Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Parallel Programming skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Parallel Programming over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Parallel Programming
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1139 1178 1211
Rank change year-on-year +39 +33 +30
Permanent jobs citing Parallel Programming 50 59 85
As % of all permanent IT jobs advertised in the UK 0.028% 0.031% 0.039%
As % of the Processes & Methodologies category 0.031% 0.035% 0.044%
Number of salaries quoted 37 48 84
UK median annual salary £60,000 £67,500 £45,000
Median salary % change year-on-year -11.11% +50.00% -
10th Percentile £45,000 £27,500 £34,500
90th Percentile £74,250 £115,000 £65,000
UK excluding London median annual salary £57,500 £35,000 £45,000
% change year-on-year +64.29% -22.22% +20.00%

Parallel Programming 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%

Parallel Programming
Job Vacancy Trend

Job postings citing Parallel Programming as a percentage of all IT jobs advertised.

Job vacancy trend for Parallel Programming in the UK

Parallel Programming
Salary Trend

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

Salary trend for Parallel Programming in the UK

Parallel Programming
Salary Histogram

The salary distribution of IT jobs citing Parallel Programming over the 6 months to 23 November 2017.

Salary histogram for Parallel Programming in the UK

Parallel Programming
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Parallel Programming 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 +28 50 £60,000 -11.11%
UK excluding London +46 36 £57,500 +64.29%
South West +31 24 £60,000 +14.29%
London -3 14 £69,000 -26.40%
South East +22 11 £50,000 +66.67%
Midlands +16 1 £55,000 +57.14%
West Midlands +7 1 £55,000 +57.14%

For the 6 months to 23 November 2017, IT jobs citing Parallel Programming 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 Parallel Programming.

1 29 (58.00%) C++
1 29 (58.00%) Linux
2 25 (50.00%) Software Engineering
3 23 (46.00%) Degree
3 23 (46.00%) C
4 20 (40.00%) C#
4 20 (40.00%) .NET
5 17 (34.00%) Agile Software Development
6 16 (32.00%) Electronics
6 16 (32.00%) ASP.NET
6 16 (32.00%) Computer Science
6 16 (32.00%) Open Source
7 15 (30.00%) WCF
7 15 (30.00%) SQL
7 15 (30.00%) JavaScript
7 15 (30.00%) MVC
8 14 (28.00%) jQuery
8 14 (28.00%) OpenMP
9 13 (26.00%) ASP.NET MVC
9 13 (26.00%) TDD
9 13 (26.00%) Java
10 12 (24.00%) T-SQL
10 12 (24.00%) Finance
10 12 (24.00%) AngularJS
11 11 (22.00%) Middleware
11 11 (22.00%) Scrum
11 11 (22.00%) SQL Server
11 11 (22.00%) HTML
11 11 (22.00%) CSS
11 11 (22.00%) Microsoft Azure

