Period
to 22 July 2017

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 22 July 2017 with a comparison to the same period in the previous 2 years.

Parallel Processing
UK > England
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 1103 1225 1258
Rank change year-on-year +122 +33 +20
Permanent jobs citing Parallel Processing 55 31 30
As % of all permanent IT jobs advertised in England 0.033% 0.016% 0.014%
As % of the Processes & Methodologies category 0.037% 0.018% 0.016%
Number of salaries quoted 50 28 26
England median annual salary £62,500 £47,500 £51,000
Median salary % change year-on-year +31.58% -6.86% -7.27%
10th Percentile £43,750 £42,500 £26,250
90th Percentile £95,000 £66,250 £75,000
UK median annual salary £62,500 £47,500 £51,000
% change year-on-year +31.58% -6.86% -7.27%

Parallel Processing 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 advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 150313 169078 182539
As % of all permanent IT job vacancies advertised in England 89.72% 88.93% 87.79%
Number of salaries quoted 121437 142365 150051
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £76,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 22 July 2017.

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 22 July 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
London +52 22 £62,500 +38.89%
South West - 11 £55,000 -
East of England - 10 £95,000 - 1
Midlands +39 7 £47,500 -
West Midlands +23 7 £47,500 -
South East - 5 £62,500 -
Parallel Processing
UK

For the 6 months to 22 July 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 across the England region with a requirement for Parallel Processing.

1 31 (56.36%) SQL
2 26 (47.27%) Python
3 22 (40.00%) Agile Software Development
4 20 (36.36%) OO
5 19 (34.55%) Shell Script
6 18 (32.73%) Teradata
7 17 (30.91%) Software Engineering
7 17 (30.91%) Finance
7 17 (30.91%) SQL Server
7 17 (30.91%) Big Data
8 16 (29.09%) Oracle
9 15 (27.27%) C#
9 15 (27.27%) Data Warehouse
10 14 (25.45%) Computer Science
10 14 (25.45%) Jenkins
10 14 (25.45%) DevOps
11 13 (23.64%) Physical Data Model
11 13 (23.64%) Oracle Database
11 13 (23.64%) Entity Framework
11 13 (23.64%) Degree
11 13 (23.64%) Data Modelling
11 13 (23.64%) ETL
11 13 (23.64%) OOA/OOD
11 13 (23.64%) C++
11 13 (23.64%) PL/SQL
11 13 (23.64%) .NET
12 12 (21.82%) Java
12 12 (21.82%) Linux
12 12 (21.82%) .NET Framework
12 12 (21.82%) MongoDB

