Period
to 20 January 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 20 January 2018 with a comparison to the same period in the previous 2 years.

Parallel Processing
UK > England
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 1107 1137 1214
Rank change year-on-year +30 +77 +45
Permanent jobs citing Parallel Processing 31 18 38
As % of all permanent IT jobs advertised in England 0.019% 0.011% 0.019%
As % of the Processes & Methodologies category 0.021% 0.012% 0.022%
Number of salaries quoted 31 17 24
England median annual salary £55,000 £45,000 £47,500
Median salary % change year-on-year +22.22% -5.26% -9.95%
10th Percentile £37,500 £37,750 £41,250
90th Percentile £80,000 £53,250 £60,438
UK median annual salary £55,000 £45,000 £47,500
% change year-on-year +22.22% -5.26% -9.52%

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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 145,616 149,673 174,380
As % of all permanent IT jobs advertised in England 89.83% 89.55% 88.88%
Number of salaries quoted 117,972 124,658 146,059
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,000 £28,500 £28,000
90th Percentile £81,250 £80,000 £77,500
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

Parallel Processing
Job Vacancy Trend in England

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

Job vacancy trend for Parallel Processing in England

Parallel Processing
Salary Trend in England

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

Salary trend for Parallel Processing in England

Parallel Processing
Salary Histogram in England

The salary distribution of IT jobs citing Parallel Processing in England over the 6 months to 20 January 2018.

Salary histogram for Parallel Processing in England

Parallel Processing
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Parallel Processing within the England region over the 6 months to 20 January 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
London +11 14 £65,000 +48.57% 3
Midlands - 5 £45,000 -
South West - 5 £55,000 -
West Midlands - 5 £45,000 -
East of England - 5 £50,000 -
South East +16 1 £80,000 +77.78% 1
North West - 1 £33,500 -
North of England - 1 £33,500 -
Parallel Processing
UK

For the 6 months to 20 January 2018, 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 across the England region with a requirement for Parallel Processing.

1 18 (58.06%) SQL
2 13 (41.94%) JavaScript
3 12 (38.71%) C++
4 11 (35.48%) Computer Science
4 11 (35.48%) Multithreading
4 11 (35.48%) Degree
4 11 (35.48%) Visualisation
4 11 (35.48%) NoSQL
5 10 (32.26%) Node.js
5 10 (32.26%) Coaching
6 9 (29.03%) CAD
6 9 (29.03%) CAE
6 9 (29.03%) Games
6 9 (29.03%) C
7 8 (25.81%) HTML
7 8 (25.81%) Oracle
7 8 (25.81%) Linux
7 8 (25.81%) AngularJS
8 7 (22.58%) CSS3
8 7 (22.58%) HTML5
8 7 (22.58%) Data Warehouse
8 7 (22.58%) ETL
8 7 (22.58%) CSS
8 7 (22.58%) Teradata
8 7 (22.58%) Agile Software Development
8 7 (22.58%) React
9 6 (19.35%) .NET
9 6 (19.35%) C#
9 6 (19.35%) Software Engineering
9 6 (19.35%) Big Data

