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 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Parallel Processing
UK
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 836 908 977
Rank change year-on-year +72 +69  
Permanent jobs citing Parallel Processing 34 5 11
As % of all permanent IT jobs advertised in the UK 0.038% 0.005% 0.010%
As % of the Processes & Methodologies category 0.043% 0.006% 0.011%
Number of salaries quoted 34 4 10
Median salary £57,500 £62,500 £50,000
Median salary % change year-on-year -8.00% +25.00%  
90% offered a salary of more than £47,500 £50,250 £27,500
10% offered a salary of more than £95,000 £88,750 £72,500
UK excluding London median salary £55,000 £62,500 £27,500
% change year-on-year -12.00% +127.27%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79960 87478 97573
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.00%
Number of salaries quoted 64514 73057 79746
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 £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Parallel Processing
Job Vacancy Trend

The job posting trend of jobs advertised citing Parallel Processing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 23 June 2017.

Salary histogram for Parallel Processing in the UK

Parallel Processing
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 Processing within the UK over the 3 months to 23 June 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 +81 34 £57,500 -8.00% 3
London +24 10 £60,000 -17.24% 2
South West - 9 £55,000 - 1
Bristol - 9 £55,000 - 1
East of England - 8 £95,000 -
Hertfordshire - 8 £95,000 -
West Midlands +19 7 £47,500 -24.00%
Birmingham - 7 £47,500 -
Watford - 4 £95,000 -
Rickmansworth - 3 £75,000 -
City of London +23 1 £62,500 +38.88%

For the 6 months to 23 June 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 31 (59.62%) SQL
2 23 (44.23%) Python
3 21 (40.38%) Agile Software Development
4 20 (38.46%) OO
5 19 (36.54%) Shell Script
6 18 (34.62%) Teradata
7 17 (32.69%) Finance
7 17 (32.69%) Oracle
7 17 (32.69%) SQL Server
8 16 (30.77%) Software Engineering
9 15 (28.85%) C#
9 15 (28.85%) Data Warehouse
10 14 (26.92%) Computer Science
10 14 (26.92%) Big Data
10 14 (26.92%) Oracle Database
11 13 (25.00%) DevOps
11 13 (25.00%) Physical Data Model
11 13 (25.00%) Jenkins
11 13 (25.00%) Entity Framework
11 13 (25.00%) Degree
11 13 (25.00%) OOA/OOD
11 13 (25.00%) Data Modelling
11 13 (25.00%) ETL
11 13 (25.00%) .NET
11 13 (25.00%) PL/SQL
12 12 (23.08%) C++
12 12 (23.08%) .NET Framework
12 12 (23.08%) MongoDB
13 11 (21.15%) Java
13 11 (21.15%) Linux