Parallel Programming
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 3 (6.00%) IIS
2 2 (4.00%) OpenStack
Cloud Services
1 11 (22.00%) Microsoft Azure
2 7 (14.00%) Cloud Computing
3 5 (10.00%) PaaS
4 3 (6.00%) npm
5 2 (4.00%) IaaS
5 2 (4.00%) Office 365
5 2 (4.00%) SaaS
Communications & Networking
1 6 (12.00%) TCP/IP
2 2 (4.00%) DNS
2 2 (4.00%) Firewall
2 2 (4.00%) HTTP
2 2 (4.00%) Internet
Database & Business Intelligence
1 11 (22.00%) SQL Server
2 5 (10.00%) Relational Database
3 3 (6.00%) Oracle Database
3 3 (6.00%) Oracle Database 10g
3 3 (6.00%) SQL Server 2005
3 3 (6.00%) SQL Server 2008
3 3 (6.00%) SQL Server 2012
4 2 (4.00%) Big Data
4 2 (4.00%) MongoDB
4 2 (4.00%) MySQL
4 2 (4.00%) NoSQL
4 2 (4.00%) PostgreSQL
4 2 (4.00%) RDBMS
4 2 (4.00%) Redis
4 2 (4.00%) Riak
5 1 (2.00%) SQL Server Integration Services
Development Applications
1 10 (20.00%) Team Foundation Server
2 6 (12.00%) MSBuild
2 6 (12.00%) Rational Rhapsody
2 6 (12.00%) Visual Studio
3 3 (6.00%) gulp
3 3 (6.00%) jspm
3 3 (6.00%) SpecFlow
3 3 (6.00%) SQL Server Management Studio (SSMS)
4 2 (4.00%) Git (software)
4 2 (4.00%) Subversion
General
1 16 (32.00%) Electronics
2 12 (24.00%) Finance
3 2 (4.00%) Front Office
Job Titles
1 21 (42.00%) Developer
2 20 (40.00%) Software Engineer
3 14 (28.00%) Linux Engineer
4 12 (24.00%) C++ Software Engineer
5 10 (20.00%) .NET Developer
6 8 (16.00%) Senior Software Engineer
7 6 (12.00%) C# Developer
7 6 (12.00%) Java Engineer
7 6 (12.00%) Java Software Engineer
7 6 (12.00%) Senior C++ Software Engineer
7 6 (12.00%) Senior Developer
7 6 (12.00%) Senior Java Engineer
7 6 (12.00%) Senior Java Software Engineer
8 5 (10.00%) C Software Engineer
8 5 (10.00%) C# .NET Developer
8 5 (10.00%) C/C++ Software Engineer
8 5 (10.00%) Full Stack Developer
8 5 (10.00%) Linux Systems Engineer
8 5 (10.00%) Systems Engineer
9 4 (8.00%) Senior C# .NET Developer
Libraries, Frameworks & Software Standards
1 20 (40.00%) .NET
2 16 (32.00%) ASP.NET
3 15 (30.00%) WCF
4 14 (28.00%) jQuery
4 14 (28.00%) OpenMP
5 13 (26.00%) ASP.NET MVC
6 12 (24.00%) AngularJS
7 11 (22.00%) CSS
7 11 (22.00%) HTML
7 11 (22.00%) Middleware
8 8 (16.00%) RESTful
9 7 (14.00%) .NET Framework
9 7 (14.00%) ASP.NET Web API
9 7 (14.00%) Entity Framework
10 6 (12.00%) MSMQ
10 6 (12.00%) Web Services
11 5 (10.00%) Twitter Bootstrap
12 4 (8.00%) KnockoutJS
12 4 (8.00%) WPF
13 3 (6.00%) NHibernate
Miscellaneous
1 16 (32.00%) Computer Science
2 6 (12.00%) Acoustics
2 6 (12.00%) Algorithms
2 6 (12.00%) Analytical Skills
3 2 (4.00%) Social Media
3 2 (4.00%) User Experience
4 1 (2.00%) Hedge funds
Operating Systems
1 29 (58.00%) Linux
2 7 (14.00%) Windows
3 2 (4.00%) Unix
Processes & Methodologies
1 25 (50.00%) Software Engineering
2 17 (34.00%) Agile Software Development
3 16 (32.00%) Open Source
4 15 (30.00%) MVC
5 13 (26.00%) TDD
6 11 (22.00%) Scrum
7 10 (20.00%) BDD
7 10 (20.00%) UML
8 9 (18.00%) Inversion of Control
9 8 (16.00%) Mentoring
10 7 (14.00%) Continuous Improvement
10 7 (14.00%) Data Management
10 7 (14.00%) DevOps
10 7 (14.00%) SOLID
11 6 (12.00%) Concurrent Programming
11 6 (12.00%) Dependency Injection
11 6 (12.00%) Multithreading
11 6 (12.00%) OO
11 6 (12.00%) Signal Processing
11 6 (12.00%) Validation
Programming Languages
1 29 (58.00%) C++
2 23 (46.00%) C
3 20 (40.00%) C#
4 15 (30.00%) JavaScript
4 15 (30.00%) SQL
5 13 (26.00%) Java
6 12 (24.00%) T-SQL
7 8 (16.00%) PowerShell
8 7 (14.00%) Bash Shell
8 7 (14.00%) Korn
8 7 (14.00%) Python
8 7 (14.00%) Shell Script
9 6 (12.00%) MATLAB
10 4 (8.00%) PL/SQL
11 3 (6.00%) ES6
11 3 (6.00%) TypeScript
12 2 (4.00%) PHP
12 2 (4.00%) VB
Qualifications
1 23 (46.00%) Degree
2 6 (12.00%) Security Cleared
3 1 (2.00%) Master's Degree
Quality Assurance & Compliance
1 6 (12.00%) DO-178B
1 6 (12.00%) MIL-STD-498
2 2 (4.00%) QA
Vendors
1 9 (18.00%) Microsoft
2 7 (14.00%) Sun
3 6 (12.00%) Cognizant
3 6 (12.00%) Intel
4 4 (8.00%) Oracle
5 2 (4.00%) Facebook
5 2 (4.00%) Google
5 2 (4.00%) PayPal
5 2 (4.00%) ServiceNow