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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 30 69 83
Rank change year-on-year
+39 +14
Permanent jobs citing Big Data 94 27 3
As % of all permanent IT jobs located in Gloucestershire 8.26% 2.60% 0.36%
As % of the Database & Business Intelligence category 29.19% 8.91% 1.10%
Number of salaries quoted 63 15 3
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
322 303 273
As % of all permanent IT jobs located in Gloucestershire 28.30% 29.13% 33.17%
Number of salaries quoted 265 229 229
Median salary £47,500 £42,500 £37,000
Median salary % change year-on-year
+11.76% +14.86%
90% offered a salary of more than £32,500 £29,000 £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 24 September 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 24 September 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 +10 44 £55,000 -15.38% 2
Gloucester - 7 £52,500 - 5
Cirencester - 1 £67,500 -
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 24 September 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.

1 143 (77.30%) Java
1 143 (77.30%) Security Cleared
2 113 (61.08%) Cybersecurity
3 107 (57.84%) Agile Software Development
4 101 (54.59%) Software Engineering
4 101 (54.59%) C++
5 99 (53.51%) DV Cleared
6 92 (49.73%) Hadoop
6 92 (49.73%) Python
7 81 (43.78%) JavaScript
8 76 (41.08%) C
9 69 (37.30%) Linux
10 66 (35.68%) C#
10 66 (35.68%) Visualisation
11 65 (35.14%) SQL
12 64 (34.59%) Android
13 56 (30.27%) MySQL
14 52 (28.11%) Oracle
14 52 (28.11%) Apache Hive
14 52 (28.11%) Spring
15 51 (27.57%) Hibernate
16 50 (27.03%) Apache Pig
16 50 (27.03%) Mobile Development
17 49 (26.49%) Java EE
18 47 (25.41%) Degree
19 46 (24.86%) Analytics
20 45 (24.32%) Data Analytics
20 45 (24.32%) Scrum
21 44 (23.78%) Windows
21 44 (23.78%) MongoDB

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 50 (27.03%) Apache Pig
2 43 (23.24%) Apache Spark
3 30 (16.22%) Elasticsearch
4 29 (15.68%) WebLogic
5 15 (8.11%) SAS
6 8 (4.32%) JBoss
7 6 (3.24%) Apache
8 4 (2.16%) Confluence
8 4 (2.16%) Tomcat
9 3 (1.62%) WebSphere
Applications
1 4 (2.16%) MS Excel
2 2 (1.08%) MS Office
2 2 (1.08%) MS PowerPoint
2 2 (1.08%) MS Visio
Cloud Services
1 8 (4.32%) Amazon AWS
1 8 (4.32%) Amazon S3
2 5 (2.70%) Cloud Computing
3 3 (1.62%) SaaS
4 2 (1.08%) GitHub
4 2 (1.08%) iPaaS
4 2 (1.08%) Microsoft Azure
4 2 (1.08%) PaaS
Communications & Networking
1 21 (11.35%) SSL
2 16 (8.65%) Firewall
3 15 (8.11%) HTTP
3 15 (8.11%) TCP/IP
4 14 (7.57%) Internet
5 12 (6.49%) HTTPS
6 6 (3.24%) Network Security
7 4 (2.16%) 4G
7 4 (2.16%) PSTN
7 4 (2.16%) Wi-Fi
8 3 (1.62%) LAN
8 3 (1.62%) WAN
9 2 (1.08%) SAN
10 1 (0.54%) DNS
Database & Business Intelligence
1 92 (49.73%) Hadoop
2 56 (30.27%) MySQL
3 52 (28.11%) Apache Hive
4 44 (23.78%) MongoDB
5 24 (12.97%) NoSQL
5 24 (12.97%) Relational Database
