Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 January 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
UK > England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 187 189 169
Rank change year-on-year +2 -20 +13
Permanent jobs citing Multithreading 2,969 3,023 3,998
As % of all permanent IT jobs advertised in England 1.83% 1.83% 2.04%
As % of the Processes & Methodologies category 2.03% 2.05% 2.29%
Number of salaries quoted 2,256 2,700 3,625
England median annual salary £60,000 £60,000 £60,000
10th Percentile £36,250 £37,500 £37,500
90th Percentile £97,500 £98,750 £95,000
UK median annual salary £57,500 £60,000 £60,000
% change year-on-year -4.17% - +4.35%

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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 145,911 147,568 174,352
As % of all permanent IT jobs advertised in England 89.84% 89.55% 88.89%
Number of salaries quoted 118,420 122,856 146,011
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,000 £28,500 £27,875
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,750 £47,500
% change year-on-year +2.56% +2.63% +5.56%

Multithreading
Job Vacancy Trend in England

Job postings citing Multithreading as a percentage of all IT jobs advertised in England.

Job vacancy trend for Multithreading in England

Multithreading
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Multithreading in England.

Salary trend for Multithreading in England

Multithreading
Salary Histogram in England

The salary distribution of IT jobs citing Multithreading in England over the 6 months to 22 January 2018.

Salary histogram for Multithreading in England

Multithreading
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Multithreading within the England region over the 6 months to 22 January 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
London -23 1,765 £70,000 - 306
South East -3 446 £50,000 - 49
East of England +47 436 £52,500 +5.00% 45
North of England -4 154 £45,000 - 33
North West +11 133 £50,000 - 21
Midlands +15 99 £45,000 - 19
South West -46 76 £47,500 -24.00% 11
East Midlands +16 57 £39,000 -13.33% 7
West Midlands +20 51 £40,000 -17.95% 12
Yorkshire +15 15 £43,750 -2.78% 8
North East -20 6 £37,500 +15.38% 4
Multithreading
UK

For the 6 months to 22 January 2018, 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 across the England region with a requirement for Multithreading.

1 1,666 (56.11%) Java
2 1,541 (51.90%) Agile Software Development
3 1,119 (37.69%) Finance
4 1,028 (34.62%) C#
5 964 (32.47%) Software Engineering
6 904 (30.45%) C++
7 772 (26.00%) OO
8 742 (24.99%) TDD
9 697 (23.48%) SQL
10 678 (22.84%) Banking
11 658 (22.16%) .NET
12 563 (18.96%) Degree
13 559 (18.83%) Linux
14 555 (18.69%) Low Latency
15 533 (17.95%) Multithreaded Programming
16 511 (17.21%) Computer Science
17 498 (16.77%) Python
18 485 (16.34%) Investment Banking
19 481 (16.20%) SQL Server
20 439 (14.79%) Spring
21 436 (14.69%) Windows
22 416 (14.01%) Algorithms
23 398 (13.41%) JavaScript
24 377 (12.70%) MVC
25 371 (12.50%) WPF
25 371 (12.50%) AngularJS
26 368 (12.39%) Front Office
26 368 (12.39%) Retail Banking
26 368 (12.39%) Asset Management
27 367 (12.36%) Wealth Management

