Period
to 23 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Multithreaded
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 173 199 185
Rank change year-on-year +26 -14 -9
Permanent jobs citing Multithreading 3558 3238 4004
As % of all permanent IT jobs advertised in the UK 1.98% 1.71% 1.84%
As % of the Processes & Methodologies category 2.20% 1.91% 2.07%
Number of salaries quoted 2391 2916 3505
UK median annual salary £60,000 £60,000 £60,000
10th Percentile £35,250 £36,250 £36,250
90th Percentile £97,500 £100,000 £93,750
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 161952 169683 193148
As % of all permanent IT jobs advertised in the UK 89.90% 89.39% 88.81%
Number of salaries quoted 127936 140934 159138
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £79,350 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

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 November 2017.

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 November 2017. 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 +25 3405 £60,000 - 259
London +21 2236 £70,000 - 164
UK excluding London +21 1300 £50,000 - 104
South East -23 439 £47,500 -5.00% 37
East of England +56 424 £52,500 +5.00% 27
North of England +10 143 £45,000 - 18
North West -5 124 £45,000 -5.26% 9
Scotland +43 102 £50,000 +5.26% 7
Midlands +16 90 £42,500 -10.53% 6
South West -41 86 £45,000 -25.00% 7
East Midlands +22 50 £33,750 -25.82% 4
West Midlands +26 49 £35,000 -28.21% 2
Wales +9 17 £38,750 -8.82%
Yorkshire +20 13 £45,000 - 7
Northern Ireland -19 11 £51,250 +46.43% 2
North East +10 6 £37,500 -20.21% 2

For the 6 months to 23 November 2017, IT jobs citing Multithreading also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Multithreading.

1 2184 (61.38%) Java
2 1954 (54.92%) Agile Software Development
3 1541 (43.31%) Finance
4 1164 (32.72%) C#
5 1127 (31.68%) Banking
6 1058 (29.74%) Software Engineering
7 933 (26.22%) TDD
8 906 (25.46%) OO
9 888 (24.96%) Investment Banking
10 883 (24.82%) C++
11 798 (22.43%) SQL
12 778 (21.87%) Low Latency
13 753 (21.16%) .NET
14 751 (21.11%) Asset Management
15 750 (21.08%) Wealth Management
16 749 (21.05%) Retail Banking
17 671 (18.86%) Multithreaded Programming
18 635 (17.85%) Scrum
19 606 (17.03%) Spring
20 587 (16.50%) SQL Server
21 578 (16.25%) Degree
22 530 (14.90%) Computer Science
23 527 (14.81%) Linux
24 524 (14.73%) JavaScript
25 523 (14.70%) BDD
26 517 (14.53%) Continuous Integration
27 506 (14.22%) Concurrent Programming
28 502 (14.11%) Front Office
29 485 (13.63%) SDLC
30 476 (13.38%) Python

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
1 249 (7.00%) Tomcat
2 213 (5.99%) Elasticsearch
3 135 (3.79%) JBoss
4 132 (3.71%) Apache
5 80 (2.25%) WebSphere
6 72 (2.02%) WebLogic
7 70 (1.97%) Apache Spark
8 59 (1.66%) Jetty
9 44 (1.24%) Oracle Workflow
10 34 (0.96%) Apache Solr
11 30 (0.84%) CMS
