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

Parallel Computing
UK
3 months to
23 May 2017
Same period 2016 Same period 2015
Rank 850 928 962
Rank change year-on-year +78 +34  
Permanent jobs citing Parallel Computing 13 11 5
As % of all permanent IT jobs advertised in the UK 0.015% 0.011% 0.005%
As % of the Processes & Methodologies category 0.017% 0.013% 0.005%
Number of salaries quoted 8 3 5
Median salary £60,000 £32,500 £75,000
Median salary % change year-on-year +84.61% -56.66%  
UK excluding London median salary £43,500 £32,500 £61,500
% change year-on-year +33.84% -47.15%  

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 76368 87744 94880
As % of all permanent IT job vacancies advertised in the UK 89.66% 89.08% 87.70%
Number of salaries quoted 62374 73023 77002
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 £80,000 £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 23 May 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 23 May 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 +61 9 £75,000 +130.76% 6
London +54 5 £90,000 - 5
Cardiff - 4 £33,750 -
Wales - 4 £33,750 -
South Wales - 4 £33,750 -
South East +66 2 - -
Surrey +38 2 - -
Staines +2 2 - -
North West - 2 £43,500 -
Lancashire - 1 £45,000 -
Cheshire - 1 £42,000 -
City of London - 1 £75,000 - 1
Preston - 1 £45,000 -
Chester - 1 £42,000 -

For the 6 months to 23 May 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 22 (48.89%) Software Engineering
2 20 (44.44%) Scala
3 17 (37.78%) Computer Science
3 17 (37.78%) Agile Software Development
4 16 (35.56%) Python
4 16 (35.56%) Mathematics
5 14 (31.11%) Multithreading
5 14 (31.11%) C#
5 14 (31.11%) .NET
6 13 (28.89%) Clojure
6 13 (28.89%) Haskell
6 13 (28.89%) Functional Programming
7 12 (26.67%) Artificial Intelligence
8 11 (24.44%) Linux
9 10 (22.22%) SQL
9 10 (22.22%) C++
9 10 (22.22%) Java
9 10 (22.22%) JavaScript
9 10 (22.22%) SQL Server
9 10 (22.22%) TDD
9 10 (22.22%) Machine Learning
9 10 (22.22%) Algorithms
10 8 (17.78%) Apache Spark
10 8 (17.78%) CUDA
10 8 (17.78%) Big Data
10 8 (17.78%) Hadoop
10 8 (17.78%) HTML
10 8 (17.78%) C
11 7 (15.56%) Finance
11 7 (15.56%) AngularJS

