The table below looks at the statistics for Big Data skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 36 52 102
Rank change year-on-year
+16 +50
Permanent jobs citing Big Data 85 43 4
As % of all permanent IT jobs located in Gloucestershire 7.27% 4.41% 0.35%
As % of the Database & Business Intelligence category 24.29% 13.96% 1.08%
Number of salaries quoted 60 28 4
Median salary £55,000 £67,500 £56,250
Median salary % change year-on-year
-18.51% +20.00%
90% offered a salary of more than £40,000 £46,150 £44,500
10% offered a salary of more than £65,000 £75,000 £59,250
UK excluding London median salary £52,500 £50,000 £47,500
% change year-on-year
+5.00% +5.26%
Big Data
South West

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Gloucestershire region.

Database & Business Intelligence Category
Gloucestershire
Permanent IT job ads with a match in the
Database & Business Intelligence category
350 308 369
As % of all permanent IT jobs located in Gloucestershire 29.94% 31.59% 32.09%
Number of salaries quoted 295 249 323
Median salary £50,000 £40,000 £40,000
Median salary % change year-on-year
+25.00% -
90% offered a salary of more than £35,000 £26,500 £28,500
10% offered a salary of more than £65,000 £52,500 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Big Data
Jobs Demand Trend in Gloucestershire

The demand trend of job ads across the Gloucestershire region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend 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 across the Gloucestershire region.

Big Data Salary Trend in Gloucestershire

Big Data
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing Big Data across the Gloucestershire region over the 3 months to 9 December 2016.

Big Data Salary Histogram 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 9 December 2016. 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
(Click see detailed
statistics and trends)
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 +4 39 £55,000 -21.42% 2
Gloucester -3 6 £54,000 - 3
Tewkesbury - 2 £65,000 - 1
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 9 December 2016, 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.

1 150 (87.21%) Security Cleared
2 139 (80.81%) Java
3 122 (70.93%) Software Engineering
4 115 (66.86%) C++
5 110 (63.95%) Cybersecurity
6 106 (61.63%) Agile Software Development
7 103 (59.88%) DV Cleared
8 86 (50.00%) Python
9 84 (48.84%) JavaScript
10 83 (48.26%) C#
11 82 (47.67%) C
12 79 (45.93%) Linux
12 79 (45.93%) Hadoop
13 69 (40.12%) Java EE
14 67 (38.95%) Spring
14 67 (38.95%) Android
15 66 (38.37%) Hibernate
16 62 (36.05%) Visualisation
17 57 (33.14%) Reverse Engineering
17 57 (33.14%) Apache Hive
17 57 (33.14%) Mobile Development
18 56 (32.56%) Apache Pig
19 55 (31.98%) Objective-C
19 55 (31.98%) SQL
20 54 (31.40%) HTML
21 51 (29.65%) MongoDB
22 50 (29.07%) MySQL
23 46 (26.74%) Oracle
23 46 (26.74%) Scrum
24 45 (26.16%) J2EE