6 21 (11.35%) RDBMS
7 17 (9.19%) Neo4j
8 15 (8.11%) Apache Accumulo
9 14 (7.57%) Amazon Redshift
9 14 (7.57%) Data Mining
9 14 (7.57%) Parquet
9 14 (7.57%) QlikView
10 13 (7.03%) Impala
11 12 (6.49%) SQL Server
12 8 (4.32%) OrientDB
13 2 (1.08%) Data Lake
13 2 (1.08%) Data Warehouse
13 2 (1.08%) Oracle Database
13 2 (1.08%) Oracle Database 11g
Development Applications
1 13 (7.03%) Git (software)
2 10 (5.41%) JIRA
3 9 (4.86%) Selenium
4 8 (4.32%) Jenkins
5 5 (2.70%) Atlassian Bamboo
5 5 (2.70%) Bitbucket
5 5 (2.70%) LoadRunner
5 5 (2.70%) RSpec
6 4 (2.16%) CodeSonar
6 4 (2.16%) git-flow
6 4 (2.16%) Robot Framework
7 3 (1.62%) JUnit
8 2 (1.08%) Hudson
9 1 (0.54%) EasyMock
9 1 (0.54%) Rational DOORS
General
1 22 (11.89%) Games
2 21 (11.35%) Telecoms
3 7 (3.78%) Finance
4 3 (1.62%) Manufacturing
5 1 (0.54%) Local Government
5 1 (0.54%) Marketing
5 1 (0.54%) Retail
Job Titles
1 60 (32.43%) Software Engineer
2 41 (22.16%) Developer
3 26 (14.05%) Analyst
4 23 (12.43%) Systems Engineer
5 22 (11.89%) Consultant
6 19 (10.27%) Java Engineer
6 19 (10.27%) Java Software Engineer
7 15 (8.11%) C# Software Engineer
7 15 (8.11%) C++ Software Engineer
7 15 (8.11%) Technical Consultant
8 14 (7.57%) Data Scientist
9 13 (7.03%) Analyst Developer
9 13 (7.03%) Architect
9 13 (7.03%) Data Analyst
9 13 (7.03%) Software Test Engineer
9 13 (7.03%) Test Engineer
10 12 (6.49%) Java Developer
10 12 (6.49%) Software Developer
11 11 (5.95%) DV Cleared Technical Consultant
11 11 (5.95%) SC Cleared Technical Consultant
Libraries, Frameworks & Software Standards
1 52 (28.11%) Spring
2 51 (27.57%) Hibernate
3 49 (26.49%) Java EE
4 38 (20.54%) HTML
5 31 (16.76%) J2EE
6 28 (15.14%) EJB
7 27 (14.59%) Node.js
7 27 (14.59%) STL
7 27 (14.59%) XML
8 26 (14.05%) LAMP
9 24 (12.97%) CSS
10 23 (12.43%) CSS3
10 23 (12.43%) HTML5
10 23 (12.43%) jQuery
11 22 (11.89%) Apache Camel
12 21 (11.35%) AngularJS
13 20 (10.81%) Middleware
14 16 (8.65%) JSON
15 13 (7.03%) Spark Streaming
16 7 (3.78%) REST
Miscellaneous
1 66 (35.68%) Visualisation
2 33 (17.84%) Cybercrime
3 28 (15.14%) Analytical Skills
4 27 (14.59%) iPhone
5 22 (11.89%) PKI
6 17 (9.19%) Computer Science
6 17 (9.19%) Cyberthreat
7 14 (7.57%) Algorithms
7 14 (7.57%) User Experience
8 13 (7.03%) Mathematics
9 10 (5.41%) Management Information System
10 9 (4.86%) Internet of Things
11 8 (4.32%) Physics
12 5 (2.70%) Mobile App
12 5 (2.70%) Security Operations Centre
13 4 (2.16%) Wiki
14 3 (1.62%) Statistics
15 2 (1.08%) Artificial Intelligence
15 2 (1.08%) Data Centre
16 1 (0.54%) Virtual Team
Operating Systems
1 69 (37.30%) Linux
2 64 (34.59%) Android
3 44 (23.78%) Windows
4 27 (14.59%) Apple iOS
5 24 (12.97%) Windows Phone
6 11 (5.95%) Unix
7 4 (2.16%) Mac OS X
8 3 (1.62%) AIX
9 2 (1.08%) CentOS
9 2 (1.08%) Windows Server
10 1 (0.54%) Oracle Linux
Processes & Methodologies
1 113 (61.08%) Cybersecurity