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 (17.78%) Apache Spark
2 5 (11.11%) IIS
3 4 (8.89%) Apache
3 4 (8.89%) Elasticsearch
4 2 (4.44%) Tornado
5 1 (2.22%) IPython
Cloud Services
1 4 (8.89%) Amazon AWS
1 4 (8.89%) Amazon EC2
1 4 (8.89%) Microsoft Azure
Communications & Networking
1 5 (11.11%) Kerberos
1 5 (11.11%) SSL
Database & Business Intelligence
1 10 (22.22%) SQL Server
2 8 (17.78%) Big Data
2 8 (17.78%) Hadoop
3 7 (15.56%) NoSQL
4 4 (8.89%) Amazon DynamoDB
4 4 (8.89%) Data Mining
5 2 (4.44%) SQL Server 2008
5 2 (4.44%) SQL Server 2012
Development Applications
1 1 (2.22%) Git (software)
General
1 7 (15.56%) Finance
2 5 (11.11%) Banking
2 5 (11.11%) Investment Banking
Job Titles
1 33 (73.33%) Developer
2 10 (22.22%) .NET Developer
3 6 (13.33%) Junior
4 5 (11.11%) C# Developer
4 5 (11.11%) C++ Developer
4 5 (11.11%) DevOps Engineer
4 5 (11.11%) DevOps Systems Engineer
4 5 (11.11%) Junior DevOps
4 5 (11.11%) Junior DevOps Engineer
4 5 (11.11%) Junior Systems Engineer
4 5 (11.11%) Systems Engineer
5 4 (8.89%) C# .NET Developer
5 4 (8.89%) Data Scientist
5 4 (8.89%) Senior .NET Developer
5 4 (8.89%) Senior Developer
6 3 (6.67%) Python Developer
7 2 (4.44%) .NET Software Developer
7 2 (4.44%) C# Software Developer
7 2 (4.44%) Software Developer
8 1 (2.22%) Architect
Libraries, Frameworks & Software Standards
1 14 (31.11%) .NET
2 8 (17.78%) HTML
3 7 (15.56%) AngularJS
4 5 (11.11%) CSS
4 5 (11.11%) jQuery
4 5 (11.11%) SOAP
4 5 (11.11%) WCF
4 5 (11.11%) XML
4 5 (11.11%) XSL
5 4 (8.89%) .NET Framework
5 4 (8.89%) ADO.NET
5 4 (8.89%) Natural Language Processing
5 4 (8.89%) OpenCL
6 3 (6.67%) Akka
6 3 (6.67%) Angular 2
6 3 (6.67%) HTML5
6 3 (6.67%) NumPy
6 3 (6.67%) Pandas
6 3 (6.67%) React
6 3 (6.67%) WPF
Miscellaneous
1 17 (37.78%) Computer Science
2 10 (22.22%) Algorithms
3 8 (17.78%) CUDA
4 6 (13.33%) Analytical Skills
4 6 (13.33%) Data Structures
4 6 (13.33%) Equities
5 5 (11.11%) Enterprise Software
5 5 (11.11%) Fintech
5 5 (11.11%) Grid Computing
6 3 (6.67%) PlayStation
7 1 (2.22%) Fixed Income
7 1 (2.22%) Foreign Exchange (FX)
7 1 (2.22%) Greenfield Project
Operating Systems
1 11 (24.44%) Linux
2 5 (11.11%) Unix
2 5 (11.11%) Windows
Processes & Methodologies
1 22 (48.89%) Software Engineering
2 17 (37.78%) Agile Software Development
3 16 (35.56%) Mathematics
4 14 (31.11%) Multithreading
5 13 (28.89%) Functional Programming
6 12 (26.67%) Artificial Intelligence
7 10 (22.22%) Machine Learning
7 10 (22.22%) TDD
8 6 (13.33%) Continuous Integration
9 5 (11.11%) Data Management
9 5 (11.11%) DevOps
9 5 (11.11%) Release Management
9 5 (11.11%) Unit Testing
9 5 (11.11%) Web Application Development
10 4 (8.89%) API Development
10 4 (8.89%) Cross-Platform Development
10 4 (8.89%) Data Visualisation
10 4 (8.89%) Deep Learning
10 4 (8.89%) Kalman Filter
10 4 (8.89%) Propensity Modelling
Programming Languages
1 20 (44.44%) Scala
2 16 (35.56%) Python
3 14 (31.11%) C#
4 13 (28.89%) Clojure
4 13 (28.89%) Haskell
5 10 (22.22%) C++
5 10 (22.22%) Java
5 10 (22.22%) JavaScript
5 10 (22.22%) SQL
6 8 (17.78%) C
7 5 (11.11%) T-SQL
8 4 (8.89%) Perl
8 4 (8.89%) R
9 3 (6.67%) F#
Qualifications
1 4 (8.89%) Degree
2 2 (4.44%) MCAD
2 2 (4.44%) MCPD
2 2 (4.44%) Microsoft Certification
System Software
1 3 (6.67%) Docker
Systems Management
1 3 (6.67%) Kubernetes
Vendors
1 5 (11.11%) Oracle
1 5 (11.11%) Sybase
2 2 (4.44%) Microsoft
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