Period
to 19 August 2017

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 6 months to 19 August 2017 with a comparison to the same period in the previous 2 years.

Parallel Computing
UK
6 months to
19 Aug 2017
Same period 2016 Same period 2015
Rank 1158 1246 1289
Rank change year-on-year +88 +43 -19
Permanent jobs citing Parallel Computing 25 18 7
As % of all permanent IT jobs advertised in the UK 0.014% 0.009% 0.003%
As % of the Processes & Methodologies category 0.016% 0.010% 0.004%
Number of salaries quoted 15 10 12
UK median annual salary £80,000 £85,000 £70,000
Median salary % change year-on-year -5.88% +21.43% +33.33%
10th Percentile £42,200 £31,250 £36,000
90th Percentile £112,500 £120,000 £82,500
UK excluding London median annual salary £43,500 £32,500 £75,000
% change year-on-year +33.85% -56.67% +42.86%

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 159042 175633 191561
As % of all permanent IT job vacancies advertised in the UK 89.89% 89.06% 88.13%
Number of salaries quoted 126409 146488 156350
UK median annual salary £50,000 £49,000 £47,500
Median salary % change year-on-year +2.04% +3.16% +5.56%
10th Percentile £28,723 £27,625 £27,500
90th Percentile £80,000 £77,500 £76,250
UK excluding London median annual salary £42,500 £42,500 £42,500

Parallel Computing
Job Vacancy Trend

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

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 6 months to 19 August 2017.

Salary histogram for Parallel Computing in the UK

Parallel Computing
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 Computing within the UK over the 6 months to 19 August 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 +87 21 £80,000 -5.88% 1
London +36 16 £80,000 -27.27% 1
UK excluding London +74 9 £43,500 +33.85%
Wales - 4 £33,750 -
South East +67 3 - -
North West - 2 £43,500 -
North of England - 2 £43,500 -

For the 6 months to 19 August 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 17 (68.00%) Agile Software Development
2 16 (64.00%) Python
3 15 (60.00%) Java
4 11 (44.00%) JavaScript
4 11 (44.00%) Scala
4 11 (44.00%) Machine Learning
5 9 (36.00%) Docker
5 9 (36.00%) Microservices
5 9 (36.00%) Kubernetes
6 8 (32.00%) Business Intelligence
6 8 (32.00%) TDD
7 7 (28.00%) Artificial Intelligence
7 7 (28.00%) C++
7 7 (28.00%) Big Data
7 7 (28.00%) Hadoop
7 7 (28.00%) Apache Spark
8 6 (24.00%) BDD
8 6 (24.00%) C#
8 6 (24.00%) .NET
8 6 (24.00%) Linux
9 5 (20.00%) OO
9 5 (20.00%) C
9 5 (20.00%) NumPy
9 5 (20.00%) Node.js
9 5 (20.00%) Pandas
9 5 (20.00%) Express
9 5 (20.00%) Microsoft Azure
9 5 (20.00%) Amazon AWS
9 5 (20.00%) Algorithms
10 4 (16.00%) ES6

