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

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Parallel Computing
UK
Rank 831 933 949
Rank change year-on-year +102 +16  
Permanent jobs citing Parallel Computing 18 13 7
As % of all permanent IT jobs advertised in the UK 0.021% 0.013% 0.007%
As % of the Processes & Methodologies category 0.024% 0.014% 0.008%
Number of salaries quoted 11 6 7
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 £40,000
10% offered a salary of more than £120,000 £55,000 £100,000
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 74564 90782 91624
As % of all permanent IT job vacancies advertised in the UK 89.03% 88.50% 87.04%
Number of salaries quoted 61277 75155 74101
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year - +2.04%  
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 23 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 23 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 +97 16 £95,250 +73.18% 3
London +76 10 £120,000 +220.00% 1
South East +68 4 - -
Surrey +42 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 Related IT Skills

For the 6 months to 23 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 (48.28%) Software Engineering
2 26 (44.83%) Computer Science
3 25 (43.10%) Mathematics
4 23 (39.66%) Scala
5 21 (36.21%) TDD
5 21 (36.21%) Finance
5 21 (36.21%) SQL
6 20 (34.48%) SQL Server
6 20 (34.48%) Agile Software Development
7 18 (31.03%) Linux
7 18 (31.03%) Analytical Skills
8 17 (29.31%) Oracle
8 17 (29.31%) Clojure
8 17 (29.31%) Haskell
8 17 (29.31%) Continuous Integration
8 17 (29.31%) Functional Programming
9 16 (27.59%) Algorithms
9 16 (27.59%) Multithreading
9 16 (27.59%) Banking
10 15 (25.86%) SSL
10 15 (25.86%) Data Management
10 15 (25.86%) Investment Banking
10 15 (25.86%) Unix
10 15 (25.86%) Windows
10 15 (25.86%) Kerberos
10 15 (25.86%) Sybase
10 15 (25.86%) DevOps
10 15 (25.86%) Fintech
11 14 (24.14%) .NET
11 14 (24.14%) C#

Parallel Computing
Top Related 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 (10.34%) Apache
1 6 (10.34%) Apache Spark
2 3 (5.17%) IIS
3 2 (3.45%) Elasticsearch
3 2 (3.45%) Jupyter
4 1 (1.72%) IPython
Applications
1 3 (5.17%) MS Excel
Cloud Services
1 4 (6.90%) Amazon AWS
2 2 (3.45%) Amazon EC2
2 2 (3.45%) Cloud Computing
2 2 (3.45%) Microsoft Azure
Communications & Networking
1 15 (25.86%) Kerberos
1 15 (25.86%) SSL
Database & Business Intelligence
1 20 (34.48%) SQL Server
2 8 (13.79%) Big Data
3 7 (12.07%) NoSQL
4 6 (10.34%) Hadoop
4 6 (10.34%) Oracle Database
5 4 (6.90%) Data Mining
6 2 (3.45%) Amazon DynamoDB
6 2 (3.45%) Apache Cassandra
6 2 (3.45%) HBase
6 2 (3.45%) MongoDB
6 2 (3.45%) MySQL
6 2 (3.45%) PostgreSQL
6 2 (3.45%) RDBMS
6 2 (3.45%) Relational Database
General
1 21 (36.21%) Finance
2 16 (27.59%) Banking
3 15 (25.86%) Investment Banking
4 1 (1.72%) Telecoms
Job Titles
1 37 (63.79%) Developer
2 16 (27.59%) Junior
3 15 (25.86%) DevOps Engineer
3 15 (25.86%) DevOps Systems Engineer
3 15 (25.86%) Junior DevOps
3 15 (25.86%) Junior Systems Engineer
3 15 (25.86%) Systems Engineer
4 12 (20.69%) .NET Developer
5 7 (12.07%) C# Developer
6 6 (10.34%) C# .NET Developer
7 4 (6.90%) C++ Developer
7 4 (6.90%) Data Scientist
8 3 (5.17%) Senior .NET Developer
8 3 (5.17%) Senior Developer
9 2 (3.45%) Big Data Engineer
9 2 (3.45%) Data Engineer
10 1 (1.72%) Analyst Developer
10 1 (1.72%) C# WPF Developer
10 1 (1.72%) C/C++ Developer
10 1 (1.72%) Graduate Developer
Libraries, Frameworks & Software Standards
1 14 (24.14%) .NET
2 6 (10.34%) HTML
3 5 (8.62%) AngularJS
4 4 (6.90%) Natural Language Processing
4 4 (6.90%) OpenCL
4 4 (6.90%) WPF
5 3 (5.17%) .NET Framework
5 3 (5.17%) ADO.NET
5 3 (5.17%) Akka
5 3 (5.17%) Angular 2
5 3 (5.17%) CSS
5 3 (5.17%) HTML5
5 3 (5.17%) jQuery
5 3 (5.17%) React
5 3 (5.17%) SOAP
5 3 (5.17%) WCF
5 3 (5.17%) XML
5 3 (5.17%) XSL
6 1 (1.72%) ASP.NET
6 1 (1.72%) Middleware
Miscellaneous
1 26 (44.83%) Computer Science
2 18 (31.03%) Analytical Skills
3 16 (27.59%) Algorithms
4 15 (25.86%) Fintech
5 13 (22.41%) Equities
6 12 (20.69%) Data Structures
7 9 (15.52%) Grid Computing
8 6 (10.34%) CUDA
9 3 (5.17%) Enterprise Software
9 3 (5.17%) PlayStation
10 1 (1.72%) Client/Server
10 1 (1.72%) Fixed Income
10 1 (1.72%) Foreign Exchange (FX)
10 1 (1.72%) Hedge funds
Operating Systems
1 18 (31.03%) Linux
2 15 (25.86%) Unix
2 15 (25.86%) Windows
Processes & Methodologies
1 28 (48.28%) Software Engineering
2 25 (43.10%) Mathematics
3 21 (36.21%) TDD
4 20 (34.48%) Agile Software Development
5 17 (29.31%) Continuous Integration
5 17 (29.31%) Functional Programming
6 16 (27.59%) Multithreading
7 15 (25.86%) Data Management
7 15 (25.86%) DevOps
8 10 (17.24%) Artificial Intelligence
9 9 (15.52%) Release Management
10 8 (13.79%) OO
11 6 (10.34%) Machine Learning
11 6 (10.34%) OOP
11 6 (10.34%) Statistics
12 5 (8.62%) Low Latency
13 4 (6.90%) Business Development
13 4 (6.90%) Deep Learning
13 4 (6.90%) Kalman Filter
13 4 (6.90%) Propensity Modelling
Programming Languages
1 23 (39.66%) Scala
2 21 (36.21%) SQL
3 17 (29.31%) Clojure
3 17 (29.31%) Haskell
4 14 (24.14%) C#
5 13 (22.41%) Python
6 8 (13.79%) C++
6 8 (13.79%) Java
7 6 (10.34%) C
8 5 (8.62%) JavaScript
9 4 (6.90%) Perl
9 4 (6.90%) R
10 3 (5.17%) F#
10 3 (5.17%) T-SQL
Qualifications
1 4 (6.90%) Degree
2 2 (3.45%) PhD
Vendors
1 17 (29.31%) Oracle
2 15 (25.86%) Sybase
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Salary: £35000 per annum
Posted: 13 hours ago
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Salary: £0.00 - £45000.00 per annum
Posted: Yesterday
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Salary: £35000 - £45000 per annum
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Salary: £70000 - £85000 per annum
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