2 107 (57.84%) Agile Software Development
3 101 (54.59%) Software Engineering
4 50 (27.03%) Mobile Development
5 46 (24.86%) Analytics
6 45 (24.32%) Data Analytics
6 45 (24.32%) Scrum
7 39 (21.08%) Reverse Engineering
8 30 (16.22%) Big Data Analytics
8 30 (16.22%) User Stories
9 27 (14.59%) Android Development
9 27 (14.59%) iOS Development
9 27 (14.59%) Multithreading
10 26 (14.05%) Continuous Integration
10 26 (14.05%) DevOps
11 25 (13.51%) Ethical Hacking
12 22 (11.89%) Coaching
12 22 (11.89%) Mentoring
13 21 (11.35%) Automated Testing
13 21 (11.35%) MODAF
Programming Languages
1 143 (77.30%) Java
2 101 (54.59%) C++
3 92 (49.73%) Python
4 81 (43.78%) JavaScript
5 76 (41.08%) C
6 66 (35.68%) C#
7 65 (35.14%) SQL
8 43 (23.24%) Objective-C
9 26 (14.05%) Perl
10 23 (12.43%) Ruby
11 21 (11.35%) Scala
12 19 (10.27%) Bash Shell
13 14 (7.57%) R
14 6 (3.24%) Shell Script
15 5 (2.70%) Embedded C
15 5 (2.70%) PHP
15 5 (2.70%) VB
16 4 (2.16%) PL/SQL
16 4 (2.16%) PowerShell
Qualifications
1 143 (77.30%) Security Cleared
2 99 (53.51%) DV Cleared
3 47 (25.41%) Degree
4 34 (18.38%) SC Cleared
5 14 (7.57%) CCNA
5 14 (7.57%) Cisco Certification
5 14 (7.57%) CISSP
5 14 (7.57%) GIAC
5 14 (7.57%) Linux+ Certification
5 14 (7.57%) MCSE
5 14 (7.57%) Microsoft Certification
5 14 (7.57%) Network+ Certification
5 14 (7.57%) SANS
5 14 (7.57%) SSCP
6 6 (3.24%) CompTIA Security+
6 6 (3.24%) Security+ Certification
7 5 (2.70%) ISEB
Quality Assurance & Compliance
1 5 (2.70%) QA
System Software
1 20 (10.81%) Hyper-V
1 20 (10.81%) VMware Infrastructure
2 4 (2.16%) Docker
2 4 (2.16%) vSphere
3 3 (1.62%) Apache ZooKeeper
4 2 (1.08%) Apache Flume
4 2 (1.08%) Firmware
Systems Management
1 6 (3.24%) Puppet
2 4 (2.16%) Salt
3 3 (1.62%) Hadoop YARN
3 3 (1.62%) Opscode Chef
4 2 (1.08%) FortiGate
4 2 (1.08%) Kibana
4 2 (1.08%) logstash
Vendors
1 52 (28.11%) Oracle
2 21 (11.35%) VMware
3 16 (8.65%) Cisco
4 14 (7.57%) Tableau
5 13 (7.03%) TIBCO
6 9 (4.86%) Microsoft
7 8 (4.32%) Atlassian
7 8 (4.32%) Hortonworks
8 5 (2.70%) HP
9 4 (2.16%) Red Hat
10 3 (1.62%) ArcSight
10 3 (1.62%) Blue Coat
10 3 (1.62%) FireEye
10 3 (1.62%) Forcepoint
10 3 (1.62%) Juniper
10 3 (1.62%) Palo Alto
11 2 (1.08%) Cloudera
11 2 (1.08%) Dell
11 2 (1.08%) EMC
11 2 (1.08%) Intel
Gloucester, Gloucestershire
Informatiq Consulting
Salary: £50000 - £70000 per annum + Pension + Medical
Posted: 15 hours ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 15 hours ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: Yesterday
Gloucestershire
Networkers
Salary: £50000 - £60000 per annum + Pension, Bonus
Posted: 4 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 5 days ago
Gloucester, Gloucestershire
CGI
Salary: £28000 - £50000 per annum + benefits
Posted: 8 days ago
Cheltenham, Gloucestershire
Experis Ltd
Salary: £60000.00 - £70000.00 per annum
Posted: 4 days ago