Engineer
16 88 (3.55%) Front Office Developer
17 82 (3.31%) C# Software Engineer
18 74 (2.99%) Java Software Engineer
19 68 (2.75%) Architect
Libraries, Frameworks & Software Standards
1 686 (27.69%) .NET
2 394 (15.91%) Spring
3 347 (14.01%) HTML
4 332 (13.40%) AngularJS
5 318 (12.84%) Web Services
6 278 (11.22%) ASP.NET
7 256 (10.34%) CSS
8 253 (10.21%) REST
9 241 (9.73%) WPF
10 234 (9.45%) RESTful
11 226 (9.12%) XML
12 211 (8.52%) .NET Framework
13 203 (8.20%) ASP.NET Web API
13 203 (8.20%) WCF
14 183 (7.39%) HTML5
15 173 (6.98%) STL
16 158 (6.38%) SOAP
17 155 (6.26%) ASP.NET MVC
18 151 (6.10%) J2EE
19 145 (5.85%) JSON
Miscellaneous
1 350 (14.13%) Greenfield Project
2 338 (13.65%) Algorithms
3 194 (7.83%) Fintech
4 160 (6.46%) Data Structures
5 137 (5.53%) Derivative
6 131 (5.29%) Analytical Skills
6 131 (5.29%) Foreign Exchange (FX)
7 96 (3.88%) User Experience
8 80 (3.23%) Fixed Income
9 69 (2.79%) Hedge funds
10 67 (2.70%) Equities
10 67 (2.70%) Self-Motivation
11 56 (2.26%) Enterprise Software
12 38 (1.53%) Client/Server
13 37 (1.49%) Virtual Team
14 35 (1.41%) Mobile App
15 33 (1.33%) Robotics
16 28 (1.13%) Equity Derivative
17 25 (1.01%) Analytical Mindset
17 25 (1.01%) Cloud Native
Operating Systems
1 456 (18.41%) Linux
2 391 (15.79%) Windows
3 178 (7.19%) Unix
4 132 (5.33%) Android
5 93 (3.75%) Apple iOS
6 38 (1.53%) Mac OS X
7 22 (0.89%) Windows 10
8 18 (0.73%) Solaris
9 16 (0.65%) Windows 7
10 15 (0.61%) Red Hat Enterprise Linux
11 14 (0.57%) Ubuntu
12 8 (0.32%) Windows Server
13 5 (0.20%) CentOS
13 5 (0.20%) Mac OS
14 4 (0.16%) Embedded Linux
15 2 (0.081%) Robot Operating System
15 2 (0.081%) VMS
16 1 (0.040%) Windows Embedded Compact
Processes & Methodologies
1 1,067 (43.08%) Agile Software Development
2 735 (29.67%) Software Engineering
3 519 (20.95%) TDD
4 500 (20.19%) Multithreaded Programming
5 410 (16.55%) OO
6 409 (16.51%) Computer Science
7 352 (14.21%) Low Latency
8 343 (13.85%) Microservices
9 285 (11.51%) MVC
10 279 (11.26%) Test Automation
11 268 (10.82%) Concurrent Programming
12 263 (10.62%) Mathematics
13 255 (10.29%) Scrum
14 243 (9.81%) Continuous Integration
15 225 (9.08%) Problem-Solving
16 197 (7.95%) Machine Learning
17 191 (7.71%) Unit Testing
18 185 (7.47%) DevOps
19 167 (6.74%) SDLC
20 165 (6.66%) BDD
Programming Languages
1 1,308 (52.81%) Java
2 992 (40.05%) C#
3 820 (33.10%) C++
4 620 (25.03%) SQL
5 536 (21.64%) Python
6 496 (20.02%) JavaScript
7 337 (13.61%) C
8 256 (10.34%) Java 8
9 98 (3.96%) Bash Shell
10 89 (3.59%) F#
11 84 (3.39%) Ruby
12 82 (3.31%) T-SQL
13 79 (3.19%) PL/SQL
14 70 (2.83%) PowerShell
15 68 (2.75%) Scala
16 64 (2.58%) Objective-C
17 55 (2.22%) Perl
18 50 (2.02%) PHP
19 48 (1.94%) Kotlin
20 40 (1.61%) Go
Qualifications
1 440 (17.76%) Degree
2 194 (7.83%) Computer Science Degree
3 116 (4.68%) PhD
4 102 (4.12%) MPhil
5 44 (1.78%) Security Cleared
6 35 (1.41%) CISSP
7 34 (1.37%) Microsoft Certification
8 33 (1.33%) CCNA
8 33 (1.33%) Cisco Certification
8 33 (1.33%) CompTIA Security+
8 33 (1.33%) DV Cleared
8 33 (1.33%) GIAC
8 33 (1.33%) Linux+ Certification
8 33 (1.33%) MCSE
8 33 (1.33%) Network+ Certification
8 33 (1.33%) SANS
8 33 (1.33%) SSCP
9 31 (1.25%) Master's Degree
10 16 (0.65%) Numerate Degree
11 6 (0.24%) SC Cleared
Quality Assurance & Compliance
1 100 (4.04%) QA
2 6 (0.24%) DICOM
3 5 (0.20%) PSD2
4 4 (0.16%) Data Quality
4 4 (0.16%) GDPR
5 3 (0.12%) MiFID
6 2 (0.081%) IEC 62304
6 2 (0.081%) ISO 13485
6 2 (0.081%) ISO 9001
6 2 (0.081%) SLA
7 1 (0.040%) EMIR
7 1 (0.040%) ISO 26262
7 1 (0.040%) MISRA
7 1 (0.040%) MISRA C
System Software
1 145 (5.85%) Docker
2 36 (1.45%) vSphere
3 19 (0.77%) Virtual Machines
4 7 (0.28%) HDFS
5 4 (0.16%) Active Directory
5 4 (0.16%) Apache ZooKeeper
5 4 (0.16%) VirtualBox
6 3 (0.12%) Firmware
7 1 (0.040%) Platform Symphony
7 1 (0.040%) VMware Infrastructure
Systems Management
1 60 (2.42%) Ansible
1 60 (2.42%) Kibana
2 57 (2.30%) Puppet
3 53 (2.14%) Opscode Chef
4 34 (1.37%) Kubernetes
4 34 (1.37%) Salt
5 33 (1.33%) Terraform
6 12 (0.48%) Prometheus
7 11 (0.44%) Grafana
7 11 (0.44%) Graphite
8 5 (0.20%) Consul
8 5 (0.20%) Control-M
8 5 (0.20%) Docker Swarm
8 5 (0.20%) HAProxy
8 5 (0.20%) Rancher
9 4 (0.16%) HP Quality Center
10 2 (0.081%) logstash
10 2 (0.081%) Single Sign-On
11 1 (0.040%) FlexNet
11 1 (0.040%) HP ALM
Vendors
1 292 (11.79%) Oracle
2 251 (10.13%) Microsoft
3 91 (3.67%) Google
4 72 (2.91%) SAP
5 67 (2.70%) TIBCO
6 42 (1.70%) Solace
7 40 (1.61%) Adobe
8 35 (1.41%) Sybase
9 33 (1.33%) Apple
10 30 (1.21%) hybris
11 26 (1.05%) StreamBase
12 21 (0.85%) Salesforce.com
13 20 (0.81%) Atlassian
14 18 (0.73%) Cognizant
15 17 (0.69%) Talarian
16 16 (0.65%) Interwoven
16 16 (0.65%) Tableau
17 12 (0.48%) Cognos
17 12 (0.48%) Elastic Path
17 12 (0.48%) Reuters