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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 27 78 89
Rank change year-on-year
+51 +11
Permanent jobs citing Big Data 99 21 1
As % of all permanent IT jobs located in Gloucestershire 9.18% 2.14% 0.12%
As % of the Database & Business Intelligence category 29.91% 6.89% 0.35%
Number of salaries quoted 67 12 1
Median salary £55,000 £65,000 £62,500
Median salary % change year-on-year
-15.38% +4.00%
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
331 305 289
As % of all permanent IT jobs located in Gloucestershire 30.68% 31.09% 35.07%
Number of salaries quoted 276 234 237
Median salary £45,000 £45,000 £37,500
Median salary % change year-on-year
- +20.00%
90% offered a salary of more than £30,000 £33,700 £26,000
10% offered a salary of more than £60,000 £45,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 30 August 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 30 August 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 +20 47 £55,000 -15.38% 1
Gloucester +5 10 £55,000 +46.66% 5
Cirencester - 2 £67,500 -
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 30 August 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.

1 144 (76.19%) Java
2 136 (71.96%) Security Cleared
3 120 (63.49%) Cybersecurity
4 107 (56.61%) Agile Software Development
5 97 (51.32%) DV Cleared
6 94 (49.74%) C++
7 93 (49.21%) Hadoop
7 93 (49.21%) Software Engineering
8 90 (47.62%) Python
9 78 (41.27%) JavaScript
10 76 (40.21%) Linux
11 70 (37.04%) SQL
12 69 (36.51%) C
13 65 (34.39%) Visualisation
14 59 (31.22%) Android
14 59 (31.22%) MySQL
14 59 (31.22%) Oracle
15 58 (30.69%) C#
16 53 (28.04%) Windows
17 51 (26.98%) Analytics
18 49 (25.93%) MongoDB
18 49 (25.93%) Data Analytics
19 48 (25.40%) Scrum
19 48 (25.40%) Spring
20 46 (24.34%) Apache Hive
20 46 (24.34%) Apache Spark
21 45 (23.81%) Degree
21 45 (23.81%) Hibernate
22 44 (23.28%) Mobile Development
22 44 (23.28%) Apache Pig

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 46 (24.34%) Apache Spark
2 44 (23.28%) Apache Pig
3 35 (18.52%) Elasticsearch
4 25 (13.23%) WebLogic
5 18 (9.52%) SAS
6 12 (6.35%) JBoss
7 10 (5.29%) Apache
8 7 (3.70%) Tomcat
9 6 (3.17%) Confluence
10 3 (1.59%) WebSphere
Applications
1 6 (3.17%) MS Excel
1 6 (3.17%) MS Office
1 6 (3.17%) MS PowerPoint
1 6 (3.17%) MS Visio
Cloud Services
1 6 (3.17%) Amazon AWS
1 6 (3.17%) Amazon S3
1 6 (3.17%) Cloud Computing
2 3 (1.59%) SaaS
3 2 (1.06%) GitHub
Communications & Networking
1 20 (10.58%) SSL
2 17 (8.99%) Firewall
3 15 (7.94%) Internet
4 14 (7.41%) HTTP
5 11 (5.82%) HTTPS
5 11 (5.82%) TCP/IP
6 10 (5.29%) Network Security
7 6 (3.17%) LAN
7 6 (3.17%) SAN
7 6 (3.17%) WAN
8 4 (2.12%) 4G
8 4 (2.12%) PSTN
8 4 (2.12%) Wi-Fi
Database & Business Intelligence
1 93 (49.21%) Hadoop
2 59 (31.22%) MySQL
3 49 (25.93%) MongoDB
4 46 (24.34%) Apache Hive
5 29 (15.34%) NoSQL
6 23 (12.17%) Apache Accumulo
7 21 (11.11%) Neo4j
