Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Parallel Processing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Parallel Processing over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Parallel Processing
UK
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 1181 1210 1287
Rank change year-on-year +29 +77 +7
Permanent jobs citing Parallel Processing 30 12 36
As % of all permanent IT jobs advertised in the UK 0.017% 0.006% 0.016%
As % of the Processes & Methodologies category 0.019% 0.007% 0.019%
Number of salaries quoted 28 10 27
UK median annual salary £65,000 £45,000 £49,000
Median salary % change year-on-year +44.44% -8.16% -10.91%
10th Percentile £45,125 £35,625 £26,250
90th Percentile £91,500 £51,250 £75,000
UK excluding London median annual salary £65,000 £45,000 £42,500
% change year-on-year +44.44% +5.88% -22.73%

Parallel Processing 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 161950 169183 194286
As % of all permanent IT jobs advertised in the UK 89.90% 89.41% 88.80%
Number of salaries quoted 127926 140515 160119
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 £79,800 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Parallel Processing
Job Vacancy Trend

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

Job vacancy trend for Parallel Processing in the UK

Parallel Processing
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Parallel Processing.

Salary trend for Parallel Processing in the UK

Parallel Processing
Salary Histogram

The salary distribution of IT jobs citing Parallel Processing over the 6 months to 24 November 2017.

Salary histogram for Parallel Processing in the UK

Parallel Processing
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 Processing within the UK over the 6 months to 24 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 +62 30 £65,000 +44.44% 2
UK excluding London +56 15 £65,000 +44.44% 1
London +17 15 £65,000 - 1
South West - 9 £55,000 - 1
East of England - 4 £95,000 -
South East +47 1 £80,000 +77.78%
North of England - 1 £33,500 -
North West - 1 £33,500 -

For the 6 months to 24 November 2017, IT jobs citing Parallel Processing 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 Processing.

1 11 (36.67%) Python
2 10 (33.33%) C++
2 10 (33.33%) Agile Software Development
2 10 (33.33%) Software Engineering
3 8 (26.67%) C
3 8 (26.67%) Java
3 8 (26.67%) JavaScript
3 8 (26.67%) SQL
3 8 (26.67%) Degree
3 8 (26.67%) Computer Science
3 8 (26.67%) Big Data
4 7 (23.33%) Docker
4 7 (23.33%) Linux
4 7 (23.33%) Shell Script
5 6 (20.00%) Google
5 6 (20.00%) Multithreading
5 6 (20.00%) Amazon AWS
5 6 (20.00%) Puppet
5 6 (20.00%) DevOps
5 6 (20.00%) Opscode Chef
5 6 (20.00%) Jenkins
5 6 (20.00%) Google Cloud Platform
5 6 (20.00%) Ansible
6 5 (16.67%) Mentoring
6 5 (16.67%) Embedded Software Development
6 5 (16.67%) Oracle Database
6 5 (16.67%) MongoDB
6 5 (16.67%) Ruby
6 5 (16.67%) Configuration Management
6 5 (16.67%) Finance

