Period
to 22 February 2018

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 February 2018 with a comparison to the same period in the previous 2 years.

Parallel Computing
UK
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 1177 1126 1258
Rank change year-on-year -51 +132 +4
Permanent jobs citing Parallel Computing 15 59 33
As % of all permanent IT jobs advertised in the UK 0.009% 0.034% 0.016%
As % of the Processes & Methodologies category 0.009% 0.038% 0.018%
Number of salaries quoted 15 51 74
UK median annual salary £85,000 £77,500 £55,000
Median salary % change year-on-year +9.68% +40.91% +22.22%
10th Percentile £36,750 £36,250 £39,625
90th Percentile £116,250 £135,000 £72,500
UK excluding London median annual salary £90,000 £37,500 £55,000
% change year-on-year +140.00% -31.82% +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 158,271 157,206 186,418
As % of all permanent IT jobs advertised in the UK 89.89% 89.53% 88.82%
Number of salaries quoted 128,517 129,505 154,372
UK median annual salary £50,000 £48,500 £47,500
Median salary % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £29,000 £28,250 £27,500
90th Percentile £81,250 £79,000 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 February 2018.

Salary histogram for Parallel Computing in the UK

Parallel Computing
Top 8 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 February 2018. 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 -49 15 £85,000 +9.68% 16
London -51 8 £85,000 +9.68% 14
UK excluding London +8 7 £90,000 +140.00% 2
South East +4 3 £112,500 -
East of England - 2 £66,250 -
North of England +5 1 £80,000 +113.33% 1
North West +2 1 £80,000 +113.33% 1
South West - 1 £40,000 - 1

For the 6 months to 22 February 2018, IT jobs citing Parallel Computing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Parallel Computing.

1 9 (60.00%) OO
2 7 (46.67%) JavaScript
3 6 (40.00%) TDD
3 6 (40.00%) Software Engineering
3 6 (40.00%) BDD
3 6 (40.00%) Business Intelligence
3 6 (40.00%) C++
3 6 (40.00%) Docker
3 6 (40.00%) Data Science
4 5 (33.33%) DevOps
4 5 (33.33%) Express
4 5 (33.33%) Node.js
4 5 (33.33%) Microservices
4 5 (33.33%) Kubernetes
4 5 (33.33%) ES6
4 5 (33.33%) Front End Development
4 5 (33.33%) RESTful
4 5 (33.33%) Agile Software Development
5 4 (26.67%) Mathematics
5 4 (26.67%) C#
5 4 (26.67%) .NET
5 4 (26.67%) Java
6 3 (20.00%) SQL
6 3 (20.00%) Finance
6 3 (20.00%) Web Services
6 3 (20.00%) XML
6 3 (20.00%) Delphi
6 3 (20.00%) Computer Science
6 3 (20.00%) QA
6 3 (20.00%) Algorithms

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 1 (6.67%) Apache Spark
Business Applications
1 1 (6.67%) Capstone
Cloud Services
1 1 (6.67%) Cloud Computing
Communications & Networking
1 1 (6.67%) HTTP
Database & Business Intelligence
1 1 (6.67%) Big Data
1 1 (6.67%) Blockchain
1 1 (6.67%) Data Mining
1 1 (6.67%) Data Warehouse
1 1 (6.67%) Hadoop
1 1 (6.67%) NoSQL
Development Applications
1 1 (6.67%) Git (software)
General
1 3 (20.00%) Finance
2 2 (13.33%) Telecoms
3 1 (6.67%) Banking
Job Titles
1 7 (46.67%) Developer
2 5 (33.33%) Node.js Developer
3 4 (26.67%) Architect
4 3 (20.00%) Solutions Architect
5 2 (13.33%) Senior Developer
6 1 (6.67%) .NET Developer
6 1 (6.67%) Algorithm Engineer
6 1 (6.67%) C# .NET Developer
6 1 (6.67%) C# Developer
6 1 (6.67%) C++ Software Engineer
6 1 (6.67%) Computer Engineer
6 1 (6.67%) Computer Vision Engineer
6 1 (6.67%) Data Scientist
6 1 (6.67%) Machine Learning Engineer
6 1 (6.67%) Ruby on Rails Developer
6 1 (6.67%) Senior C++ Software Engineer
6 1 (6.67%) Senior Software Engineer
6 1 (6.67%) Senior Systems Engineer
6 1 (6.67%) Software Engineer
6 1 (6.67%) Technical Architect
Libraries, Frameworks & Software Standards
1 5 (33.33%) Express
1 5 (33.33%) Node.js
1 5 (33.33%) RESTful
2 4 (26.67%) .NET
3 3 (20.00%) Web Services
3 3 (20.00%) XML
4 1 (6.67%) OpenCL
4 1 (6.67%) RabbitMQ
4 1 (6.67%) React
4 1 (6.67%) Ruby on Rails
4 1 (6.67%) TensorFlow
Miscellaneous
1 3 (20.00%) Algorithms
1 3 (20.00%) Computer Science
2 2 (13.33%) Data Structures
3 1 (6.67%) 3D Graphics
3 1 (6.67%) Augmented Reality
3 1 (6.67%) Bitcoin
3 1 (6.67%) Client/Server
3 1 (6.67%) Digital Media
Operating Systems
1 2 (13.33%) Linux
2 1 (6.67%) Unix
Processes & Methodologies
1 9 (60.00%) OO
2 6 (40.00%) BDD
2 6 (40.00%) Business Intelligence
2 6 (40.00%) Data Science
2 6 (40.00%) Software Engineering
2 6 (40.00%) TDD
3 5 (33.33%) Agile Software Development
3 5 (33.33%) DevOps
3 5 (33.33%) Front End Development
3 5 (33.33%) Microservices
4 4 (26.67%) Mathematics
5 2 (13.33%) Asset Management
5 2 (13.33%) Computer Vision
5 2 (13.33%) Convolutional Neural Network
5 2 (13.33%) Data Analysis
5 2 (13.33%) Machine Learning
5 2 (13.33%) Neural Network
6 1 (6.67%) Innovation Management
6 1 (6.67%) Prototyping
6 1 (6.67%) Reinforcement Learning
Programming Languages
1 7 (46.67%) JavaScript
2 6 (40.00%) C++
3 5 (33.33%) ES6
4 4 (26.67%) C#
4 4 (26.67%) Java
5 3 (20.00%) Delphi
5 3 (20.00%) SQL
6 2 (13.33%) C
6 2 (13.33%) Python
7 1 (6.67%) Erlang
7 1 (6.67%) R
7 1 (6.67%) Ruby
Qualifications
1 2 (13.33%) Degree
2 1 (6.67%) Computer Science Degree
2 1 (6.67%) PhD
Quality Assurance & Compliance
1 3 (20.00%) QA
System Software
1 6 (40.00%) Docker
Systems Management
1 5 (33.33%) Kubernetes