Multithreading
Co-occurring IT Skills in England 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
1 211 (7.11%) Elasticsearch
2 131 (4.41%) Tomcat
3 65 (2.19%) Apache
4 42 (1.41%) JBoss
5 41 (1.38%) WebSphere
6 39 (1.31%) Apache Spark
7 36 (1.21%) WebLogic
8 27 (0.91%) Jetty
9 26 (0.88%) Oracle Workflow
10 17 (0.57%) IIS
10 17 (0.57%) Oracle Coherence
11 16 (0.54%) CMS
11 16 (0.54%) WebSphere Application Server
12 15 (0.51%) Oracle SOA Suite
13 12 (0.40%) MQSeries
14 11 (0.37%) Apache Pig
14 11 (0.37%) Apache Solr
15 8 (0.27%) Confluence
16 6 (0.20%) Umbraco
17 5 (0.17%) SharePoint
Applications
1 10 (0.34%) Doxygen
1 10 (0.34%) Microsoft Excel
2 6 (0.20%) Microsoft Office
3 5 (0.17%) Maya
4 4 (0.13%) Microsoft PowerPoint
4 4 (0.13%) Spreadsheet
5 2 (0.067%) MS Visio
5 2 (0.067%) Photoshop
6 1 (0.034%) 3ds Max
6 1 (0.034%) ZBrush
Business Applications
1 13 (0.44%) Oracle EBS
2 10 (0.34%) MetaTrader
2 10 (0.34%) RMDS
3 2 (0.067%) BusinessWorks
3 2 (0.067%) Front Arena
3 2 (0.067%) Payment Gateway
3 2 (0.067%) Tradar
4 1 (0.034%) Advent Moxy
4 1 (0.034%) ION MarketView
4 1 (0.034%) Summit
Cloud Services
1 271 (9.13%) Amazon AWS
2 261 (8.79%) Microsoft Azure
3 54 (1.82%) SaaS
4 30 (1.01%) Google Cloud Platform
5 29 (0.98%) GitHub
6 27 (0.91%) Cloud Computing
7 10 (0.34%) Bluemix
7 10 (0.34%) Google Play
7 10 (0.34%) IBM Cloud
8 4 (0.13%) Dropbox
8 4 (0.13%) Google Drive
9 2 (0.067%) Office 365
9 2 (0.067%) Serverless
10 1 (0.034%) Amazon EC2
10 1 (0.034%) Amazon S3
10 1 (0.034%) Amazon SQS
10 1 (0.034%) Cortana Intelligence Suite
10 1 (0.034%) IaaS
10 1 (0.034%) PaaS
10 1 (0.034%) Slack
Communications & Networking
1 134 (4.51%) TCP/IP
2 75 (2.53%) HTTP
3 44 (1.48%) Wireless
4 42 (1.41%) Internet
5 35 (1.18%) RTP
6 34 (1.15%) Asterisk PBX
6 34 (1.15%) Diameter Protocol
6 34 (1.15%) GGSN
6 34 (1.15%) GSM
6 34 (1.15%) LTE
6 34 (1.15%) MGW
6 34 (1.15%) PBX
6 34 (1.15%) RANAP
6 34 (1.15%) SGSN
6 34 (1.15%) UMTS
6 34 (1.15%) Wireshark
7 20 (0.67%) Network Security
8 19 (0.64%) SSL
9 15 (0.51%) Firewall
10 13 (0.44%) SMPP
Database & Business Intelligence
1 481 (16.20%) SQL Server
2 266 (8.96%) MongoDB
3 261 (8.79%) NoSQL
4 201 (6.77%) Big Data
5 157 (5.29%) Relational Database
6 125 (4.21%) Hadoop
7 120 (4.04%) MySQL
8 112 (3.77%) RDBMS
9 108 (3.64%) Apache Cassandra
10 94 (3.17%) SQL Server 2014
11 69 (2.32%) SQL Server 2016
12 61 (2.05%) Redis
13 40 (1.35%) Oracle Database
14 33 (1.11%) Neo4j
15 32 (1.08%) HBase
16 28 (0.94%) Blockchain
17 26 (0.88%) PostgreSQL
18 20 (0.67%) SQL Server 2008
19 17 (0.57%) InterSystems Cache
20 13 (0.44%) Riak
Development Applications
1 282 (9.50%) Git (software)
2 211 (7.11%) TeamCity
3 165 (5.56%) Subversion
4 163 (5.49%) Maven
5 149 (5.02%) JIRA
6 147 (4.95%) Visual Studio
7 139 (4.68%) JUnit
8 82 (2.76%) Jenkins
9 66 (2.22%) Gradle
10 55 (1.85%) NUnit
11 40 (1.35%) GCC
11 40 (1.35%) GDB
11 40 (1.35%) Mockito
12 38 (1.28%) Team Foundation Server
13 37 (1.25%) Moq
13 37 (1.25%) MSTest
14 35 (1.18%) Rhino Mocks
