The following table provides summary statistics for permanent job vacancies with a requirement for Parallel Computing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Parallel Computing over the 3 months to 26 April 2017 with a comparison to the same period in the previous 2 years.

Parallel Computing
UK
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 847 955 963
Rank change year-on-year +108 +8  
Permanent jobs citing Parallel Computing 14 7 8
As % of all permanent IT jobs advertised in the UK 0.016% 0.007% 0.007%
As % of the Processes & Methodologies category 0.018% 0.008% 0.008%
Number of salaries quoted 8 2 8
Median salary £45,000 £48,750 £75,000
Median salary % change year-on-year -7.69% -35.00%  
UK excluding London median salary £42,000 £48,750 £61,500
% change year-on-year -13.84% -20.73%  

Parallel Computing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 77188 92199 96461
As % of all permanent IT job vacancies advertised in the UK 89.35% 88.76% 87.10%
Number of salaries quoted 63463 76569 77919
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Parallel Computing
Job Vacancy Trend

The job posting trend of jobs advertised citing Parallel Computing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Parallel Computing in the UK

Parallel Computing
Salary Trend

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

Salary trend for Parallel Computing in the UK

Parallel Computing
Salary Histogram

The salary distribution of IT jobs citing Parallel Computing over the 3 months to 26 April 2017.

Salary histogram for Parallel Computing in the UK

Parallel Computing
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Parallel Computing within the UK over the 3 months to 26 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +100 10 £60,000 +23.07% 3
South East +69 4 - -
Surrey +45 4 - -
Staines -2 4 - -
Cardiff - 4 £33,750 -
South Wales - 4 £33,750 -
Wales - 4 £33,750 -
London +61 3 £120,000 - 2
North West - 3 £42,000 -
Preston - 2 £41,250 -
Lancashire - 2 £41,250 -
Cheshire - 1 £42,000 -
City of London - 1 £75,000 -
Chester - 1 £42,000 -

For the 6 months to 26 April 2017, IT jobs citing Parallel Computing 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 Computing.

1 27 (50.94%) Software Engineering
2 22 (41.51%) Computer Science
3 21 (39.62%) Mathematics
4 20 (37.74%) Scala
4 20 (37.74%) Agile Software Development
5 17 (32.08%) Linux
6 16 (30.19%) C#
6 16 (30.19%) SQL
6 16 (30.19%) SQL Server
6 16 (30.19%) .NET
6 16 (30.19%) Haskell
6 16 (30.19%) Multithreading
6 16 (30.19%) Clojure
6 16 (30.19%) Functional Programming
7 15 (28.30%) Finance
8 14 (26.42%) TDD
9 13 (24.53%) Python
10 12 (22.64%) Banking
10 12 (22.64%) Artificial Intelligence
10 12 (22.64%) Analytical Skills
10 12 (22.64%) Algorithms
11 11 (20.75%) Fintech
11 11 (20.75%) Investment Banking
11 11 (20.75%) Continuous Integration
11 11 (20.75%) DevOps
11 11 (20.75%) SSL
11 11 (20.75%) Kerberos
11 11 (20.75%) Data Management
11 11 (20.75%) Unix
11 11 (20.75%) Windows

