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 27 March 2017 with a comparison to the same period in the previous 2 years.

Big Data
South West / Gloucestershire
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 40 45 97
Rank change year-on-year +5 +52  
Permanent jobs citing Big Data 60 58 8
As % of all permanent IT jobs advertised in Gloucestershire 7.21% 5.46% 0.77%
As % of the Database & Business Intelligence category 20.83% 19.53% 2.32%
Number of salaries quoted 47 39 1
Median salary £52,500 £54,000 £55,000
Median salary % change year-on-year -2.77% -1.81%  
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

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 288 297 345
As % of all permanent IT job vacancies advertised in Gloucestershire 34.62% 27.97% 33.40%
Number of salaries quoted 242 222 272
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88%  
90% offered a salary of more than £31,000 £30,000 £30,375
10% offered a salary of more than £68,000 £62,500 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Gloucestershire

The job posting trend of jobs advertised in Gloucestershire citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 27 March 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 27 March 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 -16 12 £55,000 - 2
Gloucester -1 7 £54,000 -5.26% 1
Cirencester - 1 £40,000 - 1
Tewkesbury - 1 £45,000 -
Big Data
South West

Big Data
Top 30 Co-occurring IT Skills in Gloucestershire

For the 6 months to 27 March 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.

1 118 (86.76%) Security Cleared
2 96 (70.59%) Java
3 92 (67.65%) Software Engineering
4 84 (61.76%) Agile Software Development
5 83 (61.03%) Cybersecurity
6 81 (59.56%) DV Cleared
7 78 (57.35%) C++
8 72 (52.94%) C
9 60 (44.12%) C#
10 59 (43.38%) Hadoop
11 57 (41.91%) JavaScript
12 56 (41.18%) Python
13 40 (29.41%) Java EE
14 38 (27.94%) Apache Hive
15 36 (26.47%) Reverse Engineering
15 36 (26.47%) Apache Pig
15 36 (26.47%) Degree
16 35 (25.74%) Spring
16 35 (25.74%) Hibernate
16 35 (25.74%) HTML
17 34 (25.00%) Linux
17 34 (25.00%) Android
17 34 (25.00%) MongoDB
18 32 (23.53%) J2EE
18 32 (23.53%) SQL
18 32 (23.53%) WebLogic
18 32 (23.53%) Objective-C
19 31 (22.79%) MODAF
20 28 (20.59%) MySQL
20 28 (20.59%) Visualisation

