The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
South West > Gloucestershire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 58 23 75
Rank change year-on-year -35 +52  
Permanent jobs citing Big Data 46 92 24
As % of all permanent IT jobs advertised in Gloucestershire 4.97% 9.39% 2.30%
As % of the Database & Business Intelligence category 14.15% 27.06% 6.45%
Number of salaries quoted 41 63 24
Gloucestershire median annual salary £45,000 £54,000 £56,250
Median salary % change year-on-year -16.66% -4.00%  
10th Percentile £31,250 £37,500 £27,375
90th Percentile £71,250 £77,250 £90,000
South West median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Gloucestershire
Permanent job vacancies with a requirement for database and business intelligence skills 325 340 372
As % of all permanent IT job vacancies advertised in Gloucestershire 35.10% 34.69% 35.67%
Number of salaries quoted 594 617 647
Gloucestershire median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
10th Percentile £28,750 £27,500 £27,500
90th Percentile £63,200 £62,500 £67,000
South West median annual salary £40,000 £40,000 £39,000
% change year-on-year - +2.56%  

Big Data
Job Vacancy Trend in Gloucestershire

Job postings citing Big Data as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Big Data in Gloucestershire

Big Data
Salary Trend in Gloucestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in Gloucestershire.

Salary trend for Big Data in Gloucestershire

Big Data
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Big Data in Gloucestershire over the 3 months to 29 June 2017.

Salary histogram for Big Data in Gloucestershire

Big Data
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Gloucestershire region over the 3 months to 29 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
Cheltenham -13 13 £47,500 -5.00% 3
Gloucester -6 7 £55,000 -18.51% 1
Stroud - 6 £50,000 -
Tewkesbury - 2 £32,000 -
Big Data
South West

For the 6 months to 29 June 2017, IT jobs citing Big Data 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 Gloucestershire region with a requirement for Big Data.

1 72 (67.92%) Security Cleared
2 71 (66.98%) Agile Software Development
3 61 (57.55%) Java
4 60 (56.60%) Software Engineering
5 57 (53.77%) DV Cleared
6 47 (44.34%) Python
7 45 (42.45%) C
7 45 (42.45%) Hadoop
8 43 (40.57%) C++
9 39 (36.79%) Cybersecurity
10 35 (33.02%) C#
11 31 (29.25%) JavaScript
12 26 (24.53%) MODAF
12 26 (24.53%) Stakeholder Engagement
13 24 (22.64%) Internet
13 24 (22.64%) SQL
14 23 (21.70%) Local Government
14 23 (21.70%) Degree
14 23 (21.70%) IT Strategy
15 22 (20.75%) HTML
16 21 (19.81%) TOGAF
16 21 (19.81%) MongoDB
17 20 (18.87%) Java EE
18 19 (17.92%) ITIL
19 18 (16.98%) Apache Hive
19 18 (16.98%) Internet of Things
20 17 (16.04%) Test Strategy
20 17 (16.04%) CSS
20 17 (16.04%) Oracle
21 16 (15.09%) Project Management