Parallel Processing
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 5 (16.67%) Apache
2 4 (13.33%) nginx
2 4 (13.33%) OpenStack
3 2 (6.67%) Apache Spark
4 1 (3.33%) Elasticsearch
4 1 (3.33%) Oracle SOA Suite
4 1 (3.33%) Tuxedo
Cloud Services
1 6 (20.00%) Amazon AWS
1 6 (20.00%) Google Cloud Platform
2 4 (13.33%) Google Compute Engine
2 4 (13.33%) Microsoft Azure
Communications & Networking
1 5 (16.67%) Ethernet
2 3 (10.00%) Internet
2 3 (10.00%) SMTP
3 1 (3.33%) HTTP
3 1 (3.33%) SSL
Database & Business Intelligence
1 8 (26.67%) Big Data
2 5 (16.67%) MongoDB
2 5 (16.67%) Oracle Database
3 4 (13.33%) Data Warehouse
3 4 (13.33%) MySQL
3 4 (13.33%) NoSQL
4 3 (10.00%) Hadoop
5 1 (3.33%) Apache Cassandra
5 1 (3.33%) Hazelcast
5 1 (3.33%) HBase
5 1 (3.33%) Impala
5 1 (3.33%) SQL Server
Development Applications
1 6 (20.00%) Jenkins
2 4 (13.33%) Git (software)
2 4 (13.33%) Valgrind
3 2 (6.67%) Octopus Deploy
3 2 (6.67%) Selenium
3 2 (6.67%) TeamCity
4 1 (3.33%) Atlassian Bamboo
4 1 (3.33%) JUnit
4 1 (3.33%) Travis CI
General
1 5 (16.67%) Finance
2 4 (13.33%) Advertising
3 3 (10.00%) Banking
4 2 (6.67%) Games
5 1 (3.33%) Marketing
Job Titles
1 13 (43.33%) Developer
2 9 (30.00%) Senior Developer
3 8 (26.67%) Software Engineer
4 6 (20.00%) DevOps Engineer
5 5 (16.67%) Architect
5 5 (16.67%) Embedded Engineer
5 5 (16.67%) Embedded Software Engineer
6 4 (13.33%) Cloud Engineer
6 4 (13.33%) Data Warehouse Developer
6 4 (13.33%) DevOps Systems Engineer
6 4 (13.33%) Senior Data Warehouse Developer
6 4 (13.33%) Systems Engineer
7 3 (10.00%) C++ Software Engineer
7 3 (10.00%) Senior Architect
7 3 (10.00%) Senior Software Architect
7 3 (10.00%) Senior Software Developer
7 3 (10.00%) Software Architect
7 3 (10.00%) Software Developer
8 2 (6.67%) C++ Developer
8 2 (6.67%) Java Architect
Libraries, Frameworks & Software Standards
1 4 (13.33%) AngularJS
1 4 (13.33%) Boost C++ Libraries
1 4 (13.33%) LAMP
1 4 (13.33%) LEMP Stack
1 4 (13.33%) OpenVZ
2 3 (10.00%) .NET
2 3 (10.00%) CSS
2 3 (10.00%) CSS3
2 3 (10.00%) HTML
2 3 (10.00%) HTML5
2 3 (10.00%) Node.js
2 3 (10.00%) React
3 2 (6.67%) JMS
3 2 (6.67%) Kafka
3 2 (6.67%) Middleware
4 1 (3.33%) Akka
4 1 (3.33%) Hibernate
4 1 (3.33%) Play Framework
4 1 (3.33%) TensorFlow
4 1 (3.33%) Torch
Miscellaneous
1 8 (26.67%) Computer Science
2 4 (13.33%) Enterprise Software
3 2 (6.67%) Analytical Skills
3 2 (6.67%) Fintech
3 2 (6.67%) Greenfield Project
3 2 (6.67%) Management Information System
4 1 (3.33%) Algorithms
4 1 (3.33%) Analytical Mindset
4 1 (3.33%) CUDA
4 1 (3.33%) Data Structures
Operating Systems
1 7 (23.33%) Linux
2 1 (3.33%) Windows
Processes & Methodologies
1 10 (33.33%) Agile Software Development
1 10 (33.33%) Software Engineering
2 6 (20.00%) DevOps
2 6 (20.00%) Multithreading
3 5 (16.67%) Configuration Management
3 5 (16.67%) Data Modelling
3 5 (16.67%) Embedded Software Development
3 5 (16.67%) Mentoring
4 4 (13.33%) ETL
4 4 (13.33%) OO
4 4 (13.33%) Open Source
4 4 (13.33%) Physical Data Model
4 4 (13.33%) Test Automation
4 4 (13.33%) Visualisation
5 3 (10.00%) Coaching
5 3 (10.00%) Continuous Integration
5 3 (10.00%) High Availability
5 3 (10.00%) Network Monitoring
5 3 (10.00%) Unit Testing
5 3 (10.00%) Waterfall
Programming Languages
1 11 (36.67%) Python
2 10 (33.33%) C++
3 8 (26.67%) C
3 8 (26.67%) Java
3 8 (26.67%) JavaScript
3 8 (26.67%) SQL
4 7 (23.33%) Shell Script
5 5 (16.67%) PHP
5 5 (16.67%) Ruby
6 4 (13.33%) Bash Shell
6 4 (13.33%) Perl
7 3 (10.00%) C#
7 3 (10.00%) PL/SQL
7 3 (10.00%) Scala
8 2 (6.67%) Embedded C
9 1 (3.33%) Clojure
9 1 (3.33%) F#
9 1 (3.33%) MATLAB
9 1 (3.33%) R
9 1 (3.33%) T-SQL
Qualifications
1 8 (26.67%) Degree
2 3 (10.00%) Computer Science Degree
Quality Assurance & Compliance
1 1 (3.33%) GCP
1 1 (3.33%) QA
System Software
1 7 (23.33%) Docker
2 3 (10.00%) Virtual Machines
3 1 (3.33%) Apache ZooKeeper
3 1 (3.33%) GridGain
Systems Management
1 6 (20.00%) Ansible
1 6 (20.00%) Opscode Chef
1 6 (20.00%) Puppet
2 1 (3.33%) Marathon
2 1 (3.33%) Mesos
2 1 (3.33%) Tivoli
Vendors
1 6 (20.00%) Google
2 5 (16.67%) Oracle
3 4 (13.33%) Teradata
3 4 (13.33%) Yahoo!
4 3 (10.00%) SaltStack
5 1 (3.33%) BEA