12 28 (0.79%) WebSphere Application Server
13 25 (0.70%) Oracle Coherence
14 23 (0.65%) IIS
15 17 (0.48%) OpenStack
16 16 (0.45%) Apache Geronimo
16 16 (0.45%) Apache Pig
16 16 (0.45%) WildFly
17 15 (0.42%) GemFire
17 15 (0.42%) Oracle SOA Suite
Applications
1 20 (0.56%) Microsoft Excel
2 10 (0.28%) Doxygen
2 10 (0.28%) Microsoft Office
3 5 (0.14%) Microsoft PowerPoint
4 4 (0.11%) Spreadsheet
5 2 (0.056%) MS Visio
Business Applications
1 21 (0.59%) Oracle EBS
2 14 (0.39%) MetaTrader
3 7 (0.20%) ION MarketView
3 7 (0.20%) RMDS
4 4 (0.11%) Front Arena
5 2 (0.056%) BusinessWorks
5 2 (0.056%) Tradar
6 1 (0.028%) Advent Moxy
6 1 (0.028%) Oracle BPM
6 1 (0.028%) Payment Gateway
6 1 (0.028%) Summit
Cloud Services
1 309 (8.68%) Amazon AWS
2 270 (7.59%) Microsoft Azure
3 67 (1.88%) SaaS
4 34 (0.96%) GitHub
4 34 (0.96%) Google Cloud Platform
5 31 (0.87%) Cloud Computing
6 12 (0.34%) Google Play
7 6 (0.17%) npm
8 4 (0.11%) Bluemix
8 4 (0.11%) Dropbox
8 4 (0.11%) Google Drive
8 4 (0.11%) IBM Cloud
8 4 (0.11%) Office 365
8 4 (0.11%) PaaS
9 3 (0.084%) Amazon SQS
9 3 (0.084%) IaaS
10 2 (0.056%) OpenShift
11 1 (0.028%) AWS Lambda
11 1 (0.028%) Cortana Intelligence Suite
11 1 (0.028%) Serverless
Communications & Networking
1 109 (3.06%) TCP/IP
2 77 (2.16%) HTTP
3 56 (1.57%) Internet
4 51 (1.43%) Wireless
5 28 (0.79%) RTP
6 27 (0.76%) GSM
6 27 (0.76%) LTE
6 27 (0.76%) UMTS
7 26 (0.73%) Asterisk PBX
7 26 (0.73%) Diameter Protocol
7 26 (0.73%) PBX
7 26 (0.73%) RANAP
7 26 (0.73%) Wireshark
8 25 (0.70%) MGW
8 25 (0.70%) SGSN
9 24 (0.67%) AMQP
9 24 (0.67%) GGSN
10 21 (0.59%) Broadband
11 18 (0.51%) SSL
12 15 (0.42%) SMPP
Database & Business Intelligence
1 587 (16.50%) SQL Server
2 355 (9.98%) NoSQL
3 318 (8.94%) MongoDB
4 314 (8.83%) Big Data
5 280 (7.87%) Relational Database
6 242 (6.80%) Apache Cassandra
7 226 (6.35%) Hadoop
8 162 (4.55%) RDBMS
9 154 (4.33%) MySQL
10 150 (4.22%) Redis
11 113 (3.18%) SQL Server 2014
12 88 (2.47%) Neo4j
13 51 (1.43%) Oracle Database
14 47 (1.32%) Riak
15 46 (1.29%) Couchbase
15 46 (1.29%) SQL Server 2016
16 45 (1.26%) PostgreSQL
17 41 (1.15%) HBase
18 31 (0.87%) Blockchain
19 29 (0.82%) InterSystems Cache
Development Applications
1 327 (9.19%) Git (software)
2 277 (7.79%) TeamCity
3 243 (6.83%) JIRA
4 235 (6.60%) JUnit
5 224 (6.30%) Maven
6 217 (6.10%) Subversion
7 172 (4.83%) Visual Studio
8 120 (3.37%) Jenkins
9 77 (2.16%) NUnit
10 68 (1.91%) Cucumber
11 63 (1.77%) Ant
12 62 (1.74%) Hudson
13 61 (1.71%) jMock
14 56 (1.57%) Mockito
15 52 (1.46%) Team Foundation Server
16 50 (1.41%) Moq
17 49 (1.38%) Selenium
18 48 (1.35%) Gradle
19 43 (1.21%) Mercurial
19 43 (1.21%) MSTest
General
1 1541 (43.31%) Finance
2 1127 (31.68%) Banking
3 888 (24.96%) Investment Banking
4 749 (21.05%) Retail Banking
5 502 (14.11%) Front Office
6 295 (8.29%) Games
7 125 (3.51%) Telecoms
8 73 (2.05%) Retail