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 6 (11.54%) Apache
1 6 (11.54%) nginx
1 6 (11.54%) OpenStack
2 5 (9.62%) Apache Spark
3 3 (5.77%) Elasticsearch
4 2 (3.85%) SAS
5 1 (1.92%) Oracle SOA Suite
Applications
1 2 (3.85%) SPSS
Cloud Services
1 9 (17.31%) Amazon AWS
2 6 (11.54%) Google Cloud Platform
2 6 (11.54%) Google Compute Engine
3 2 (3.85%) Microsoft Azure
Communications & Networking
1 7 (13.46%) Ethernet
2 5 (9.62%) Internet
2 5 (9.62%) SMTP
Database & Business Intelligence
1 17 (32.69%) SQL Server
2 15 (28.85%) Data Warehouse
3 14 (26.92%) Big Data
3 14 (26.92%) Oracle Database
4 12 (23.08%) MongoDB
5 9 (17.31%) MySQL
6 7 (13.46%) Oracle ODI
6 7 (13.46%) SQL Server Integration Services
7 6 (11.54%) NoSQL
8 5 (9.62%) Hadoop
9 3 (5.77%) Amazon Redshift
9 3 (5.77%) Apache Hive
9 3 (5.77%) Cognos Impromptu
9 3 (5.77%) DB2
9 3 (5.77%) HBase
9 3 (5.77%) PostgreSQL
9 3 (5.77%) RDBMS
9 3 (5.77%) Relational Database
10 2 (3.85%) Data Mining
Development Applications
1 13 (25.00%) Jenkins
2 10 (19.23%) Git (software)
3 7 (13.46%) NUnit
4 2 (3.85%) Subversion
4 2 (3.85%) Valgrind
5 1 (1.92%) JUnit
General
1 17 (32.69%) Finance
2 9 (17.31%) Banking
3 4 (7.69%) Marketing
4 2 (3.85%) Advertising
4 2 (3.85%) Games
Job Titles
1 30 (57.69%) Developer
2 22 (42.31%) Senior Developer
3 13 (25.00%) Data Warehouse Developer
4 12 (23.08%) Senior Data Warehouse Developer
5 9 (17.31%) Software Engineer
6 8 (15.38%) DevOps Engineer
7 7 (13.46%) Embedded Engineer
7 7 (13.46%) Embedded Software Engineer
7 7 (13.46%) Senior Software Developer
7 7 (13.46%) Software Developer
7 7 (13.46%) SSIS Developer
8 6 (11.54%) C# Developer
8 6 (11.54%) Cloud Engineer
8 6 (11.54%) DevOps Systems Engineer
8 6 (11.54%) Systems Engineer
9 3 (5.77%) Agile Developer
9 3 (5.77%) Data Engineer
9 3 (5.77%) Oracle Data Warehouse Developer
9 3 (5.77%) Oracle Developer
9 3 (5.77%) Senior Agile Developer
Libraries, Frameworks & Software Standards
1 13 (25.00%) .NET
1 13 (25.00%) Entity Framework
2 12 (23.08%) .NET Framework
3 7 (13.46%) Code First Entity Framework
3 7 (13.46%) LINQ
3 7 (13.46%) LINQ to SQL
4 6 (11.54%) LAMP
4 6 (11.54%) LEMP Stack
4 6 (11.54%) NHibernate
4 6 (11.54%) OpenVZ
4 6 (11.54%) RESTful
5 4 (7.69%) AngularJS
6 3 (5.77%) D3.js
6 3 (5.77%) Java EE
6 3 (5.77%) Kafka
7 2 (3.85%) Boost C++ Libraries
7 2 (3.85%) JMS
7 2 (3.85%) REST
8 1 (1.92%) KnockoutJS
8 1 (1.92%) TensorFlow
Miscellaneous
1 14 (26.92%) Computer Science
2 5 (9.62%) Enterprise Software
3 3 (5.77%) Algorithms
3 3 (5.77%) Management Information System
4 2 (3.85%) Analytical Skills
4 2 (3.85%) Online Games
5 1 (1.92%) CUDA
5 1 (1.92%) Data Structures
5 1 (1.92%) Greenfield Project
5 1 (1.92%) Grid Computing
Operating Systems
1 11 (21.15%) Linux
2 4 (7.69%) Windows
3 2 (3.85%) CentOS
3 2 (3.85%) Red Hat Enterprise Linux
Processes & Methodologies
1 21 (40.38%) Agile Software Development
2 20 (38.46%) OO
3 16 (30.77%) Software Engineering
4 13 (25.00%) Data Modelling
4 13 (25.00%) DevOps
4 13 (25.00%) ETL
4 13 (25.00%) OOA/OOD
4 13 (25.00%) Physical Data Model
5 9 (17.31%) Mentoring
5 9 (17.31%) Waterfall
6 8 (15.38%) Analytics
6 8 (15.38%) Mathematics
6 8 (15.38%) Multithreading
7 7 (13.46%) Embedded Software Development
7 7 (13.46%) Migration
7 7 (13.46%) TDD
7 7 (13.46%) Unit Testing
8 6 (11.54%) Dependency Injection
8 6 (11.54%) High Availability
8 6 (11.54%) Open Source
Programming Languages
1 31 (59.62%) SQL
2 23 (44.23%) Python
3 19 (36.54%) Shell Script
4 15 (28.85%) C#
5 13 (25.00%) PL/SQL
6 12 (23.08%) C++
7 11 (21.15%) Java
8 9 (17.31%) C
8 9 (17.31%) PHP
8 9 (17.31%) Scala
9 8 (15.38%) JavaScript
9 8 (15.38%) MATLAB
9 8 (15.38%) R
10 7 (13.46%) Perl
11 6 (11.54%) Ruby
11 6 (11.54%) T-SQL
12 4 (7.69%) Bash Shell
13 3 (5.77%) Embedded C
14 2 (3.85%) PowerShell
15 1 (1.92%) F#
Qualifications
1 13 (25.00%) Degree
2 4 (7.69%) Computer Science Degree
3 2 (3.85%) Postgraduate
Quality Assurance & Compliance
1 3 (5.77%) Data Quality
System Software
1 8 (15.38%) Docker
2 5 (9.62%) Virtual Machines
Systems Management
1 8 (15.38%) Opscode Chef
1 8 (15.38%) Puppet
2 7 (13.46%) Tivoli
3 6 (11.54%) Ansible
4 2 (3.85%) Rundeck
4 2 (3.85%) Salt
Vendors
1 18 (34.62%) Teradata
2 17 (32.69%) Oracle
3 7 (13.46%) SaltStack
4 6 (11.54%) Google
5 3 (5.77%) Netezza
5 3 (5.77%) Vertica
5 3 (5.77%) VocaLink
6 2 (3.85%) Yahoo!
7 1 (1.92%) Microsoft
Bristol, Avon
Randstad Technologies
Salary: £65000.00 per annum
Posted: Yesterday
London
CPS Group Limited
Salary: £50000 - £65000 per annum + Additional benefits
Posted: 16 days ago