7 21 (11.11%) Relational Database
8 20 (10.58%) RDBMS
9 16 (8.47%) Amazon Redshift
9 16 (8.47%) Parquet
9 16 (8.47%) QlikView
10 15 (7.94%) Impala
11 14 (7.41%) Data Mining
11 14 (7.41%) SQL Server
12 10 (5.29%) OrientDB
13 5 (2.65%) Oracle Database
13 5 (2.65%) Oracle Database 11g
14 3 (1.59%) Apache Cassandra
14 3 (1.59%) Data Warehouse
Development Applications
1 14 (7.41%) Git (software)
2 12 (6.35%) JIRA
3 10 (5.29%) Jenkins
4 9 (4.76%) Selenium
5 6 (3.17%) LoadRunner
5 6 (3.17%) RSpec
6 5 (2.65%) JUnit
7 4 (2.12%) Atlassian Bamboo
7 4 (2.12%) Bitbucket
8 3 (1.59%) CodeSonar
8 3 (1.59%) git-flow
8 3 (1.59%) Hudson
8 3 (1.59%) Robot Framework
9 2 (1.06%) Ant
9 2 (1.06%) ClearCase
9 2 (1.06%) Eclipse
10 1 (0.53%) EasyMock
10 1 (0.53%) Rational DOORS
10 1 (0.53%) Visual Studio
General
1 21 (11.11%) Telecoms
2 18 (9.52%) Games
3 10 (5.29%) Finance
4 3 (1.59%) Manufacturing
5 1 (0.53%) Local Government
5 1 (0.53%) Marketing
5 1 (0.53%) Retail
Job Titles
1 55 (29.10%) Software Engineer
2 45 (23.81%) Developer
3 28 (14.81%) Analyst
4 21 (11.11%) Systems Engineer
5 18 (9.52%) Consultant
5 18 (9.52%) Data Scientist
6 17 (8.99%) Java Engineer
6 17 (8.99%) Java Software Engineer
7 15 (7.94%) Analyst Developer
7 15 (7.94%) Data Analyst
8 14 (7.41%) Java Developer
8 14 (7.41%) Software Test Engineer
8 14 (7.41%) Technical Consultant
8 14 (7.41%) Test Engineer
9 13 (6.88%) C# Software Engineer
9 13 (6.88%) C++ Software Engineer
9 13 (6.88%) Software Developer
10 12 (6.35%) Architect
10 12 (6.35%) DV Cleared Technical Consultant
10 12 (6.35%) SC Cleared Technical Consultant
Libraries, Frameworks & Software Standards
1 48 (25.40%) Spring
2 45 (23.81%) Hibernate
3 41 (21.69%) Java EE
4 35 (18.52%) HTML
5 29 (15.34%) XML
6 25 (13.23%) EJB
6 25 (13.23%) J2EE
7 24 (12.70%) LAMP
7 24 (12.70%) Node.js
8 23 (12.17%) CSS
9 22 (11.64%) CSS3
9 22 (11.64%) HTML5
10 21 (11.11%) Apache Camel
10 21 (11.11%) jQuery
11 20 (10.58%) AngularJS
11 20 (10.58%) STL
12 19 (10.05%) Middleware
13 16 (8.47%) JSON
14 15 (7.94%) Spark Streaming
15 11 (5.82%) Kafka
Miscellaneous
1 65 (34.39%) Visualisation
2 32 (16.93%) Analytical Skills
2 32 (16.93%) Cybercrime
3 27 (14.29%) iPhone
4 25 (13.23%) Cyberthreat
5 21 (11.11%) PKI
6 19 (10.05%) Computer Science
7 15 (7.94%) Algorithms
7 15 (7.94%) User Experience
8 13 (6.88%) Management Information System
8 13 (6.88%) Mathematics
9 12 (6.35%) Security Operations Centre
10 11 (5.82%) Internet of Things
11 6 (3.17%) Data Centre
11 6 (3.17%) Mobile App
11 6 (3.17%) Physics
12 4 (2.12%) Wiki
13 2 (1.06%) Artificial Intelligence
13 2 (1.06%) Statistics
13 2 (1.06%) VHDL
Operating Systems
1 76 (40.21%) Linux
2 59 (31.22%) Android
3 53 (28.04%) Windows
4 24 (12.70%) Windows Phone
5 20 (10.58%) Apple iOS
6 11 (5.82%) Unix
7 6 (3.17%) CentOS
7 6 (3.17%) Windows Server
8 5 (2.65%) Mac OS X
9 3 (1.59%) AIX
10 2 (1.06%) Red Hat Enterprise Linux
11 1 (0.53%) Oracle Linux
Processes & Methodologies