Big Data
Top Related 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 56 (32.56%) Apache Pig
2 43 (25.00%) WebLogic
3 41 (23.84%) Elasticsearch
4 27 (15.70%) Apache Spark
5 10 (5.81%) JBoss
6 8 (4.65%) Apache
6 8 (4.65%) WebSphere
7 4 (2.33%) Confluence
7 4 (2.33%) Oracle SOA Suite
8 2 (1.16%) Alfresco
8 2 (1.16%) Documentum
8 2 (1.16%) SharePoint
9 1 (0.58%) SAS
9 1 (0.58%) Tomcat
Applications
1 2 (1.16%) MS Excel
Cloud Services
1 3 (1.74%) SaaS
2 2 (1.16%) Amazon AWS
2 2 (1.16%) Amazon S3
2 2 (1.16%) GitHub
2 2 (1.16%) iPaaS
2 2 (1.16%) Microsoft Azure
2 2 (1.16%) PaaS
3 1 (0.58%) Cloud Computing
Communications & Networking
1 25 (14.53%) SSL
2 23 (13.37%) TCP/IP
3 22 (12.79%) HTTP
4 21 (12.21%) Firewall
5 15 (8.72%) HTTPS
6 7 (4.07%) LAN
6 7 (4.07%) WAN
7 5 (2.91%) Internet
8 4 (2.33%) 4G
8 4 (2.33%) PSTN
8 4 (2.33%) Wi-Fi
9 3 (1.74%) Network Security
10 1 (0.58%) DNS
Database & Business Intelligence
1 79 (45.93%) Hadoop
2 57 (33.14%) Apache Hive
3 51 (29.65%) MongoDB
4 50 (29.07%) MySQL
5 29 (16.86%) Relational Database
6 26 (15.12%) RDBMS
7 21 (12.21%) Data Mining
8 15 (8.72%) NoSQL
9 13 (7.56%) OrientDB
10 9 (5.23%) SQL Server
11 6 (3.49%) Apache Accumulo
12 5 (2.91%) Neo4j
13 2 (1.16%) Apache Cassandra
13 2 (1.16%) Data Lake
13 2 (1.16%) EDRMS
13 2 (1.16%) GIS
13 2 (1.16%) Oracle Database
13 2 (1.16%) Oracle Database 11g
13 2 (1.16%) Oracle Reports
14 1 (0.58%) SQL Server Analysis Services
Development Applications
1 14 (8.14%) JIRA
2 12 (6.98%) Git (software)
3 9 (5.23%) Atlassian Bamboo
3 9 (5.23%) Bitbucket
3 9 (5.23%) Selenium
4 8 (4.65%) CodeSonar
4 8 (4.65%) git-flow
4 8 (4.65%) Robot Framework
5 3 (1.74%) Jenkins
5 3 (1.74%) JUnit
6 1 (0.58%) EasyMock
6 1 (0.58%) Hudson
6 1 (0.58%) LoadRunner
6 1 (0.58%) Mercurial
6 1 (0.58%) RSpec
6 1 (0.58%) Subversion
General
1 29 (16.86%) Games
2 16 (9.30%) Telecoms
3 9 (5.23%) Finance
4 3 (1.74%) Manufacturing
5 1 (0.58%) Advertising
5 1 (0.58%) Local Government
5 1 (0.58%) Marketing
5 1 (0.58%) Retail
Job Titles
1 82 (47.67%) Software Engineer
2 33 (19.19%) Java Engineer
2 33 (19.19%) Java Software Engineer
3 28 (16.28%) Developer
4 24 (13.95%) Consultant
5 22 (12.79%) C# Software Engineer
5 22 (12.79%) C++ Software Engineer
6 19 (11.05%) Systems Engineer
7 16 (9.30%) Technical Consultant
8 14 (8.14%) Big Data Engineer
9 13 (7.56%) Data Engineer
9 13 (7.56%) Python Software Engineer
10 12 (6.98%) Lead Software Engineer
10 12 (6.98%) Software Developer
11 10 (5.81%) Architect
11 10 (5.81%) C# Developer
12 9 (5.23%) J2EE Software Engineer
12 9 (5.23%) Java J2EE Software Engineer
13 8 (4.65%) DV Cleared Technical Consultant
13 8 (4.65%) SC Cleared Technical Consultant
Libraries, Frameworks & Software Standards
1 69 (40.12%) Java EE
2 67 (38.95%) Spring
3 66 (38.37%) Hibernate
4 54 (31.40%) HTML
5 45 (26.16%) J2EE
6 39 (22.67%) STL
7 38 (22.09%) LAMP
8 37 (21.51%) CSS
8 37 (21.51%) EJB
9 36 (20.93%) HTML5
9 36 (20.93%) Node.js
10 35 (20.35%) CSS3
11 30 (17.44%) jQuery
12 29 (16.86%) Apache Camel
13 27 (15.70%) AngularJS
14 26 (15.12%) Middleware
15 20 (11.63%) XML
16 12 (6.98%) .NET
16 12 (6.98%) REST
17 11 (6.40%) Web Services
Miscellaneous
1 62 (36.05%) Visualisation