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 7 (28.00%) Apache Spark
2 4 (16.00%) Elasticsearch
2 4 (16.00%) Tornado
3 3 (12.00%) Apache
4 2 (8.00%) IIS
5 1 (4.00%) IPython
Cloud Services
1 5 (20.00%) Amazon AWS
1 5 (20.00%) Microsoft Azure
2 4 (16.00%) Amazon EC2
Communications & Networking
1 2 (8.00%) HTTP
Database & Business Intelligence
1 7 (28.00%) Big Data
1 7 (28.00%) Hadoop
2 4 (16.00%) Amazon DynamoDB
2 4 (16.00%) NoSQL
3 3 (12.00%) Data Mining
4 2 (8.00%) SQL Server
4 2 (8.00%) SQL Server 2008
4 2 (8.00%) SQL Server 2012
5 1 (4.00%) MySQL
5 1 (4.00%) PostgreSQL
Development Applications
1 2 (8.00%) Cucumber
1 2 (8.00%) JBehave
1 2 (8.00%) JUnit
1 2 (8.00%) Mockito
1 2 (8.00%) Selenium
1 2 (8.00%) Spock
1 2 (8.00%) TestNG
2 1 (4.00%) Git (software)
General
1 2 (8.00%) Finance
1 2 (8.00%) Financial Institution
Job Titles
1 16 (64.00%) Developer
2 5 (20.00%) Python Developer
3 3 (12.00%) C# Developer
3 3 (12.00%) Data Scientist
4 2 (8.00%) .NET Developer
4 2 (8.00%) .NET Software Developer
4 2 (8.00%) C# .NET Developer
4 2 (8.00%) C# Software Developer
4 2 (8.00%) Developer in Test
4 2 (8.00%) Node.js Developer
4 2 (8.00%) Software Developer
5 1 (4.00%) Algorithmic Trading Developer
5 1 (4.00%) Architect
5 1 (4.00%) ASP.NET MVC Developer
5 1 (4.00%) Full Stack Developer
5 1 (4.00%) HTML CSS Developer
5 1 (4.00%) Junior
5 1 (4.00%) Senior .NET Software Developer
5 1 (4.00%) Senior C# Software Developer
5 1 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (24.00%) .NET
2 5 (20.00%) Express
2 5 (20.00%) Node.js
2 5 (20.00%) NumPy
2 5 (20.00%) Pandas
3 4 (16.00%) AngularJS
3 4 (16.00%) Celery
3 4 (16.00%) Flask
3 4 (16.00%) RESTful
3 4 (16.00%) SciPy
4 3 (12.00%) Natural Language Processing
5 2 (8.00%) CSS
5 2 (8.00%) HTML
5 2 (8.00%) jQuery
5 2 (8.00%) REST
5 2 (8.00%) SOAP
5 2 (8.00%) WCF
5 2 (8.00%) Web Services
5 2 (8.00%) XML
5 2 (8.00%) XSL
Miscellaneous
1 5 (20.00%) Algorithms
2 4 (16.00%) Computer Science
2 4 (16.00%) CUDA
3 3 (12.00%) Data Structures
4 2 (8.00%) Enterprise Software
4 2 (8.00%) Equities
5 1 (4.00%) Analytical Skills
5 1 (4.00%) Greenfield Project
5 1 (4.00%) Grid Computing
Operating Systems
1 6 (24.00%) Linux
2 1 (4.00%) Unix
Processes & Methodologies
1 17 (68.00%) Agile Software Development
2 11 (44.00%) Machine Learning
3 9 (36.00%) Microservices
4 8 (32.00%) Business Intelligence
4 8 (32.00%) TDD
5 7 (28.00%) Artificial Intelligence
6 6 (24.00%) BDD
7 5 (20.00%) OO
8 4 (16.00%) API Development
8 4 (16.00%) Cross-Platform Development
8 4 (16.00%) Data Security
8 4 (16.00%) Data Visualisation
8 4 (16.00%) Software Engineering
8 4 (16.00%) Visualisation
9 3 (12.00%) Business Development
9 3 (12.00%) Kalman Filter
9 3 (12.00%) Mathematics
9 3 (12.00%) Neural Network
9 3 (12.00%) Propensity Modelling
9 3 (12.00%) Statistics
Programming Languages
1 16 (64.00%) Python
2 15 (60.00%) Java
3 11 (44.00%) JavaScript
3 11 (44.00%) Scala
4 7 (28.00%) C++
5 6 (24.00%) C#
6 5 (20.00%) C
7 4 (16.00%) ES6
7 4 (16.00%) Perl
8 3 (12.00%) R
9 2 (8.00%) Groovy
9 2 (8.00%) SQL
9 2 (8.00%) T-SQL
10 1 (4.00%) Bash Shell
10 1 (4.00%) Clojure
10 1 (4.00%) Haskell
10 1 (4.00%) Shell Script
Qualifications
1 3 (12.00%) Degree
2 2 (8.00%) MCAD
2 2 (8.00%) MCPD
2 2 (8.00%) Microsoft Certification
3 1 (4.00%) Computer Science Degree
System Software
1 9 (36.00%) Docker
2 1 (4.00%) KVM
2 1 (4.00%) Virtual Machines
2 1 (4.00%) Xen
Systems Management
1 9 (36.00%) Kubernetes
Vendors
1 2 (8.00%) Microsoft
2 1 (4.00%) Google