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 27 March 2017 with a comparison to the same period in the previous 2 years.

Parallel Computing
UK
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 846 935 945
Rank change year-on-year +89 +10  
Permanent jobs citing Parallel Computing 18 14 6
As % of all permanent IT jobs advertised in the UK 0.021% 0.014% 0.006%
As % of the Processes & Methodologies category 0.024% 0.015% 0.006%
Number of salaries quoted 11 6 6
Median salary £70,500 £55,000 £75,000
Median salary % change year-on-year +28.18% -26.66%  
90% offered a salary of more than £37,500 £37,500 £39,500
10% offered a salary of more than £120,000 £55,000 £86,500
UK excluding London median salary £30,000 £55,000 £75,000
% change year-on-year -45.45% -26.66%  

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 75370 91581 93969
As % of all permanent IT job vacancies advertised in the UK 89.10% 88.56% 87.01%
Number of salaries quoted 61980 75773 76024
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 £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 27 March 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 27 March 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 +92 16 £95,250 +73.18% 4
London +74 10 £120,000 +220.00% 1
South East +71 4 - -
Surrey +44 4 - -
Staines - 4 - -
Lancashire - 2 £37,500 -
Cardiff - 2 £22,500 - 2
South Wales - 2 £22,500 - 2
North West - 2 £37,500 - 1
Wales - 2 £22,500 - 2
Preston - 1 £37,500 -

Parallel Computing
Top 30 Co-occurring IT Skills

For the 6 months to 27 March 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 28 (49.12%) Software Engineering
2 25 (43.86%) Mathematics
2 25 (43.86%) Computer Science
3 23 (40.35%) Scala
4 21 (36.84%) Finance
5 20 (35.09%) Agile Software Development
5 20 (35.09%) TDD
5 20 (35.09%) SQL
5 20 (35.09%) SQL Server
6 18 (31.58%) Linux
6 18 (31.58%) Analytical Skills
7 17 (29.82%) Functional Programming
7 17 (29.82%) Clojure
7 17 (29.82%) Haskell
7 17 (29.82%) Continuous Integration
7 17 (29.82%) Oracle
8 16 (28.07%) Banking
8 16 (28.07%) Multithreading
9 15 (26.32%) Investment Banking
9 15 (26.32%) DevOps
9 15 (26.32%) Algorithms
9 15 (26.32%) SSL
9 15 (26.32%) Data Management
9 15 (26.32%) Unix
9 15 (26.32%) Windows
9 15 (26.32%) Kerberos
9 15 (26.32%) Sybase
9 15 (26.32%) Fintech
10 13 (22.81%) .NET
10 13 (22.81%) C#

