Period
to 24 March 2019

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 March 2019 with a comparison to the same period in the previous 2 years.

Multithreaded
UK
6 months to
24 Mar 2019
Same period 2018 Same period 2017
Rank 256 223 193
Rank change year-on-year -33 -30 -12
Permanent jobs citing Multithreading 1,981 2,745 3,165
As % of all permanent IT jobs advertised in the UK 1.34% 1.55% 1.83%
As % of the Processes & Methodologies category 1.46% 1.69% 2.00%
Number of salaries quoted 1,614 2,369 2,794
UK median annual salary £65,250 £55,000 £60,000
Median salary % change year-on-year +18.64% -8.33% -
10th Percentile £38,750 £36,250 £36,250
90th Percentile £105,000 £97,500 £95,000
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 136,119 162,463 158,242
As % of all permanent IT jobs advertised in the UK 91.78% 91.80% 91.34%
Number of salaries quoted 107,178 132,306 130,225
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £30,000 £28,750 £27,500
90th Percentile £85,000 £81,250 £78,750
UK excluding London median annual salary £45,000 £45,000 £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 24 March 2019.

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 March 2019. 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 -34 1,871 £70,000 +21.74% 165
London -11 1,176 £75,000 +7.14% 69
UK excluding London -60 794 £52,500 +5.00% 110
South East +31 395 £55,000 +10.00% 36
East of England -93 119 £57,500 +9.52% 20
North of England -5 111 £42,500 -5.56% 21
North West +6 93 £42,500 -8.60% 11
Scotland -9 88 £50,000 -4.76% 11
Midlands -18 37 £40,000 -11.11% 9
South West -24 33 £45,000 - 10
East Midlands -6 19 £40,000 -8.57% 6
West Midlands -14 18 £41,000 -8.89% 3
Yorkshire +22 9 £45,000 - 6
North East +18 9 £45,000 - 4
Northern Ireland -25 9 £37,500 +12.78%
Wales +14 2 £43,750 +9.38% 3

For the 6 months to 24 March 2019, 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.

1 954 (48.16%) Java
2 833 (42.05%) Agile Software Development
3 703 (35.49%) C#
4 642 (32.41%) C++
5 614 (30.99%) Finance
6 534 (26.96%) SQL
7 526 (26.55%) .NET
8 519 (26.20%) Software Engineering
9 444 (22.41%) TDD
10 405 (20.44%) OO
11 404 (20.39%) JavaScript
11 404 (20.39%) Multithreaded Programming
12 380 (19.18%) Linux
13 375 (18.93%) Python
14 339 (17.11%) Degree
15 321 (16.20%) Windows
16 312 (15.75%) SQL Server
17 304 (15.35%) Computer Science
18 289 (14.59%) AngularJS
19 286 (14.44%) Banking
20 282 (14.24%) Spring
21 274 (13.83%) Web Services
21 274 (13.83%) Low Latency
22 267 (13.48%) Amazon AWS
23 260 (13.12%) Algorithms
23 260 (13.12%) HTML
24 255 (12.87%) Microservices
25 253 (12.77%) Oracle
26 243 (12.27%) Concurrent Programming
27 231 (11.66%) Git (software)

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
1 110 (5.55%) Elasticsearch
2 62 (3.13%) Tomcat
3 50 (2.52%) JBoss