Parallel Processing
Co-occurring IT Skills in England 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 (6.45%) Apache
1 2 (6.45%) Apache Spark
2 1 (3.23%) Elasticsearch
2 1 (3.23%) nginx
2 1 (3.23%) OpenStack
2 1 (3.23%) Oracle SOA Suite
2 1 (3.23%) Tuxedo
Applications
1 1 (3.23%) Microsoft PowerPoint
Cloud Services
1 3 (9.68%) Google Cloud Platform
2 2 (6.45%) Amazon AWS
2 2 (6.45%) Microsoft Azure
3 1 (3.23%) Google Compute Engine
Communications & Networking
1 5 (16.13%) Ethernet
2 1 (3.23%) HTTP
2 1 (3.23%) SSL
Database & Business Intelligence
1 11 (35.48%) NoSQL
2 7 (22.58%) Data Warehouse
3 6 (19.35%) Big Data
4 5 (16.13%) DB2
5 3 (9.68%) Hadoop
5 3 (9.68%) Oracle Database
6 2 (6.45%) Enterprise Data Warehouse
6 2 (6.45%) HBase
6 2 (6.45%) Impala
7 1 (3.23%) Apache Cassandra
7 1 (3.23%) BigQuery
7 1 (3.23%) Bigtable
7 1 (3.23%) Hazelcast
7 1 (3.23%) MongoDB
7 1 (3.23%) MySQL
7 1 (3.23%) QlikView
Development Applications
1 2 (6.45%) Git (software)
1 2 (6.45%) Jenkins
2 1 (3.23%) Octopus Deploy
2 1 (3.23%) Selenium
2 1 (3.23%) TeamCity
General
1 9 (29.03%) Games
2 3 (9.68%) Finance
3 1 (3.23%) Banking
3 1 (3.23%) Marketing
Job Titles
1 21 (67.74%) Developer
2 11 (35.48%) Architect
3 10 (32.26%) Senior Developer
3 10 (32.26%) Software Architect
3 10 (32.26%) Software Developer
4 7 (22.58%) Data Warehouse Developer
4 7 (22.58%) Senior Architect
4 7 (22.58%) Senior Software Architect
4 7 (22.58%) Senior Software Developer
5 5 (16.13%) Embedded Engineer
5 5 (16.13%) Embedded Software Engineer
5 5 (16.13%) Software Engineer
6 4 (12.90%) C++ Developer
7 3 (9.68%) C++ Software Developer
7 3 (9.68%) SQL Developer
8 2 (6.45%) DevOps Engineer
8 2 (6.45%) Scala Developer
8 2 (6.45%) Senior Data Warehouse Developer
8 2 (6.45%) Unix Developer
9 1 (3.23%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 10 (32.26%) Node.js
2 8 (25.81%) AngularJS
2 8 (25.81%) HTML
3 7 (22.58%) CSS
3 7 (22.58%) CSS3
3 7 (22.58%) HTML5
3 7 (22.58%) React
4 6 (19.35%) .NET
5 3 (9.68%) Kafka
6 2 (6.45%) JMS
7 1 (3.23%) Hibernate
7 1 (3.23%) jQuery
7 1 (3.23%) JSON
7 1 (3.23%) LAMP
7 1 (3.23%) LEMP Stack
7 1 (3.23%) Middleware
7 1 (3.23%) OpenVZ
7 1 (3.23%) Spring
7 1 (3.23%) Spring MVC
7 1 (3.23%) Velocity
Miscellaneous
1 11 (35.48%) Computer Science
2 3 (9.68%) Analytical Skills
3 1 (3.23%) Algorithms
3 1 (3.23%) Analytical Mindset
3 1 (3.23%) Data Structures
3 1 (3.23%) Fintech
3 1 (3.23%) Greenfield Project
Operating Systems
1 8 (25.81%) Linux
2 2 (6.45%) Unix
Processes & Methodologies
1 11 (35.48%) Multithreading
1 11 (35.48%) Visualisation
2 10 (32.26%) Coaching
3 9 (29.03%) CAD
3 9 (29.03%) CAE
4 7 (22.58%) Agile Software Development
4 7 (22.58%) ETL
5 6 (19.35%) Software Engineering
6 5 (16.13%) Business Intelligence
6 5 (16.13%) Dimensional Modelling
6 5 (16.13%) Embedded Software Development
6 5 (16.13%) Kimball Methodology
7 4 (12.90%) OO
8 3 (9.68%) Data Modelling
8 3 (9.68%) Test Automation
8 3 (9.68%) UML
9 2 (6.45%) Data Visualisation
9 2 (6.45%) DevOps
9 2 (6.45%) Mentoring
9 2 (6.45%) Physical Data Model
Programming Languages
1 18 (58.06%) SQL
2 13 (41.94%) JavaScript
3 12 (38.71%) C++
4 9 (29.03%) C
5 6 (19.35%) C#
6 5 (16.13%) Java
7 4 (12.90%) Python
8 2 (6.45%) Bash Shell
8 2 (6.45%) Embedded C
8 2 (6.45%) Perl
8 2 (6.45%) Scala
8 2 (6.45%) Shell Script
9 1 (3.23%) Clojure
9 1 (3.23%) F#
9 1 (3.23%) Haskell
9 1 (3.23%) PHP
9 1 (3.23%) PL/SQL
9 1 (3.23%) R
9 1 (3.23%) Ruby
Qualifications
1 11 (35.48%) Degree
2 3 (9.68%) Computer Science Degree
Quality Assurance & Compliance
1 1 (3.23%) GCP
1 1 (3.23%) QA
System Software
1 4 (12.90%) Docker
2 1 (3.23%) Apache ZooKeeper
2 1 (3.23%) GridGain
Systems Management
1 2 (6.45%) Ansible
1 2 (6.45%) Opscode Chef
1 2 (6.45%) Puppet
2 1 (3.23%) Kubernetes
2 1 (3.23%) Marathon
2 1 (3.23%) Mesos
2 1 (3.23%) Tivoli
Vendors
1 8 (25.81%) Oracle
2 7 (22.58%) Teradata
3 5 (16.13%) Greenplum
3 5 (16.13%) Netezza
3 5 (16.13%) Vertica
4 3 (9.68%) Google
5 1 (3.23%) BEA
5 1 (3.23%) Tableau