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 6 (10.91%) Apache
1 6 (10.91%) nginx
1 6 (10.91%) OpenStack
2 5 (9.09%) Apache Spark
3 3 (5.45%) Elasticsearch
4 2 (3.64%) SAS
Applications
1 2 (3.64%) SPSS
Cloud Services
1 10 (18.18%) Amazon AWS
2 7 (12.73%) Google Cloud Platform
3 6 (10.91%) Google Compute Engine
4 3 (5.45%) Microsoft Azure
Communications & Networking
1 7 (12.73%) Ethernet
2 5 (9.09%) Internet
2 5 (9.09%) SMTP
Database & Business Intelligence
1 17 (30.91%) Big Data
1 17 (30.91%) SQL Server
2 15 (27.27%) Data Warehouse
3 13 (23.64%) Oracle Database
4 12 (21.82%) MongoDB
5 9 (16.36%) MySQL
6 7 (12.73%) Oracle ODI
6 7 (12.73%) SQL Server Integration Services
7 6 (10.91%) Hadoop
7 6 (10.91%) NoSQL
8 3 (5.45%) Amazon Redshift
8 3 (5.45%) Apache Hive
8 3 (5.45%) Cognos Impromptu
8 3 (5.45%) DB2
8 3 (5.45%) HBase
8 3 (5.45%) PostgreSQL
8 3 (5.45%) RDBMS
8 3 (5.45%) Relational Database
9 2 (3.64%) Data Mining
Development Applications
1 14 (25.45%) Jenkins
2 10 (18.18%) Git (software)
3 7 (12.73%) NUnit
4 4 (7.27%) Valgrind
5 2 (3.64%) Subversion
6 1 (1.82%) Atlassian Bamboo
6 1 (1.82%) JUnit
6 1 (1.82%) Octopus Deploy
6 1 (1.82%) Selenium
6 1 (1.82%) TeamCity
6 1 (1.82%) Travis CI
General
1 17 (30.91%) Finance
2 9 (16.36%) Banking
3 4 (7.27%) Advertising
3 4 (7.27%) Marketing
4 2 (3.64%) Games
Job Titles
1 29 (52.73%) Developer
2 22 (40.00%) Senior Developer
3 13 (23.64%) Data Warehouse Developer
4 12 (21.82%) Senior Data Warehouse Developer
5 10 (18.18%) Software Engineer
6 9 (16.36%) DevOps Engineer
7 7 (12.73%) Embedded Engineer
7 7 (12.73%) Embedded Software Engineer
7 7 (12.73%) Senior Software Developer
7 7 (12.73%) Software Developer
7 7 (12.73%) SSIS Developer
8 6 (10.91%) C# Developer
8 6 (10.91%) Cloud Engineer
8 6 (10.91%) DevOps Systems Engineer
8 6 (10.91%) Systems Engineer
9 3 (5.45%) Agile Developer
9 3 (5.45%) C++ Software Engineer
9 3 (5.45%) Java Engineer
9 3 (5.45%) Oracle Data Warehouse Developer
9 3 (5.45%) Senior Agile Developer
Libraries, Frameworks & Software Standards
1 13 (23.64%) .NET
1 13 (23.64%) Entity Framework
2 12 (21.82%) .NET Framework
3 7 (12.73%) Code First Entity Framework
3 7 (12.73%) LINQ
3 7 (12.73%) LINQ to SQL
4 6 (10.91%) LAMP
4 6 (10.91%) LEMP Stack
4 6 (10.91%) NHibernate
4 6 (10.91%) OpenVZ
4 6 (10.91%) RESTful
5 4 (7.27%) AngularJS
5 4 (7.27%) Boost C++ Libraries
6 3 (5.45%) D3.js
6 3 (5.45%) Java EE
6 3 (5.45%) Kafka
7 2 (3.64%) JMS
7 2 (3.64%) REST
8 1 (1.82%) ASP.NET MVC
8 1 (1.82%) KnockoutJS
Miscellaneous
1 14 (25.45%) Computer Science
2 7 (12.73%) Enterprise Software
3 3 (5.45%) Algorithms
3 3 (5.45%) Management Information System
4 2 (3.64%) Analytical Skills
4 2 (3.64%) Greenfield Project
4 2 (3.64%) Online Games
5 1 (1.82%) CUDA
5 1 (1.82%) Data Structures
5 1 (1.82%) Fintech
5 1 (1.82%) Grid Computing
Operating Systems
1 12 (21.82%) Linux
2 4 (7.27%) Windows
3 2 (3.64%) CentOS
3 2 (3.64%) Red Hat Enterprise Linux
Processes & Methodologies
1 22 (40.00%) Agile Software Development
2 20 (36.36%) OO
3 17 (30.91%) Software Engineering
4 14 (25.45%) DevOps
5 13 (23.64%) Data Modelling
5 13 (23.64%) ETL
5 13 (23.64%) OOA/OOD
5 13 (23.64%) Physical Data Model
6 10 (18.18%) Mentoring
7 9 (16.36%) Waterfall
8 8 (14.55%) Analytics
8 8 (14.55%) Mathematics
8 8 (14.55%) Multithreading
8 8 (14.55%) Unit Testing
9 7 (12.73%) Embedded Software Development
9 7 (12.73%) Migration
9 7 (12.73%) TDD
10 6 (10.91%) Dependency Injection
10 6 (10.91%) High Availability
10 6 (10.91%) Open Source
Programming Languages
1 31 (56.36%) SQL
2 26 (47.27%) Python
3 19 (34.55%) Shell Script
4 15 (27.27%) C#
5 13 (23.64%) C++
5 13 (23.64%) PL/SQL
6 12 (21.82%) Java
7 11 (20.00%) C
8 10 (18.18%) PHP
9 9 (16.36%) Scala
10 8 (14.55%) JavaScript
10 8 (14.55%) MATLAB
10 8 (14.55%) Perl
10 8 (14.55%) R
11 7 (12.73%) Ruby
12 6 (10.91%) T-SQL
13 5 (9.09%) Bash Shell
14 3 (5.45%) Embedded C
15 2 (3.64%) PowerShell
16 1 (1.82%) F#
Qualifications
1 13 (23.64%) Degree
2 4 (7.27%) Computer Science Degree
3 2 (3.64%) Postgraduate
Quality Assurance & Compliance
1 3 (5.45%) Data Quality
System Software
1 9 (16.36%) Docker
2 5 (9.09%) Virtual Machines
Systems Management
1 9 (16.36%) Opscode Chef
1 9 (16.36%) Puppet
2 7 (12.73%) Ansible
2 7 (12.73%) Tivoli
3 2 (3.64%) Rundeck
3 2 (3.64%) Salt
Vendors
1 18 (32.73%) Teradata
2 16 (29.09%) Oracle
3 7 (12.73%) Google
3 7 (12.73%) SaltStack
4 4 (7.27%) Yahoo!
5 3 (5.45%) Netezza
5 3 (5.45%) Vertica
5 3 (5.45%) VocaLink
6 1 (1.82%) Microsoft
Hertfordshire
Harvey Nash plc
Salary: £65000 - £75000 per annum + Bonus, additional benefits
Posted: 2 days ago