Parallel Computing
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 8 (15.09%) Apache Spark
2 5 (9.43%) IIS
3 4 (7.55%) Apache
3 4 (7.55%) Elasticsearch
4 1 (1.89%) IPython
Cloud Services
1 4 (7.55%) Amazon AWS
1 4 (7.55%) Amazon EC2
1 4 (7.55%) Microsoft Azure
Communications & Networking
1 11 (20.75%) Kerberos
1 11 (20.75%) SSL
Database & Business Intelligence
1 16 (30.19%) SQL Server
2 8 (15.09%) Big Data
2 8 (15.09%) Hadoop
3 7 (13.21%) NoSQL
4 4 (7.55%) Amazon DynamoDB
4 4 (7.55%) Data Mining
4 4 (7.55%) Oracle Database
5 2 (3.77%) SQL Server 2008
5 2 (3.77%) SQL Server 2012
Development Applications
1 1 (1.89%) Git (software)
General
1 15 (28.30%) Finance
2 12 (22.64%) Banking
3 11 (20.75%) Investment Banking
4 1 (1.89%) Telecoms
Job Titles
1 36 (67.92%) Developer
2 12 (22.64%) .NET Developer
2 12 (22.64%) Junior
3 11 (20.75%) DevOps Engineer
3 11 (20.75%) DevOps Systems Engineer
3 11 (20.75%) Junior DevOps
3 11 (20.75%) Junior DevOps Engineer
3 11 (20.75%) Junior Systems Engineer
3 11 (20.75%) Systems Engineer
4 7 (13.21%) C# Developer
5 6 (11.32%) C# .NET Developer
6 5 (9.43%) C++ Developer
7 4 (7.55%) Data Scientist
7 4 (7.55%) Senior .NET Developer
7 4 (7.55%) Senior Developer
8 2 (3.77%) .NET Software Developer
8 2 (3.77%) C# Software Developer
8 2 (3.77%) Software Developer
9 1 (1.89%) Architect
9 1 (1.89%) Software Engineer
Libraries, Frameworks & Software Standards
1 16 (30.19%) .NET
2 8 (15.09%) HTML
3 7 (13.21%) AngularJS
4 5 (9.43%) CSS
4 5 (9.43%) jQuery
4 5 (9.43%) SOAP
4 5 (9.43%) WCF
4 5 (9.43%) XML
4 5 (9.43%) XSL
5 4 (7.55%) .NET Framework
5 4 (7.55%) ADO.NET
5 4 (7.55%) Natural Language Processing
5 4 (7.55%) OpenCL
6 3 (5.66%) Akka
6 3 (5.66%) Angular 2
6 3 (5.66%) HTML5
6 3 (5.66%) React
6 3 (5.66%) WPF
7 1 (1.89%) Ajax
7 1 (1.89%) JSON
Miscellaneous
1 22 (41.51%) Computer Science
2 12 (22.64%) Algorithms
2 12 (22.64%) Analytical Skills
3 11 (20.75%) Fintech
4 10 (18.87%) Equities
5 8 (15.09%) CUDA
5 8 (15.09%) Data Structures
6 7 (13.21%) Grid Computing
7 5 (9.43%) Enterprise Software
8 3 (5.66%) PlayStation
9 1 (1.89%) Client/Server
9 1 (1.89%) Fixed Income
9 1 (1.89%) Foreign Exchange (FX)
9 1 (1.89%) Greenfield Project
Operating Systems
1 17 (32.08%) Linux
2 11 (20.75%) Unix
2 11 (20.75%) Windows
Processes & Methodologies
1 27 (50.94%) Software Engineering
2 21 (39.62%) Mathematics
3 20 (37.74%) Agile Software Development
4 16 (30.19%) Functional Programming
4 16 (30.19%) Multithreading
5 14 (26.42%) TDD
6 12 (22.64%) Artificial Intelligence
7 11 (20.75%) Continuous Integration
7 11 (20.75%) Data Management
7 11 (20.75%) DevOps
8 8 (15.09%) Machine Learning
9 7 (13.21%) Release Management
10 5 (9.43%) OO
10 5 (9.43%) OOP
10 5 (9.43%) Unit Testing
10 5 (9.43%) Web Application Development
11 4 (7.55%) Business Intelligence
11 4 (7.55%) Data Analysis
11 4 (7.55%) E-Commerce
11 4 (7.55%) Neural Network
Programming Languages
1 20 (37.74%) Scala
2 16 (30.19%) C#
2 16 (30.19%) Clojure
2 16 (30.19%) Haskell
2 16 (30.19%) SQL
3 13 (24.53%) Python
4 10 (18.87%) C++
5 9 (16.98%) JavaScript
6 8 (15.09%) C
6 8 (15.09%) Java
7 5 (9.43%) T-SQL
8 4 (7.55%) Perl
8 4 (7.55%) R
9 3 (5.66%) F#
Qualifications
1 4 (7.55%) Degree
2 2 (3.77%) MCAD
2 2 (3.77%) MCPD
2 2 (3.77%) Microsoft Certification
Vendors
1 11 (20.75%) Oracle
1 11 (20.75%) Sybase
2 2 (3.77%) Microsoft
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