9 54 (1.52%) Electronics
10 43 (1.21%) Marketing
11 39 (1.10%) Manufacturing
12 29 (0.82%) Legal
13 24 (0.67%) Aerospace
13 24 (0.67%) Back Office
14 23 (0.65%) Publishing
15 17 (0.48%) Financial Institution
15 17 (0.48%) Online Betting
16 15 (0.42%) Automotive
17 14 (0.39%) Advertising
18 12 (0.34%) Law
Job Titles
1 2328 (65.43%) Developer
2 1185 (33.31%) Java Developer
3 723 (20.32%) Software Engineer
4 478 (13.43%) Senior Developer
5 418 (11.75%) C# Developer
6 395 (11.10%) .NET Developer
7 286 (8.04%) C++ Software Engineer
8 276 (7.76%) Senior Software Engineer
9 270 (7.59%) Senior Java Developer
10 239 (6.72%) Software Developer
11 227 (6.38%) C++ Developer
12 167 (4.69%) Java Engineer
13 165 (4.64%) C# .NET Developer
14 157 (4.41%) Electronic Trading Developer
15 143 (4.02%) Lead Developer
16 128 (3.60%) Core Java Developer
17 118 (3.32%) Graduate
18 109 (3.06%) Java Software Engineer
19 100 (2.81%) Junior
20 96 (2.70%) Technical Leader
Libraries, Frameworks & Software Standards
1 753 (21.16%) .NET
2 606 (17.03%) Spring
3 459 (12.90%) Web Services
4 440 (12.37%) AngularJS
5 428 (12.03%) HTML
6 403 (11.33%) WPF
7 399 (11.21%) RESTful
8 354 (9.95%) REST
9 336 (9.44%) XML
10 312 (8.77%) Hibernate
11 311 (8.74%) ASP.NET
12 287 (8.07%) CSS
13 261 (7.34%) ASP.NET MVC
14 254 (7.14%) WCF
15 225 (6.32%) ASP.NET Web API
16 214 (6.01%) HTML5
17 209 (5.87%) J2EE
18 199 (5.59%) RabbitMQ
19 188 (5.28%) KnockoutJS
20 179 (5.03%) JSON
Miscellaneous
1 530 (14.90%) Computer Science
2 424 (11.92%) Algorithms
3 420 (11.80%) Analytical Skills
4 386 (10.85%) Foreign Exchange (FX)
5 301 (8.46%) Derivative
6 285 (8.01%) Greenfield Project
7 238 (6.69%) Data Structures
8 181 (5.09%) Fixed Income
9 178 (5.00%) Equities
10 177 (4.97%) Fintech
11 141 (3.96%) Equity Derivative
12 132 (3.71%) User Experience
13 127 (3.57%) Enterprise Software
14 110 (3.09%) Client/Server
15 94 (2.64%) Hedge funds
16 70 (1.97%) Mobile App
17 43 (1.21%) CUDA
17 43 (1.21%) Linux Command Line
18 38 (1.07%) Video\Live Streaming
19 36 (1.01%) Robotics
Operating Systems
1 527 (14.81%) Linux
2 467 (13.13%) Windows
3 307 (8.63%) Unix
4 103 (2.89%) Android
5 88 (2.47%) Apple iOS
6 33 (0.93%) Windows Embedded Compact
7 26 (0.73%) Solaris
8 25 (0.70%) Embedded Linux
9 14 (0.39%) Windows 7
10 13 (0.37%) Mac OS X
10 13 (0.37%) Windows 10
11 9 (0.25%) AIX
11 9 (0.25%) CoreOS
12 8 (0.22%) Oracle Linux
12 8 (0.22%) Windows XP
13 5 (0.14%) Windows Server
14 3 (0.084%) CentOS
14 3 (0.084%) Mac OS
15 2 (0.056%) Red Hat Enterprise Linux
Processes & Methodologies
1 1954 (54.92%) Agile Software Development
2 1058 (29.74%) Software Engineering
3 933 (26.22%) TDD
4 906 (25.46%) OO
5 778 (21.87%) Low Latency
6 751 (21.11%) Asset Management
7 750 (21.08%) Wealth Management
8 671 (18.86%) Multithreaded Programming
9 635 (17.85%) Scrum
10 523 (14.70%) BDD
11 517 (14.53%) Continuous Integration
