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

Parallel Computing
UK
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 859 916 967
Rank change year-on-year +57 +51  
Permanent jobs citing Parallel Computing 13 8 4
As % of all permanent IT jobs advertised in the UK 0.015% 0.008% 0.004%
As % of the Processes & Methodologies category 0.016% 0.009% 0.004%
Number of salaries quoted 9 3 4
Median salary £75,000 £32,500 £44,000
Median salary % change year-on-year +130.76% -26.13%  
90% offered a salary of more than £44,400 £32,500 £43,300
10% offered a salary of more than £108,000 £58,500 £46,800
UK excluding London median salary £45,000 £32,500 £44,000
% change year-on-year +38.46% -26.13%  

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 79039 86328 97439
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.03%
Number of salaries quoted 63711 72121 79644
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 £77,500
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 25 June 2017.

Salary histogram for Parallel Computing in the UK

Parallel Computing
Top 11 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 25 June 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 +55 11 £90,000 +176.92% 2
London - 9 £105,000 - 2
Wales - 2 £45,000 -
Cardiff - 2 £45,000 -
South Wales - 2 £45,000 -
North West - 2 £43,500 -
City of London - 1 £75,000 -
Chester - 1 £42,000 -
Preston - 1 £45,000 -
Cheshire - 1 £42,000 -
Lancashire - 1 £45,000 -

For the 6 months to 25 June 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 16 (51.61%) Python
2 15 (48.39%) Agile Software Development
2 15 (48.39%) Scala
3 14 (45.16%) Java
4 12 (38.71%) Machine Learning
5 10 (32.26%) Computer Science
5 10 (32.26%) Software Engineering
6 9 (29.03%) JavaScript
6 9 (29.03%) C#
6 9 (29.03%) .NET
6 9 (29.03%) Linux
6 9 (29.03%) Mathematics
7 8 (25.81%) Hadoop
7 8 (25.81%) Big Data
7 8 (25.81%) Apache Spark
7 8 (25.81%) C++
7 8 (25.81%) Artificial Intelligence
7 8 (25.81%) TDD
8 7 (22.58%) SQL
8 7 (22.58%) SQL Server
9 6 (19.35%) Equities
9 6 (19.35%) Functional Programming
9 6 (19.35%) Clojure
9 6 (19.35%) Haskell
9 6 (19.35%) Algorithms
10 5 (16.13%) Kubernetes
10 5 (16.13%) Multithreading
10 5 (16.13%) NumPy
10 5 (16.13%) NoSQL
10 5 (16.13%) Pandas

