Period
to 22 November 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Parallel Computing
UK
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 1164 1190 1293
Rank change year-on-year +26 +103 -6
Permanent jobs citing Parallel Computing 18 35 16
As % of all permanent IT jobs advertised in the UK 0.010% 0.018% 0.007%
As % of the Processes & Methodologies category 0.011% 0.021% 0.008%
Number of salaries quoted 14 32 29
UK median annual salary £85,000 £77,500 £55,000
Median salary % change year-on-year +9.68% +40.91% +22.22%
10th Percentile £60,500 £36,375 £30,000
90th Percentile £107,250 £133,500 £95,000
UK excluding London median annual salary - £45,000 £55,000
% change year-on-year - -18.18% +37.50%

Parallel Computing 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 162377 170041 191608
As % of all permanent IT jobs advertised in the UK 89.91% 89.40% 88.80%
Number of salaries quoted 128248 141329 157803
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 £78,750 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

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 22 November 2017.

Salary histogram for Parallel Computing in the UK

Parallel Computing
Top 2 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 22 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 +1 18 £85,000 +9.68% 2
London -18 18 £85,000 +9.68% 2

For the 6 months to 22 November 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 13 (72.22%) Agile Software Development
2 11 (61.11%) TDD
2 11 (61.11%) BDD
2 11 (61.11%) Docker
2 11 (61.11%) Microservices
2 11 (61.11%) Kubernetes
3 10 (55.56%) OO
4 9 (50.00%) JavaScript
4 9 (50.00%) Business Intelligence
4 9 (50.00%) Node.js
4 9 (50.00%) RESTful
4 9 (50.00%) ES6
4 9 (50.00%) Express
5 6 (33.33%) Java
5 6 (33.33%) Python
6 5 (27.78%) DevOps
6 5 (27.78%) Front End Development
7 4 (22.22%) Algorithms
7 4 (22.22%) Scala
8 3 (16.67%) Mathematics
8 3 (16.67%) Computer Science
8 3 (16.67%) Finance
8 3 (16.67%) Machine Learning
9 2 (11.11%) Tornado
9 2 (11.11%) Flask
9 2 (11.11%) Spock
9 2 (11.11%) HTTP
9 2 (11.11%) Pandas
9 2 (11.11%) Market Making
9 2 (11.11%) Celery

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 2 (11.11%) Tornado
2 1 (5.56%) Apache Spark
Business Applications
1 1 (5.56%) Capstone
Cloud Services
1 1 (5.56%) Amazon AWS
1 1 (5.56%) Microsoft Azure
Communications & Networking
1 2 (11.11%) HTTP
Database & Business Intelligence
1 1 (5.56%) Big Data
1 1 (5.56%) Data Mining
1 1 (5.56%) Hadoop
1 1 (5.56%) MySQL
1 1 (5.56%) PostgreSQL
Development Applications
1 2 (11.11%) Cucumber
1 2 (11.11%) JBehave
1 2 (11.11%) JUnit
1 2 (11.11%) Mockito
1 2 (11.11%) Selenium
1 2 (11.11%) Spock
1 2 (11.11%) TestNG
General
1 3 (16.67%) Finance
2 2 (11.11%) Financial Institution
3 1 (5.56%) Banking
3 1 (5.56%) Telecoms
Job Titles
1 14 (77.78%) Developer
2 7 (38.89%) Node.js Developer
3 3 (16.67%) Senior Developer
4 2 (11.11%) Developer in Test
4 2 (11.11%) Python Developer
5 1 (5.56%) .NET Developer
5 1 (5.56%) Algorithmic Trading Developer
5 1 (5.56%) C# .NET Developer
5 1 (5.56%) C# Developer
5 1 (5.56%) Data Scientist
5 1 (5.56%) Systems Manager
Libraries, Frameworks & Software Standards
1 9 (50.00%) Express
1 9 (50.00%) Node.js
1 9 (50.00%) RESTful
2 2 (11.11%) Celery
2 2 (11.11%) Flask
2 2 (11.11%) NumPy
2 2 (11.11%) Pandas
2 2 (11.11%) REST
2 2 (11.11%) SciPy
2 2 (11.11%) Web Services
3 1 (5.56%) .NET
3 1 (5.56%) LAMP
Miscellaneous
1 4 (22.22%) Algorithms
2 3 (16.67%) Computer Science
3 2 (11.11%) Data Structures
3 2 (11.11%) Equities
4 1 (5.56%) Client/Server
4 1 (5.56%) Grid Computing
Operating Systems
1 2 (11.11%) Linux
1 2 (11.11%) Unix
Processes & Methodologies
1 13 (72.22%) Agile Software Development
2 11 (61.11%) BDD
2 11 (61.11%) Microservices
2 11 (61.11%) TDD
3 10 (55.56%) OO
4 9 (50.00%) Business Intelligence
5 5 (27.78%) DevOps
5 5 (27.78%) Front End Development
6 3 (16.67%) Machine Learning
6 3 (16.67%) Mathematics
7 2 (11.11%) Algorithmic Trading
7 2 (11.11%) Automated Trading
7 2 (11.11%) Electronic Trading
7 2 (11.11%) Market Making
7 2 (11.11%) Scrum
7 2 (11.11%) SDET
7 2 (11.11%) Test Automation
7 2 (11.11%) Test Scripting
8 1 (5.56%) Convolutional Neural Network
8 1 (5.56%) Gradient Boosting
Programming Languages
1 9 (50.00%) ES6
1 9 (50.00%) JavaScript
2 6 (33.33%) Java
2 6 (33.33%) Python
3 4 (22.22%) Scala
4 2 (11.11%) C++
4 2 (11.11%) Groovy
5 1 (5.56%) Bash Shell
5 1 (5.56%) C
5 1 (5.56%) C#
5 1 (5.56%) Perl
5 1 (5.56%) R
5 1 (5.56%) Shell Script
5 1 (5.56%) SQL
System Software
1 11 (61.11%) Docker
2 1 (5.56%) KVM
2 1 (5.56%) Virtual Machines
2 1 (5.56%) Xen
Systems Management
1 11 (61.11%) Kubernetes
Vendors
1 1 (5.56%) Google