2 29 (16.86%) Cybercrime
2 29 (16.86%) PKI
3 26 (15.12%) iPhone
4 23 (13.37%) Analytical Skills
5 21 (12.21%) Algorithms
6 10 (5.81%) Cyberthreat
7 6 (3.49%) User Experience
8 4 (2.33%) Internet of Things
8 4 (2.33%) Wiki
9 3 (1.74%) Computer Science
9 3 (1.74%) Management Information System
9 3 (1.74%) Mathematics
10 2 (1.16%) Mobile App
10 2 (1.16%) Physics
10 2 (1.16%) Social Media
10 2 (1.16%) Statistics
11 1 (0.58%) Cyber Attack
11 1 (0.58%) Data Integration
11 1 (0.58%) Virtual Team
Operating Systems
1 79 (45.93%) Linux
2 67 (38.95%) Android
3 42 (24.42%) Windows
4 39 (22.67%) Apple iOS
5 24 (13.95%) Windows Phone
6 11 (6.40%) Unix
7 8 (4.65%) AIX
7 8 (4.65%) Mac OS X
Processes & Methodologies
1 122 (70.93%) Software Engineering
2 110 (63.95%) Cybersecurity
3 106 (61.63%) Agile Software Development
4 57 (33.14%) Mobile Development
4 57 (33.14%) Reverse Engineering
5 46 (26.74%) Scrum
6 42 (24.42%) User Stories
7 39 (22.67%) Multithreading
8 36 (20.93%) Analytics
9 33 (19.19%) Data Analytics
10 32 (18.60%) Ethical Hacking
11 31 (18.02%) DevOps
12 29 (16.86%) Coaching
12 29 (16.86%) Mentoring
12 29 (16.86%) Penetration Testing
13 26 (15.12%) Android Development
13 26 (15.12%) iOS Development
14 23 (13.37%) Time Management
15 20 (11.63%) Continuous Integration
15 20 (11.63%) TOGAF
Programming Languages
1 139 (80.81%) Java
2 115 (66.86%) C++
3 86 (50.00%) Python
4 84 (48.84%) JavaScript
5 83 (48.26%) C#
6 82 (47.67%) C
7 55 (31.98%) Objective-C
7 55 (31.98%) SQL
8 32 (18.60%) Perl
9 30 (17.44%) Ruby
10 13 (7.56%) Bash Shell
11 10 (5.81%) PHP
12 9 (5.23%) Embedded C
13 8 (4.65%) PowerShell
14 5 (2.91%) Scala
15 3 (1.74%) PL/SQL
16 2 (1.16%) R
16 2 (1.16%) Shell Script
17 1 (0.58%) VB
Qualifications
1 150 (87.21%) Security Cleared
2 103 (59.88%) DV Cleared
3 44 (25.58%) SC Cleared
4 35 (20.35%) Degree
5 20 (11.63%) CCNA
5 20 (11.63%) Cisco Certification
5 20 (11.63%) CISSP
5 20 (11.63%) GIAC
5 20 (11.63%) Linux+ Certification
5 20 (11.63%) MCSE
5 20 (11.63%) Microsoft Certification
5 20 (11.63%) Network+ Certification
5 20 (11.63%) SANS
5 20 (11.63%) SSCP
6 9 (5.23%) CompTIA Security+
6 9 (5.23%) Security+ Certification
7 1 (0.58%) ISEB
System Software
1 26 (15.12%) Hyper-V
1 26 (15.12%) VMware Infrastructure
2 8 (4.65%) Docker
2 8 (4.65%) vSphere
3 3 (1.74%) Apache ZooKeeper
Systems Management
1 9 (5.23%) Puppet
2 8 (4.65%) Salt
3 3 (1.74%) Hadoop YARN
4 2 (1.16%) Opscode Chef
Vendors
1 46 (26.74%) Oracle
2 26 (15.12%) VMware
3 14 (8.14%) Cisco
4 11 (6.40%) Atlassian
4 11 (6.40%) Microsoft
5 3 (1.74%) Hortonworks
6 2 (1.16%) ESRI
6 2 (1.16%) IBM
6 2 (1.16%) OpenText
7 1 (0.58%) Cloudera
7 1 (0.58%) MapR
7 1 (0.58%) Red Hat
7 1 (0.58%) Tableau
7 1 (0.58%) TIBCO
7 1 (0.58%) Zend
Gloucestershire
Informatiq Consulting
Salary: £30000 - £60000 per annum + Benefits
Posted: Yesterday
Tewkesbury, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 35,000 plus benefits
Posted: 2 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: Yesterday
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 3 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 2 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 18 days ago