4 38 (1.92%) WebLogic
4 38 (1.92%) WebSphere
5 29 (1.46%) Apache Solr
6 28 (1.41%) CMS
7 26 (1.31%) Confluence
8 23 (1.16%) Adobe Experience Manager
9 15 (0.76%) Jetty
10 12 (0.61%) Apache
11 9 (0.45%) Cloud Foundry
11 9 (0.45%) IIS
11 9 (0.45%) Mule
12 8 (0.40%) Apache Spark
13 7 (0.35%) Anypoint
14 6 (0.30%) Ethereum
14 6 (0.30%) Hyperledger
15 5 (0.25%) Apache Pig
15 5 (0.25%) NServiceBus
Applications
1 39 (1.97%) Microsoft Office
2 25 (1.26%) AutoCAD
3 3 (0.15%) Microsoft Excel
4 2 (0.10%) Microsoft PowerPoint
4 2 (0.10%) MS Visio
5 1 (0.050%) Doxygen
5 1 (0.050%) PrintSoft PReS
Business Applications
1 33 (1.67%) SAP Hybris
2 21 (1.06%) Magento
2 21 (1.06%) SDL Web 8
3 12 (0.61%) SAP ERP
4 6 (0.30%) Distributed Ledger
4 6 (0.30%) R3 Corda
5 5 (0.25%) MetaTrader
6 2 (0.10%) SAP HR
6 2 (0.10%) thinkFolio
7 1 (0.050%) Dynamics CRM
7 1 (0.050%) Endur
7 1 (0.050%) nopCommerce
Cloud Services
1 267 (13.48%) Amazon AWS
2 218 (11.00%) Microsoft Azure
3 117 (5.91%) GitHub
4 53 (2.68%) Amazon EC2
5 48 (2.42%) Amazon S3
6 47 (2.37%) AWS Elastic Beanstalk
7 42 (2.12%) Serverless
8 41 (2.07%) AWS Lambda
9 37 (1.87%) Datadog
10 32 (1.62%) Cloud Computing
11 30 (1.51%) Amazon SQS
12 27 (1.36%) OpenShift
13 26 (1.31%) Slack
14 17 (0.86%) SaaS
15 15 (0.76%) Google Cloud Platform
16 11 (0.56%) CloudFront
16 11 (0.56%) Route 53
17 9 (0.45%) IaaS
18 8 (0.40%) CloudBees
19 7 (0.35%) PaaS
Communications & Networking
1 129 (6.51%) HTTP
2 66 (3.33%) TCP/IP
3 55 (2.78%) Internet
4 21 (1.06%) RS-232
5 12 (0.61%) HTTPS
6 10 (0.50%) Wireshark
7 8 (0.40%) RTP
8 7 (0.35%) RS-485
9 6 (0.30%) Asterisk PBX
9 6 (0.30%) Diameter Protocol
9 6 (0.30%) GSM
9 6 (0.30%) IPFS
9 6 (0.30%) LTE
9 6 (0.30%) MGW
9 6 (0.30%) PBX
9 6 (0.30%) Peer-to-Peer Networking
9 6 (0.30%) RANAP
9 6 (0.30%) SGSN
9 6 (0.30%) UMTS
10 5 (0.25%) SSL
Database & Business Intelligence
1 312 (15.75%) SQL Server
2 199 (10.05%) Relational Database
3 141 (7.12%) MySQL
4 135 (6.81%) NoSQL
5 119 (6.01%) RDBMS
6 112 (5.65%) MongoDB
7 98 (4.95%) Big Data
8 66 (3.33%) PostgreSQL
9 52 (2.62%) SQL Server 2016
10 46 (2.32%) Amazon RDS
11 45 (2.27%) Apache Cassandra
12 44 (2.22%) Hadoop
13 41 (2.07%) Blockchain
14 36 (1.82%) Redis
14 36 (1.82%) SQL Server 2012
15 33 (1.67%) SQL Server 2014
16 32 (1.62%) Amazon DynamoDB
17 26 (1.31%) SQL Server 2008
18 21 (1.06%) Endeca
18 21 (1.06%) MariaDB
Development Applications
1 231 (11.66%) Git (software)
2 135 (6.81%) Jenkins
3 126 (6.36%) Visual Studio
4 117 (5.91%) Maven
5 75 (3.79%) JIRA
6 74 (3.74%) JUnit
6 74 (3.74%) Selenium
7 60 (3.03%) Gradle
8 58 (2.93%) Ant
8 58 (2.93%) NUnit
8 58 (2.93%) TeamCity
9 57 (2.88%) Subversion
10 53 (2.68%) Team Foundation Server
11 45 (2.27%) Cucumber
12 43 (2.17%) Eclipse
13 40 (2.02%) GitLab
14 37 (1.87%) SonarQube
15 29 (1.46%) Mockito
16 28 (1.41%) Vagrant