Big Data
Co-occurring IT Skills in Gloucestershire 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 16 (15.09%) Elasticsearch
2 12 (11.32%) Apache Spark
3 10 (9.43%) Apache Pig
3 10 (9.43%) WebLogic
4 6 (5.66%) Apache
5 4 (3.77%) JBoss
6 2 (1.89%) Confluence
6 2 (1.89%) Tomcat
6 2 (1.89%) WebSphere
Cloud Services
1 5 (4.72%) Amazon AWS
2 4 (3.77%) Amazon S3
3 2 (1.89%) GitHub
4 1 (0.94%) Cloud Computing
4 1 (0.94%) Google Cloud Platform
Communications & Networking
1 24 (22.64%) Internet
2 3 (2.83%) Ethernet
2 3 (2.83%) Wireless
2 3 (2.83%) ZigBee
3 1 (0.94%) Firewall
3 1 (0.94%) TCP/IP
Database & Business Intelligence
1 45 (42.45%) Hadoop
2 21 (19.81%) MongoDB
3 18 (16.98%) Apache Hive
4 10 (9.43%) Apache Cassandra
4 10 (9.43%) NoSQL
5 9 (8.49%) MySQL
6 5 (4.72%) Data Mining
7 4 (3.77%) SQL Server
8 2 (1.89%) OrientDB
9 1 (0.94%) Apache Accumulo
9 1 (0.94%) Blockchain
9 1 (0.94%) EDRMS
9 1 (0.94%) HBase
9 1 (0.94%) Oracle Database
9 1 (0.94%) Redis
Development Applications
1 9 (8.49%) Git (software)
2 5 (4.72%) EasyMock
3 4 (3.77%) Jenkins
3 4 (3.77%) JIRA
3 4 (3.77%) JUnit
4 2 (1.89%) Hudson
4 2 (1.89%) Selenium
5 1 (0.94%) LoadRunner
5 1 (0.94%) Mercurial
5 1 (0.94%) RSpec
5 1 (0.94%) Subversion
General
1 23 (21.70%) Local Government
2 10 (9.43%) Marketing
3 8 (7.55%) Electronics
3 8 (7.55%) Games
4 3 (2.83%) Finance
4 3 (2.83%) Legal
5 2 (1.89%) Aerospace
Job Titles
1 43 (40.57%) Software Engineer
2 29 (27.36%) Developer
3 20 (18.87%) Java Engineer
3 20 (18.87%) Java Software Engineer
4 17 (16.04%) Software Developer
5 14 (13.21%) Developer/Software Engineer
6 12 (11.32%) Consultant
6 12 (11.32%) Java Developer
7 11 (10.38%) Systems Engineer
8 10 (9.43%) Architect
8 10 (9.43%) C# Software Engineer
8 10 (9.43%) Java Software Developer
9 9 (8.49%) Enterprise Architect
10 8 (7.55%) Big Data Engineer
11 7 (6.60%) C++ Software Engineer
11 7 (6.60%) Information Systems Engineer
11 7 (6.60%) Principal Architect
11 7 (6.60%) Principal Enterprise Architect
11 7 (6.60%) Senior Architect
11 7 (6.60%) Senior Enterprise Architect
Libraries, Frameworks & Software Standards
1 22 (20.75%) HTML
2 20 (18.87%) Java EE
3 17 (16.04%) CSS
4 16 (15.09%) Hibernate
4 16 (15.09%) Spring
5 13 (12.26%) Node.js
6 11 (10.38%) AngularJS
7 10 (9.43%) J2EE
8 9 (8.49%) React
8 9 (8.49%) STL
9 8 (7.55%) EJB
9 8 (7.55%) jQuery
9 8 (7.55%) REST
10 7 (6.60%) HTML5
11 6 (5.66%) CSS3
12 5 (4.72%) Backbone.js
13 3 (2.83%) Kafka
14 2 (1.89%) .NET
14 2 (1.89%) JSON
14 2 (1.89%) Web Services
Miscellaneous
1 18 (16.98%) Internet of Things
2 11 (10.38%) Management Information System
3 6 (5.66%) Algorithms
3 6 (5.66%) Computer Science
4 3 (2.83%) Analytical Skills
5 2 (1.89%) Cyber Defence
5 2 (1.89%) Cyberthreat
5 2 (1.89%) User Experience
5 2 (1.89%) Virtual Team
6 1 (0.94%) Bitcoin
Operating Systems
1 10 (9.43%) Linux
2 8 (7.55%) Android
2 8 (7.55%) Apple iOS
3 6 (5.66%) Unix
4 2 (1.89%) AIX
5 1 (0.94%) Oracle Linux
5 1 (0.94%) Windows
Processes & Methodologies
1 71 (66.98%) Agile Software Development
2 60 (56.60%) Software Engineering
3 39 (36.79%) Cybersecurity
4 26 (24.53%) MODAF
4 26 (24.53%) Stakeholder Engagement
5 23 (21.70%) IT Strategy
6 21 (19.81%) TOGAF
7 19 (17.92%) ITIL
8 17 (16.04%) Test Strategy
9 16 (15.09%) Project Management
10 15 (14.15%) System Integration Testing
11 14 (13.21%) Machine Learning
12 13 (12.26%) Business Analysis
12 13 (12.26%) Continuous Integration
13 11 (10.38%) Business Development
13 11 (10.38%) Line Management
13 11 (10.38%) Mentoring
13 11 (10.38%) TDD
14 10 (9.43%) DevOps
14 10 (9.43%) Target Operating Model
Programming Languages
1 61 (57.55%) Java
2 47 (44.34%) Python
3 45 (42.45%) C
4 43 (40.57%) C++
5 35 (33.02%) C#
6 31 (29.25%) JavaScript
7 24 (22.64%) SQL
8 8 (7.55%) Objective-C
9 6 (5.66%) Scala
10 4 (3.77%) Perl
11 3 (2.83%) Bash Shell
11 3 (2.83%) MATLAB
12 2 (1.89%) PL/SQL
12 2 (1.89%) TypeScript
13 1 (0.94%) Go
13 1 (0.94%) PHP
13 1 (0.94%) Shell Script
13 1 (0.94%) VB
Qualifications
1 72 (67.92%) Security Cleared
2 57 (53.77%) DV Cleared
3 23 (21.70%) Degree
4 4 (3.77%) PhD
5 3 (2.83%) Computer Science Degree
5 3 (2.83%) SC Cleared
6 1 (0.94%) ISEB
Quality Assurance & Compliance
1 10 (9.43%) COBIT
Systems Management
1 2 (1.89%) Opscode Chef
1 2 (1.89%) Puppet
Vendors
1 17 (16.04%) Oracle
2 2 (1.89%) Adobe
2 2 (1.89%) Apteco
2 2 (1.89%) IBM
2 2 (1.89%) Red Hat
2 2 (1.89%) Salesforce.com
2 2 (1.89%) Tableau
3 1 (0.94%) Atlassian
3 1 (0.94%) Google
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 2 days ago
Cheltenham
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 3 days ago
Cheltenham
Searchability
Salary: £40000 - £60000 per annum
Posted: 7 days ago
Gloucester, Gloucestershire
CGI
Salary: £55000 - £65000 per annum
Posted: 23 days ago