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 (25.81%) Apache Spark
2 4 (12.90%) Apache
2 4 (12.90%) Elasticsearch
2 4 (12.90%) IIS
2 4 (12.90%) Tornado
3 1 (3.23%) IPython
Cloud Services
1 4 (12.90%) Amazon AWS
1 4 (12.90%) Amazon EC2
1 4 (12.90%) Microsoft Azure
Communications & Networking
1 3 (9.68%) Kerberos
1 3 (9.68%) SSL
Database & Business Intelligence
1 8 (25.81%) Big Data
1 8 (25.81%) Hadoop
2 7 (22.58%) SQL Server
3 5 (16.13%) NoSQL
4 4 (12.90%) Amazon DynamoDB
4 4 (12.90%) Data Mining
5 2 (6.45%) SQL Server 2008
5 2 (6.45%) SQL Server 2012
Development Applications
1 1 (3.23%) Git (software)
General
1 5 (16.13%) Finance
2 3 (9.68%) Banking
2 3 (9.68%) Investment Banking
3 2 (6.45%) Financial Institution
Job Titles
1 21 (67.74%) Developer
2 5 (16.13%) .NET Developer
2 5 (16.13%) Python Developer
3 4 (12.90%) Data Scientist
3 4 (12.90%) Junior
4 3 (9.68%) C# Developer
4 3 (9.68%) DevOps Engineer
4 3 (9.68%) DevOps Systems Engineer
4 3 (9.68%) Junior DevOps
4 3 (9.68%) Junior DevOps Engineer
4 3 (9.68%) Junior Systems Engineer
4 3 (9.68%) Senior .NET Developer
4 3 (9.68%) Senior Developer
4 3 (9.68%) Systems Engineer
5 2 (6.45%) .NET Software Developer
5 2 (6.45%) C# .NET Developer
5 2 (6.45%) C# Software Developer
5 2 (6.45%) Software Developer
6 1 (3.23%) Architect
6 1 (3.23%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (29.03%) .NET
2 5 (16.13%) AngularJS
2 5 (16.13%) HTML
2 5 (16.13%) NumPy
2 5 (16.13%) Pandas
3 4 (12.90%) Celery
3 4 (12.90%) CSS
3 4 (12.90%) Flask
3 4 (12.90%) jQuery
3 4 (12.90%) Natural Language Processing
3 4 (12.90%) SciPy
3 4 (12.90%) SOAP
3 4 (12.90%) WCF
3 4 (12.90%) XML
3 4 (12.90%) XSL
4 3 (9.68%) .NET Framework
4 3 (9.68%) ADO.NET
5 1 (3.23%) ADO
5 1 (3.23%) ASP.NET
5 1 (3.23%) JSON
Miscellaneous
1 10 (32.26%) Computer Science
2 6 (19.35%) Algorithms
2 6 (19.35%) Equities
3 4 (12.90%) Analytical Skills
3 4 (12.90%) CUDA
3 4 (12.90%) Data Structures
3 4 (12.90%) Enterprise Software
4 3 (9.68%) Fintech
4 3 (9.68%) Grid Computing
5 1 (3.23%) Fixed Income
5 1 (3.23%) Foreign Exchange (FX)
5 1 (3.23%) Greenfield Project
5 1 (3.23%) PlayStation
Operating Systems
1 9 (29.03%) Linux
2 3 (9.68%) Unix
2 3 (9.68%) Windows
Processes & Methodologies
1 15 (48.39%) Agile Software Development
2 12 (38.71%) Machine Learning
3 10 (32.26%) Software Engineering
4 9 (29.03%) Mathematics
5 8 (25.81%) Artificial Intelligence
5 8 (25.81%) TDD
6 6 (19.35%) Functional Programming
7 5 (16.13%) Microservices
7 5 (16.13%) Multithreading
8 4 (12.90%) API Development
8 4 (12.90%) Business Development
8 4 (12.90%) Business Intelligence
8 4 (12.90%) Cross-Platform Development
8 4 (12.90%) Data Analysis
8 4 (12.90%) Data Security
8 4 (12.90%) Neural Network
8 4 (12.90%) Propensity Modelling
8 4 (12.90%) Statistics
8 4 (12.90%) Visualisation
8 4 (12.90%) Web Application Development
Programming Languages
1 16 (51.61%) Python
2 15 (48.39%) Scala
3 14 (45.16%) Java
4 9 (29.03%) C#
4 9 (29.03%) JavaScript
5 8 (25.81%) C++
6 7 (22.58%) SQL
7 6 (19.35%) Clojure
7 6 (19.35%) Haskell
8 4 (12.90%) C
8 4 (12.90%) Perl
8 4 (12.90%) R
8 4 (12.90%) T-SQL
9 1 (3.23%) F#
Qualifications
1 4 (12.90%) Degree
2 2 (6.45%) MCAD
2 2 (6.45%) MCPD
2 2 (6.45%) Microsoft Certification
3 1 (3.23%) Computer Science Degree
System Software
1 5 (16.13%) Docker
Systems Management
1 5 (16.13%) Kubernetes
Vendors
1 3 (9.68%) Oracle
1 3 (9.68%) Sybase
2 2 (6.45%) Microsoft
London
Oliver Bernard
Salary: £80000 - £100000 per annum + bonus, wfh, flexi-hours
Posted: 2 days ago
London
Client Server
Salary: £80,000 to £90,000 + bonus + benefits
Posted: 24 days ago