17 25 (1.26%) IntelliJ
General
1 614 (30.99%) Finance
2 286 (14.44%) Banking
3 206 (10.40%) Front Office
4 124 (6.26%) Investment Banking
5 121 (6.11%) Games
6 58 (2.93%) Marketing
7 56 (2.83%) Telecoms
8 39 (1.97%) Financial Institution
9 38 (1.92%) Electronics
9 38 (1.92%) Retail
10 36 (1.82%) Manufacturing
11 24 (1.21%) Publishing
12 17 (0.86%) Law
13 16 (0.81%) Back Office
14 9 (0.45%) Military
15 7 (0.35%) Automotive
16 5 (0.25%) Aerospace
16 5 (0.25%) Legal
17 3 (0.15%) Advertising
17 3 (0.15%) Retail Banking
Job Titles
1 1,435 (72.44%) Developer
2 549 (27.71%) Java Developer
3 302 (15.24%) C++ Developer
4 299 (15.09%) C# Developer
5 295 (14.89%) Software Engineer
6 208 (10.50%) .NET Developer
7 200 (10.10%) Senior Developer
8 167 (8.43%) Software Developer
9 119 (6.01%) C# .NET Developer
10 118 (5.96%) C++ Software Engineer
11 91 (4.59%) Front Office Developer
12 85 (4.29%) Senior Java Developer
12 85 (4.29%) Senior Software Engineer
13 78 (3.94%) Architect
14 71 (3.58%) Lead Developer
15 70 (3.53%) SQL Developer
16 66 (3.33%) C++ Software Developer
17 65 (3.28%) Java Engineer
18 55 (2.78%) Developer/Software Engineer
19 50 (2.52%) C# Software Engineer
Libraries, Frameworks & Software Standards
1 526 (26.55%) .NET
2 289 (14.59%) AngularJS
3 282 (14.24%) Spring
4 274 (13.83%) Web Services
5 260 (13.12%) HTML
6 202 (10.20%) REST
7 187 (9.44%) RESTful
8 184 (9.29%) ASP.NET
9 177 (8.93%) WPF
10 176 (8.88%) XML
11 169 (8.53%) CSS
12 155 (7.82%) ASP.NET Web API
12 155 (7.82%) React
13 149 (7.52%) WCF
14 142 (7.17%) STL
15 135 (6.81%) .NET Framework
16 126 (6.36%) JSON
17 111 (5.60%) HTML5
18 106 (5.35%) Hibernate
19 97 (4.90%) ASP.NET MVC
Miscellaneous
1 260 (13.12%) Algorithms
2 225 (11.36%) Greenfield Project
3 160 (8.08%) Fintech
4 132 (6.66%) Data Structures
5 106 (5.35%) Derivative
6 93 (4.69%) Self-Motivation
7 90 (4.54%) Foreign Exchange (FX)
8 84 (4.24%) Fixed Income
9 66 (3.33%) Analytical Skills
10 59 (2.98%) User Experience
11 50 (2.52%) Enterprise Software
12 47 (2.37%) Linux Command Line
13 45 (2.27%) Hedge funds
14 39 (1.97%) Cloud Native
14 39 (1.97%) Mobile App
15 38 (1.92%) Virtual Team
16 33 (1.67%) Equities
17 26 (1.31%) PKI
18 24 (1.21%) Management Information System
19 23 (1.16%) RIA
Operating Systems
1 380 (19.18%) Linux
2 321 (16.20%) Windows
3 138 (6.97%) Unix
4 129 (6.51%) Android
5 63 (3.18%) Apple iOS
6 18 (0.91%) Ubuntu
7 17 (0.86%) Red Hat Enterprise Linux
8 16 (0.81%) Solaris
9 12 (0.61%) Mac OS X
9 12 (0.61%) Windows Server
10 10 (0.50%) CentOS
11 8 (0.40%) Embedded Linux
11 8 (0.40%) Windows 10
12 7 (0.35%) Mac OS
13 5 (0.25%) Fedora
13 5 (0.25%) Windows 7
14 2 (0.10%) FreeRTOS
14 2 (0.10%) Robot Operating System
14 2 (0.10%) uClinux
14 2 (0.10%) VMS
Processes & Methodologies
1 833 (42.05%) Agile Software Development