12 506 (14.22%) Concurrent Programming
13 485 (13.63%) SDLC
14 468 (13.15%) MVC
15 370 (10.40%) OOD
16 345 (9.70%) Kanban
17 333 (9.36%) OOP
18 314 (8.83%) Unit Testing
19 289 (8.12%) Test Automation
20 280 (7.87%) Microservices
Programming Languages
1 2184 (61.38%) Java
2 1164 (32.72%) C#
3 883 (24.82%) C++
4 798 (22.43%) SQL
5 524 (14.73%) JavaScript
6 476 (13.38%) Python
7 329 (9.25%) C
8 206 (5.79%) F#
9 197 (5.54%) Ruby
10 125 (3.51%) Scala
11 90 (2.53%) Shell Script
12 84 (2.36%) T-SQL
13 77 (2.16%) Bash Shell
14 66 (1.85%) TypeScript
15 59 (1.66%) Groovy
16 43 (1.21%) Perl
17 38 (1.07%) Objective-C
18 33 (0.93%) PowerShell
19 31 (0.87%) PL/SQL
20 30 (0.84%) PHP
Qualifications
1 578 (16.25%) Degree
2 173 (4.86%) Computer Science Degree
3 110 (3.09%) PhD
4 26 (0.73%) Sun Certification
5 24 (0.67%) Microsoft Certification
5 24 (0.67%) Security Cleared
6 18 (0.51%) Numerate Degree
7 16 (0.45%) Master's Degree
8 12 (0.34%) OCMJD
8 12 (0.34%) OCPJP
8 12 (0.34%) OCPJWCD
8 12 (0.34%) Oracle Certification
9 11 (0.31%) CCNA
9 11 (0.31%) Cisco Certification
9 11 (0.31%) CISSP
9 11 (0.31%) GIAC
9 11 (0.31%) Linux+ Certification
9 11 (0.31%) MCSE
9 11 (0.31%) Network+ Certification
9 11 (0.31%) SSCP
Quality Assurance & Compliance
1 228 (6.41%) QA
2 8 (0.22%) ISO 13485
2 8 (0.22%) ISO 9001
2 8 (0.22%) MISRA
2 8 (0.22%) MISRA C
3 6 (0.17%) DO-178B
3 6 (0.17%) MIL-STD-498
4 4 (0.11%) 21 CFR Part 11
4 4 (0.11%) IEC 62304
4 4 (0.11%) OIPF
4 4 (0.11%) SLA
5 3 (0.084%) JTAG
6 2 (0.056%) MiFID
6 2 (0.056%) PCI DSS
7 1 (0.028%) GDPR
7 1 (0.028%) PMO
System Software
1 124 (3.49%) Docker
2 8 (0.22%) Apache Flume
2 8 (0.22%) Firmware
2 8 (0.22%) vSphere
3 7 (0.20%) Virtual Machines
4 4 (0.11%) HDFS
4 4 (0.11%) NFS
4 4 (0.11%) Samba
4 4 (0.11%) Virtual Desktop
4 4 (0.11%) VMware ESXi
4 4 (0.11%) VMware NSX
5 3 (0.084%) Apache ZooKeeper
6 2 (0.056%) Active Directory
7 1 (0.028%) GridGain
7 1 (0.028%) VMware Infrastructure
Systems Management
1 168 (4.72%) Kibana
2 91 (2.56%) Business Desktop Deployment
3 90 (2.53%) WSUS
4 52 (1.46%) Puppet
5 50 (1.41%) Ansible
6 40 (1.12%) Opscode Chef
7 24 (0.67%) Salt
8 20 (0.56%) logstash
9 19 (0.53%) Cobbler
10 5 (0.14%) Consul
10 5 (0.14%) Kubernetes
10 5 (0.14%) Nagios
10 5 (0.14%) vCenter Server
11 4 (0.11%) Grafana
11 4 (0.11%) systemd
12 2 (0.056%) Prometheus
13 1 (0.028%) Control-M
13 1 (0.028%) Hadoop YARN
13 1 (0.028%) StatsD
13 1 (0.028%) Terraform
Vendors
1 428 (12.03%) Oracle
2 325 (9.13%) Microsoft
3 172 (4.83%) Google
4 111 (3.12%) Sybase
5 94 (2.64%) ION Trading
6 80 (2.25%) TIBCO
7 72 (2.02%) Murex
8 66 (1.85%) Sun
9 48 (1.35%) Perforce
10 44 (1.24%) CA Agile Central
11 42 (1.18%) IBM
12 34 (0.96%) Apple
13 26 (0.73%) Cisco
14 20 (0.56%) Solace
15 18 (0.51%) SAP
16 17 (0.48%) Intel
16 17 (0.48%) StreamBase
17 14 (0.39%) Atlassian
17 14 (0.39%) Samsung
18 13 (0.37%) Terracotta