15 34 (1.15%) Trac
16 31 (1.04%) Cucumber
17 30 (1.01%) Ant
General
1 1,119 (37.69%) Finance
2 678 (22.84%) Banking
3 485 (16.34%) Investment Banking
4 368 (12.39%) Front Office
4 368 (12.39%) Retail Banking
5 279 (9.40%) Games
6 109 (3.67%) Telecoms
7 69 (2.32%) Retail
8 49 (1.65%) Electronics
9 30 (1.01%) Online Betting
10 27 (0.91%) Marketing
11 25 (0.84%) Financial Institution
12 24 (0.81%) Manufacturing
13 20 (0.67%) Back Office
13 20 (0.67%) Legal
14 19 (0.64%) Automotive
15 18 (0.61%) Aerospace
16 17 (0.57%) Advertising
17 11 (0.37%) General Ledger
18 9 (0.30%) Publishing
Job Titles
1 1,926 (64.87%) Developer
2 909 (30.62%) Java Developer
3 646 (21.76%) Software Engineer
4 348 (11.72%) Senior Developer
5 328 (11.05%) .NET Developer
6 321 (10.81%) C# Developer
7 294 (9.90%) C++ Software Engineer
8 243 (8.18%) Senior Software Engineer
9 231 (7.78%) C++ Developer
10 191 (6.43%) Software Developer
11 185 (6.23%) Senior Java Developer
12 155 (5.22%) Java Engineer
13 128 (4.31%) Graduate
14 116 (3.91%) C# .NET Developer
15 109 (3.67%) Messaging Developer
16 108 (3.64%) Java Software Engineer
17 98 (3.30%) Electronic Trading Developer
18 94 (3.17%) Lead Developer
19 88 (2.96%) Core Java Developer
20 87 (2.93%) Graduate Developer
Libraries, Frameworks & Software Standards
1 658 (22.16%) .NET
2 439 (14.79%) Spring
3 371 (12.50%) AngularJS
3 371 (12.50%) WPF
4 359 (12.09%) Web Services
5 350 (11.79%) RESTful
6 317 (10.68%) HTML
7 285 (9.60%) XML
8 280 (9.43%) ASP.NET
9 276 (9.30%) REST
10 238 (8.02%) ASP.NET MVC
11 223 (7.51%) CSS
12 215 (7.24%) ASP.NET Web API
13 211 (7.11%) WCF
14 202 (6.80%) KnockoutJS
15 189 (6.37%) RabbitMQ
16 182 (6.13%) J2EE
16 182 (6.13%) STL
17 172 (5.79%) Twitter Bootstrap
18 164 (5.52%) Node.js
Miscellaneous
1 511 (17.21%) Computer Science
2 416 (14.01%) Algorithms
3 295 (9.94%) Analytical Skills
4 275 (9.26%) Foreign Exchange (FX)
5 239 (8.05%) Greenfield Project
6 192 (6.47%) Derivative
7 174 (5.86%) Data Structures
8 173 (5.83%) Fintech
9 157 (5.29%) Equities
10 124 (4.18%) Fixed Income
11 102 (3.44%) Client/Server
12 95 (3.20%) Enterprise Software
13 74 (2.49%) Equity Derivative
14 73 (2.46%) Hedge funds
15 71 (2.39%) User Experience
16 61 (2.05%) CUDA
17 46 (1.55%) Mobile App
18 39 (1.31%) Smart City
19 35 (1.18%) Online Games
20 30 (1.01%) Over-the-Top Content
Operating Systems
1 559 (18.83%) Linux
2 436 (14.69%) Windows
3 252 (8.49%) Unix
4 83 (2.80%) Android
5 61 (2.05%) Apple iOS
6 29 (0.98%) Embedded Linux
7 22 (0.74%) Solaris
8 21 (0.71%) Windows Embedded Compact
9 15 (0.51%) CoreOS
10 13 (0.44%) Mac OS X
11 9 (0.30%) Windows 10
11 9 (0.30%) Windows 7
12 8 (0.27%) Oracle Linux
13 6 (0.20%) AIX
14 5 (0.17%) Windows 8
14 5 (0.17%) Windows Server
15 2 (0.067%) CentOS
15 2 (0.067%) Ubuntu
15 2 (0.067%) Windows XP
Processes & Methodologies
1 1,541 (51.90%) Agile Software Development
2 964 (32.47%) Software Engineering
3 772 (26.00%) OO
4 742 (24.99%) TDD
5 555 (18.69%) Low Latency