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 36 (26.47%) Apache Pig
2 32 (23.53%) WebLogic
3 25 (18.38%) Elasticsearch
4 18 (13.24%) Apache Spark
5 9 (6.62%) JBoss
6 8 (5.88%) WebSphere
7 5 (3.68%) Apache
8 2 (1.47%) Alfresco
8 2 (1.47%) Confluence
8 2 (1.47%) Documentum
8 2 (1.47%) Oracle SOA Suite
8 2 (1.47%) SharePoint
9 1 (0.74%) Tomcat
Cloud Services
1 5 (3.68%) Amazon AWS
1 5 (3.68%) Amazon S3
2 4 (2.94%) GitHub
3 1 (0.74%) SaaS
Communications & Networking
1 24 (17.65%) Internet
2 12 (8.82%) SSL
3 10 (7.35%) HTTP
3 10 (7.35%) TCP/IP
4 9 (6.62%) Firewall
5 6 (4.41%) HTTPS
6 5 (3.68%) LAN
6 5 (3.68%) WAN
7 2 (1.47%) Network Security
Database & Business Intelligence
1 59 (43.38%) Hadoop
2 38 (27.94%) Apache Hive
3 34 (25.00%) MongoDB
4 28 (20.59%) MySQL
5 18 (13.24%) Data Mining
6 13 (9.56%) NoSQL
7 9 (6.62%) OrientDB
7 9 (6.62%) RDBMS
7 9 (6.62%) Relational Database
8 5 (3.68%) SQL Server
9 4 (2.94%) Apache Cassandra
10 2 (1.47%) EDRMS
10 2 (1.47%) GIS
10 2 (1.47%) Oracle Reports
11 1 (0.74%) Apache Accumulo
11 1 (0.74%) Blockchain
11 1 (0.74%) Neo4j
Development Applications
1 9 (6.62%) Git (software)
2 8 (5.88%) JIRA
3 4 (2.94%) Atlassian Bamboo
3 4 (2.94%) Bitbucket
3 4 (2.94%) CodeSonar
3 4 (2.94%) git-flow
3 4 (2.94%) JUnit
3 4 (2.94%) Robot Framework
3 4 (2.94%) Selenium
4 3 (2.21%) Mercurial
4 3 (2.21%) Subversion
5 1 (0.74%) Hudson
5 1 (0.74%) Jenkins
General
1 22 (16.18%) Games
2 20 (14.71%) Local Government
3 9 (6.62%) Marketing
4 8 (5.88%) Finance
5 7 (5.15%) Telecoms
6 2 (1.47%) Legal
7 1 (0.74%) Advertising
7 1 (0.74%) Electronics
7 1 (0.74%) Manufacturing
Job Titles
1 55 (40.44%) Software Engineer
2 29 (21.32%) Developer
3 27 (19.85%) Java Engineer
3 27 (19.85%) Java Software Engineer
4 24 (17.65%) Consultant
5 16 (11.76%) C# Software Engineer
5 16 (11.76%) C++ Software Engineer
5 16 (11.76%) Systems Engineer
6 11 (8.09%) Architect
6 11 (8.09%) Software Consultant
6 11 (8.09%) Software Developer
7 10 (7.35%) C# Developer
7 10 (7.35%) Developer/Software Engineer
8 8 (5.88%) Big Data Engineer
8 8 (5.88%) Data Engineer
9 7 (5.15%) Java Consultant
9 7 (5.15%) Java Developer
9 7 (5.15%) Python Software Engineer
10 6 (4.41%) Enterprise Architect
10 6 (4.41%) Senior Systems Engineer
Libraries, Frameworks & Software Standards
1 40 (29.41%) Java EE
2 35 (25.74%) Hibernate
2 35 (25.74%) HTML
2 35 (25.74%) Spring
3 32 (23.53%) J2EE
4 27 (19.85%) CSS
5 25 (18.38%) STL
6 24 (17.65%) EJB
7 23 (16.91%) HTML5
8 20 (14.71%) CSS3
9 17 (12.50%) Node.js
10 16 (11.76%) jQuery
11 15 (11.03%) LAMP
12 13 (9.56%) REST
13 12 (8.82%) AngularJS
14 10 (7.35%) Apache Camel
15 9 (6.62%) Middleware
15 9 (6.62%) Web Services
16 8 (5.88%) Java SE
16 8 (5.88%) XML
Miscellaneous
1 18 (13.24%) Algorithms
1 18 (13.24%) Internet of Things
2 15 (11.03%) Management Information System
3 14 (10.29%) Analytical Skills
4 11 (8.09%) Cybercrime
5 10 (7.35%) PKI
6 9 (6.62%) Cyber Defence
7 8 (5.88%) Computer Science
8 7 (5.15%) iPhone
9 2 (1.47%) Cyberthreat