1 120 (63.49%) Cybersecurity
2 107 (56.61%) Agile Software Development
3 93 (49.21%) Software Engineering
4 51 (26.98%) Analytics
5 49 (25.93%) Data Analytics
6 48 (25.40%) Scrum
7 44 (23.28%) Mobile Development
8 35 (18.52%) Reverse Engineering
9 32 (16.93%) Big Data Analytics
10 27 (14.29%) Android Development
10 27 (14.29%) Continuous Integration
10 27 (14.29%) iOS Development
11 26 (13.76%) DevOps
12 25 (13.23%) User Stories
13 23 (12.17%) Automated Testing
13 23 (12.17%) Data Management
13 23 (12.17%) Open Source
14 22 (11.64%) Data Acquisition
14 22 (11.64%) Ethical Hacking
15 20 (10.58%) Continuous Improvement
Programming Languages
1 144 (76.19%) Java
2 94 (49.74%) C++
3 90 (47.62%) Python
4 78 (41.27%) JavaScript
5 70 (37.04%) SQL
6 69 (36.51%) C
7 58 (30.69%) C#
8 37 (19.58%) Objective-C
9 29 (15.34%) Perl
10 25 (13.23%) Scala
11 24 (12.70%) Ruby
12 23 (12.17%) Bash Shell
13 16 (8.47%) R
14 9 (4.76%) Shell Script
15 7 (3.70%) PHP
16 6 (3.17%) PL/SQL
16 6 (3.17%) VB
17 4 (2.12%) Embedded C
18 3 (1.59%) PowerShell
19 1 (0.53%) SAS Macro
Qualifications
1 136 (71.96%) Security Cleared
2 97 (51.32%) DV Cleared
3 45 (23.81%) Degree
4 29 (15.34%) SC Cleared
5 11 (5.82%) CCNA
5 11 (5.82%) Cisco Certification
5 11 (5.82%) CISSP
5 11 (5.82%) GIAC
5 11 (5.82%) Linux+ Certification
5 11 (5.82%) MCSE
5 11 (5.82%) Microsoft Certification
5 11 (5.82%) Network+ Certification
5 11 (5.82%) SANS
5 11 (5.82%) SSCP
6 6 (3.17%) ISEB
7 5 (2.65%) CompTIA Security+
7 5 (2.65%) Security+ Certification
Quality Assurance & Compliance
1 6 (3.17%) QA
System Software
1 19 (10.05%) Hyper-V
1 19 (10.05%) VMware Infrastructure
2 6 (3.17%) Apache Flume
2 6 (3.17%) Firmware
3 5 (2.65%) Apache ZooKeeper
4 3 (1.59%) Docker
4 3 (1.59%) vSphere
Systems Management
1 6 (3.17%) FortiGate
1 6 (3.17%) Kibana
1 6 (3.17%) logstash
2 4 (2.12%) Puppet
3 3 (1.59%) Hadoop YARN
3 3 (1.59%) Salt
4 1 (0.53%) Opscode Chef
Vendors
1 59 (31.22%) Oracle
2 23 (12.17%) Cisco
3 20 (10.58%) VMware
4 16 (8.47%) Tableau
5 15 (7.94%) Hortonworks
5 15 (7.94%) TIBCO
6 12 (6.35%) HP
7 10 (5.29%) Atlassian
7 10 (5.29%) Microsoft
8 9 (4.76%) Red Hat
9 6 (3.17%) ArcSight
9 6 (3.17%) Blue Coat
9 6 (3.17%) Dell
9 6 (3.17%) EMC
9 6 (3.17%) FireEye
9 6 (3.17%) Forcepoint
9 6 (3.17%) Intel
9 6 (3.17%) Juniper
9 6 (3.17%) Palo Alto
10 4 (2.12%) Cloudera
Gloucestershire
Informatiq Consulting
Salary: £30000 - £60000 per annum + Benefits
Posted: 2 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Salary: Pension + Medical
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 5 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 6 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 5 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 6 days ago
Tewkesbury, Gloucestershire
Evolution Recruitment Solutions
Salary: 50,000 - 65,000
Posted: 5 days ago
Gloucester, Gloucestershire
CGI
Salary: £28000 - £50000 per annum + benefits
Posted: 14 days ago