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 6 (10.53%) Apache
1 6 (10.53%) Apache Spark
2 3 (5.26%) IIS
3 2 (3.51%) Elasticsearch
3 2 (3.51%) Jupyter
4 1 (1.75%) IPython
Applications
1 3 (5.26%) MS Excel
Cloud Services
1 4 (7.02%) Amazon AWS
2 2 (3.51%) Amazon EC2
2 2 (3.51%) Cloud Computing
2 2 (3.51%) Microsoft Azure
Communications & Networking
1 15 (26.32%) Kerberos
1 15 (26.32%) SSL
Database & Business Intelligence
1 20 (35.09%) SQL Server
2 8 (14.04%) Big Data
3 7 (12.28%) NoSQL
4 6 (10.53%) Hadoop
4 6 (10.53%) Oracle Database
5 4 (7.02%) Data Mining
6 2 (3.51%) Amazon DynamoDB
6 2 (3.51%) Apache Cassandra
6 2 (3.51%) HBase
6 2 (3.51%) MongoDB
6 2 (3.51%) MySQL
6 2 (3.51%) PostgreSQL
6 2 (3.51%) RDBMS
6 2 (3.51%) Relational Database
General
1 21 (36.84%) Finance
2 16 (28.07%) Banking
3 15 (26.32%) Investment Banking
4 1 (1.75%) Telecoms
Job Titles
1 36 (63.16%) Developer
2 16 (28.07%) Junior
3 15 (26.32%) DevOps Engineer
3 15 (26.32%) DevOps Systems Engineer
3 15 (26.32%) Junior DevOps
3 15 (26.32%) Junior Systems Engineer
3 15 (26.32%) Systems Engineer
4 11 (19.30%) .NET Developer
5 6 (10.53%) C# Developer
6 5 (8.77%) C# .NET Developer
7 4 (7.02%) C++ Developer
7 4 (7.02%) Data Scientist
8 3 (5.26%) Senior .NET Developer
8 3 (5.26%) Senior Developer
9 2 (3.51%) Big Data Engineer
9 2 (3.51%) Data Engineer
10 1 (1.75%) C/C++ Developer
10 1 (1.75%) Full Stack Developer
10 1 (1.75%) Graduate Developer
10 1 (1.75%) Python Developer
Libraries, Frameworks & Software Standards
1 13 (22.81%) .NET
2 6 (10.53%) HTML
3 5 (8.77%) AngularJS
4 4 (7.02%) Natural Language Processing
4 4 (7.02%) OpenCL
5 3 (5.26%) .NET Framework
5 3 (5.26%) ADO.NET
5 3 (5.26%) Akka
5 3 (5.26%) Angular 2
5 3 (5.26%) CSS
5 3 (5.26%) HTML5
5 3 (5.26%) jQuery
5 3 (5.26%) React
5 3 (5.26%) SOAP
5 3 (5.26%) WCF
5 3 (5.26%) WPF
5 3 (5.26%) XML
5 3 (5.26%) XSL
6 1 (1.75%) ASP.NET MVC
6 1 (1.75%) Middleware
Miscellaneous
1 25 (43.86%) Computer Science
2 18 (31.58%) Analytical Skills
3 15 (26.32%) Algorithms
3 15 (26.32%) Fintech
4 13 (22.81%) Equities
5 11 (19.30%) Data Structures
6 9 (15.79%) Grid Computing
7 6 (10.53%) CUDA
8 3 (5.26%) Enterprise Software
8 3 (5.26%) PlayStation
9 1 (1.75%) Client/Server
9 1 (1.75%) Fixed Income
9 1 (1.75%) Foreign Exchange (FX)
Operating Systems
1 18 (31.58%) Linux
2 15 (26.32%) Unix
2 15 (26.32%) Windows
Processes & Methodologies
1 28 (49.12%) Software Engineering
2 25 (43.86%) Mathematics
3 20 (35.09%) Agile Software Development
3 20 (35.09%) TDD
4 17 (29.82%) Continuous Integration
4 17 (29.82%) Functional Programming
5 16 (28.07%) Multithreading
6 15 (26.32%) Data Management
6 15 (26.32%) DevOps
7 10 (17.54%) Artificial Intelligence
8 9 (15.79%) Release Management
9 8 (14.04%) OO
10 6 (10.53%) Machine Learning
10 6 (10.53%) OOP
10 6 (10.53%) Statistics
11 5 (8.77%) Low Latency
12 4 (7.02%) Deep Learning
12 4 (7.02%) Kalman Filter
12 4 (7.02%) Propensity Modelling
12 4 (7.02%) Proprietary Trading
Programming Languages
1 23 (40.35%) Scala
2 20 (35.09%) SQL
3 17 (29.82%) Clojure
3 17 (29.82%) Haskell
4 13 (22.81%) C#
4 13 (22.81%) Python
5 8 (14.04%) C++
5 8 (14.04%) Java
6 6 (10.53%) C
7 5 (8.77%) JavaScript
8 4 (7.02%) Perl
8 4 (7.02%) R
9 3 (5.26%) F#
9 3 (5.26%) T-SQL
Qualifications
1 3 (5.26%) Degree
2 2 (3.51%) PhD
Vendors
1 17 (29.82%) Oracle
2 15 (26.32%) Sybase
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: From £30,000 to £55,000 per annum Fantastic base salary + Benefits and
Posted: 12 hours ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £35000 per annum
Posted: 4 days ago
Bristol, Avon
Novate IT Ltd
Salary: £35000 - £45000 per annum
Posted: 6 days ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £0.00 - £45000.00 per annum
Posted: 5 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £70000 - £85000 per annum
Posted: 6 days ago