9 2 (1.47%) Mobile App
9 2 (1.47%) Social Media
9 2 (1.47%) Wiki
10 1 (0.74%) Bitcoin
10 1 (0.74%) Cyber Attack
10 1 (0.74%) User Experience
Operating Systems
1 34 (25.00%) Android
1 34 (25.00%) Linux
2 25 (18.38%) Apple iOS
3 15 (11.03%) Windows
4 9 (6.62%) Unix
5 8 (5.88%) AIX
6 7 (5.15%) Windows Phone
7 4 (2.94%) Mac OS X
8 1 (0.74%) Oracle Linux
Processes & Methodologies
1 92 (67.65%) Software Engineering
2 84 (61.76%) Agile Software Development
3 83 (61.03%) Cybersecurity
4 36 (26.47%) Reverse Engineering
5 31 (22.79%) MODAF
6 28 (20.59%) Mobile Development
6 28 (20.59%) Visualisation
7 27 (19.85%) User Stories
8 26 (19.12%) TOGAF
9 25 (18.38%) Multithreading
9 25 (18.38%) Penetration Testing
10 24 (17.65%) Test Strategy
11 22 (16.18%) Coaching
11 22 (16.18%) Mentoring
11 22 (16.18%) Stakeholder Engagement
12 21 (15.44%) IT Strategy
13 19 (13.97%) Ethical Hacking
14 17 (12.50%) Analytics
15 16 (11.76%) ITIL
16 15 (11.03%) Scrum
Programming Languages
1 96 (70.59%) Java
2 78 (57.35%) C++
3 72 (52.94%) C
4 60 (44.12%) C#
5 57 (41.91%) JavaScript
6 56 (41.18%) Python
7 32 (23.53%) Objective-C
7 32 (23.53%) SQL
8 11 (8.09%) Perl
9 10 (7.35%) Ruby
10 7 (5.15%) Bash Shell
10 7 (5.15%) PHP
10 7 (5.15%) Scala
11 4 (2.94%) Embedded C
11 4 (2.94%) PowerShell
12 2 (1.47%) MATLAB
13 1 (0.74%) PL/SQL
13 1 (0.74%) R
13 1 (0.74%) TypeScript
Qualifications
1 118 (86.76%) Security Cleared
2 81 (59.56%) DV Cleared
3 36 (26.47%) Degree
4 17 (12.50%) SC Cleared
5 8 (5.88%) CCNA
5 8 (5.88%) Cisco Certification
5 8 (5.88%) CISSP
5 8 (5.88%) GIAC
5 8 (5.88%) Linux+ Certification
5 8 (5.88%) MCSE
5 8 (5.88%) Microsoft Certification
5 8 (5.88%) Network+ Certification
5 8 (5.88%) SANS
5 8 (5.88%) SSCP
6 4 (2.94%) CompTIA Security+
6 4 (2.94%) Security+ Certification
7 2 (1.47%) PhD
Quality Assurance & Compliance
1 6 (4.41%) COBIT
System Software
1 9 (6.62%) Hyper-V
1 9 (6.62%) VMware Infrastructure
2 4 (2.94%) Docker
2 4 (2.94%) vSphere
3 2 (1.47%) Apache ZooKeeper
Systems Management
1 5 (3.68%) Puppet
2 4 (2.94%) Salt
3 2 (1.47%) Hadoop YARN
4 1 (0.74%) Opscode Chef
Vendors
1 26 (19.12%) Oracle
2 9 (6.62%) VMware
3 6 (4.41%) Cisco
4 5 (3.68%) Atlassian
5 4 (2.94%) Microsoft
6 3 (2.21%) IBM
7 2 (1.47%) ESRI
7 2 (1.47%) OpenText
8 1 (0.74%) Adobe
8 1 (0.74%) Apteco
8 1 (0.74%) Cloudera
8 1 (0.74%) Hortonworks
8 1 (0.74%) MapR
8 1 (0.74%) Red Hat
8 1 (0.74%) Salesforce.com
8 1 (0.74%) Tableau
8 1 (0.74%) Zend
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 60,000 plsu benefits
Posted: 3 days ago
Dursley, Gloucestershire
Claremont Consulting Ltd
Salary: From £36,000 to £45,000 per annum
Posted: 3 days ago
Gloucester, Gloucestershire
Proactive Appointments
Salary: £36000 - £45000 per annum + Brilliant Benefits
Posted: 4 days ago
Stroud, Gloucestershire
Experis Ltd
Posted: 4 days ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 6 days ago
Cirencester, Gloucestershire
Bristol DT
Salary: £35000.00 - £45000.00 per annum
Posted: 24 days ago