2 519 (26.20%) Software Engineering
3 444 (22.41%) TDD
4 405 (20.44%) OO
5 404 (20.39%) Multithreaded Programming
6 304 (15.35%) Computer Science
7 274 (13.83%) Low Latency
8 255 (12.87%) Microservices
9 243 (12.27%) Concurrent Programming
10 214 (10.80%) MVC
11 210 (10.60%) Test Automation
12 174 (8.78%) DevOps
13 173 (8.73%) Problem-Solving
14 169 (8.53%) Continuous Integration
15 166 (8.38%) Mathematics
16 154 (7.77%) Unit Testing
17 136 (6.87%) Scrum
18 124 (6.26%) OOP
19 119 (6.01%) SDLC
20 117 (5.91%) OOD
Programming Languages
1 954 (48.16%) Java
2 703 (35.49%) C#
3 642 (32.41%) C++
4 534 (26.96%) SQL
5 404 (20.39%) JavaScript
6 375 (18.93%) Python
7 208 (10.50%) C
8 124 (6.26%) Java 8
9 70 (3.53%) F#
10 62 (3.13%) Kotlin
11 57 (2.88%) Ruby
12 54 (2.73%) PL/SQL
12 54 (2.73%) Scala
13 49 (2.47%) Bash Shell
14 47 (2.37%) T-SQL
15 46 (2.32%) Go
16 38 (1.92%) PHP
17 34 (1.72%) Perl
18 29 (1.46%) Shell Script
19 26 (1.31%) Apple Swift
Qualifications
1 339 (17.11%) Degree
2 145 (7.32%) Computer Science Degree
3 36 (1.82%) Security Cleared
4 33 (1.67%) PhD
5 32 (1.62%) MPhil
6 28 (1.41%) SC Cleared
7 23 (1.16%) DV Cleared
8 8 (0.40%) CISSP
8 8 (0.40%) Master's Degree
9 7 (0.35%) Microsoft Certification
9 7 (0.35%) PMI Certification
10 6 (0.30%) CCNA
10 6 (0.30%) Cisco Certification
10 6 (0.30%) CompTIA Security+
10 6 (0.30%) GIAC
10 6 (0.30%) Linux+ Certification
10 6 (0.30%) MCSE
10 6 (0.30%) Network+ Certification
10 6 (0.30%) SANS
10 6 (0.30%) SSCP
Quality Assurance & Compliance
1 68 (3.43%) QA
2 4 (0.20%) Data Quality
3 3 (0.15%) EMIR
3 3 (0.15%) MiFID
4 2 (0.10%) Dodd-Frank
4 2 (0.10%) MISRA
4 2 (0.10%) MISRA C
5 1 (0.050%) IEC 62304
5 1 (0.050%) ISO 13485
5 1 (0.050%) ISO 9001
5 1 (0.050%) PSD2
5 1 (0.050%) SLA
System Software
1 157 (7.93%) Docker
2 35 (1.77%) vSphere
3 28 (1.41%) VirtualBox
4 20 (1.01%) Virtual Machines
5 9 (0.45%) HDFS
6 3 (0.15%) Apache ZooKeeper
6 3 (0.15%) VMware Infrastructure
7 2 (0.10%) Active Directory
8 1 (0.050%) Firmware
8 1 (0.050%) Platform Symphony
Systems Management
1 81 (4.09%) Ansible
2 53 (2.68%) Kubernetes
3 31 (1.56%) Puppet
4 29 (1.46%) Kibana
5 28 (1.41%) Opscode Chef
6 26 (1.31%) Terraform
7 12 (0.61%) Control-M
8 7 (0.35%) Salt
9 4 (0.20%) HP Quality Center
10 2 (0.10%) logstash
10 2 (0.10%) Single Sign-On
11 1 (0.050%) FlexNet
11 1 (0.050%) Grafana
11 1 (0.050%) Graphite
11 1 (0.050%) HP ALM
Vendors
1 253 (12.77%) Oracle
2 197 (9.94%) Microsoft
3 62 (3.13%) SAP
4 50 (2.52%) Google
5 40 (2.02%) TIBCO
6 33 (1.67%) hybris
7 31 (1.56%) Salesforce.com
8 30 (1.51%) Samsung
9 26 (1.31%) Solace
10 23 (1.16%) Adobe
10 23 (1.16%) Reuters
11 21 (1.06%) Elastic Path
11 21 (1.06%) Interwoven
12 18 (0.91%) Bloomberg
13 13 (0.66%) Apple
13 13 (0.66%) Sybase
13 13 (0.66%) Talarian
14 12 (0.61%) AppDynamics
15 11 (0.56%) StreamBase
15 11 (0.56%) Xamarin