6 533 (17.95%) Multithreaded Programming
7 377 (12.70%) MVC
8 368 (12.39%) Asset Management
9 367 (12.36%) Wealth Management
10 366 (12.33%) Continuous Integration
11 363 (12.23%) Scrum
12 322 (10.85%) Concurrent Programming
13 311 (10.47%) SDLC
14 281 (9.46%) BDD
15 279 (9.40%) OOP
16 274 (9.23%) Mathematics
17 272 (9.16%) Kanban
18 261 (8.79%) OOD
19 252 (8.49%) Microservices
20 229 (7.71%) Unit Testing
Programming Languages
1 1,666 (56.11%) Java
2 1,028 (34.62%) C#
3 904 (30.45%) C++
4 697 (23.48%) SQL
5 498 (16.77%) Python
6 398 (13.41%) JavaScript
7 352 (11.86%) C
8 205 (6.90%) F#
9 198 (6.67%) Ruby
10 115 (3.87%) Scala
11 61 (2.05%) Shell Script
12 54 (1.82%) Bash Shell
13 53 (1.79%) T-SQL
14 42 (1.41%) TypeScript
15 37 (1.25%) Objective-C
16 33 (1.11%) Go
16 33 (1.11%) Perl
17 32 (1.08%) Kotlin
18 31 (1.04%) PHP
19 26 (0.88%) Groovy
Qualifications
1 563 (18.96%) Degree
2 172 (5.79%) Computer Science Degree
3 146 (4.92%) PhD
4 26 (0.88%) Microsoft Certification
4 26 (0.88%) Security Cleared
5 25 (0.84%) Sun Certification
6 20 (0.67%) Numerate Degree
7 15 (0.51%) Master's Degree
8 13 (0.44%) CCNA
8 13 (0.44%) Cisco Certification
8 13 (0.44%) CISSP
8 13 (0.44%) GIAC
8 13 (0.44%) Linux+ Certification
8 13 (0.44%) MCSE
8 13 (0.44%) Network+ Certification
8 13 (0.44%) SANS
8 13 (0.44%) SSCP
9 12 (0.40%) OCPJP
9 12 (0.40%) OCPJWCD
9 12 (0.40%) Oracle Certification
Quality Assurance & Compliance
1 143 (4.82%) QA
2 9 (0.30%) MISRA
2 9 (0.30%) MISRA C
3 8 (0.27%) ISO 13485
3 8 (0.27%) ISO 9001
4 6 (0.20%) DO-178B
4 6 (0.20%) IEC 62304
4 6 (0.20%) MIL-STD-498
5 5 (0.17%) SLA
6 4 (0.13%) 21 CFR Part 11
6 4 (0.13%) OIPF
7 2 (0.067%) ISO 26262
7 2 (0.067%) JTAG
7 2 (0.067%) MiFID
7 2 (0.067%) PCI DSS
8 1 (0.034%) GDPR
8 1 (0.034%) ISO/IEC 27001
8 1 (0.034%) PMO
System Software
1 125 (4.21%) Docker
2 12 (0.40%) vSphere
3 9 (0.30%) Firmware
4 4 (0.13%) NFS
4 4 (0.13%) Samba
4 4 (0.13%) VMware ESXi
4 4 (0.13%) VMware NSX
5 2 (0.067%) Apache ZooKeeper
5 2 (0.067%) GridGain
5 2 (0.067%) Virtual Machines
5 2 (0.067%) VMware Infrastructure
6 1 (0.034%) HDFS
Systems Management
1 167 (5.62%) Kibana
2 116 (3.91%) Business Desktop Deployment
3 114 (3.84%) WSUS
4 28 (0.94%) Ansible
5 24 (0.81%) Puppet
6 14 (0.47%) Salt
7 9 (0.30%) Opscode Chef
8 8 (0.27%) Hadoop YARN
8 8 (0.27%) Kubernetes
9 7 (0.24%) Consul
10 6 (0.20%) vCenter Server
11 5 (0.17%) logstash
12 4 (0.13%) Nagios
12 4 (0.13%) systemd
13 2 (0.067%) Cobbler
13 2 (0.067%) Docker Swarm
13 2 (0.067%) Grafana
13 2 (0.067%) MOM
13 2 (0.067%) ZABBIX
14 1 (0.034%) StatsD
Vendors
1 326 (10.98%) Oracle
2 298 (10.04%) Microsoft
3 143 (4.82%) Google
4 60 (2.02%) TIBCO
5 48 (1.62%) Sybase
6 39 (1.31%) ION Trading
7 36 (1.21%) Murex
8 34 (1.15%) Cisco
9 31 (1.04%) Sun
10 29 (0.98%) Apple
11 26 (0.88%) IBM
12 21 (0.71%) Solace
13 20 (0.67%) Intel
14 19 (0.64%) Terracotta
15 17 (0.57%) StreamBase
16 14 (0.47%) Samsung
17 12 (0.40%) Atlassian
17 12 (0.40%) Facebook
18 11 (0.37%) NVIDIA
19 10 (0.34%) WorldPay