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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 29 76 -
Rank change year-on-year
+47 -
Permanent jobs citing Big Data 91 20 0
As % of all permanent IT jobs located in Gloucestershire 9.28% 2.09% -
As % of the Database & Business Intelligence category 29.17% 6.15% -
Number of salaries quoted 61 11 0
Median salary £54,000 £37,500 -
Median salary % change year-on-year
+44.00% -
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
312 325 287
As % of all permanent IT jobs located in Gloucestershire 31.80% 34.00% 32.36%
Number of salaries quoted 240 264 239
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year
+5.55% +12.50%
90% offered a salary of more than £30,000 £32,500 £27,500
10% offered a salary of more than £60,000 £47,500 £60,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 25 July 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 25 July 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 +27 39 £53,750 +2.38% 2
Gloucester +1 9 £60,000 +60.00% 3
Cirencester - 2 £67,500 -
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 25 July 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.

1 126 (76.36%) Java
2 114 (69.09%) Security Cleared
3 104 (63.03%) Cybersecurity
4 94 (56.97%) Agile Software Development
5 87 (52.73%) Hadoop
6 84 (50.91%) DV Cleared
7 75 (45.45%) Software Engineering
8 74 (44.85%) C++
8 74 (44.85%) Python
9 63 (38.18%) SQL
10 62 (37.58%) JavaScript
11 61 (36.97%) Linux
12 54 (32.73%) C
13 51 (30.91%) Oracle
14 50 (30.30%) Visualisation
15 49 (29.70%) MySQL
16 48 (29.09%) Windows
16 48 (29.09%) Analytics
17 46 (27.88%) Android
18 44 (26.67%) C#
18 44 (26.67%) MongoDB
19 43 (26.06%) Data Analytics
20 41 (24.85%) Apache Spark
21 38 (23.03%) Scrum
22 34 (20.61%) Apache Hive
23 33 (20.00%) Apache Pig
24 32 (19.39%) Degree
25 31 (18.79%) Spring
25 31 (18.79%) Elasticsearch
26 30 (18.18%) Analytical Skills

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 41 (24.85%) Apache Spark
2 33 (20.00%) Apache Pig
3 31 (18.79%) Elasticsearch
4 19 (11.52%) SAS
5 16 (9.70%) WebLogic
6 11 (6.67%) JBoss
7 10 (6.06%) Apache
8 9 (5.45%) Confluence
9 7 (4.24%) Tomcat
10 2 (1.21%) WebSphere
Applications
1 6 (3.64%) MS Excel
1 6 (3.64%) MS Office
1 6 (3.64%) MS PowerPoint
1 6 (3.64%) MS Visio
Cloud Services
1 8 (4.85%) Amazon AWS
1 8 (4.85%) Amazon S3
1 8 (4.85%) Cloud Computing
2 3 (1.82%) SaaS
3 2 (1.21%) GitHub
Communications & Networking
1 21 (12.73%) Internet
2 17 (10.30%) SSL
3 14 (8.48%) Firewall
4 10 (6.06%) Network Security
5 9 (5.45%) HTTP
5 9 (5.45%) HTTPS
6 8 (4.85%) TCP/IP
7 6 (3.64%) LAN
7 6 (3.64%) SAN
7 6 (3.64%) WAN
Database & Business Intelligence
1 87 (52.73%) Hadoop
2 49 (29.70%) MySQL
3 44 (26.67%) MongoDB
4 34 (20.61%) Apache Hive
5 27 (16.36%) NoSQL
6 25 (15.15%) Apache Accumulo
7 24 (14.55%) Neo4j
8 16 (9.70%) Amazon Redshift
8 16 (9.70%) Parquet
8 16 (9.70%) QlikView
9 15 (9.09%) Impala
9 15 (9.09%) Relational Database
10 14 (8.48%) Data Mining
10 14 (8.48%) SQL Server
11 13 (7.88%) RDBMS
12 9 (5.45%) OrientDB
13 6 (3.64%) Oracle Database
13 6 (3.64%) Oracle Database 11g
14 5 (3.03%) Apache Cassandra
14 5 (3.03%) IBM InfoSphere
Development Applications
1 15 (9.09%) Git (software)
2 14 (8.48%) JIRA
3 13 (7.88%) Jenkins
4 10 (6.06%) Selenium
5 8 (4.85%) LoadRunner
5 8 (4.85%) RSpec
6 5 (3.03%) JUnit
7 4 (2.42%) Atlassian Bamboo
7 4 (2.42%) Bitbucket
8 3 (1.82%) Hudson
9 2 (1.21%) Ant
9 2 (1.21%) ClearCase
9 2 (1.21%) Eclipse
9 2 (1.21%) git-flow
9 2 (1.21%) Rational DOORS
9 2 (1.21%) Robot Framework
9 2 (1.21%) Visual Studio
10 1 (0.61%) EasyMock
General
1 22 (13.33%) Telecoms
2 13 (7.88%) Games
3 9 (5.45%) Finance
4 3 (1.82%) Manufacturing
5 1 (0.61%) Marketing
5 1 (0.61%) Retail
Job Titles
1 42 (25.45%) Developer
2 33 (20.00%) Software Engineer
3 28 (16.97%) Analyst
4 20 (12.12%) Data Scientist
4 20 (12.12%) Systems Engineer
5 15 (9.09%) Analyst Developer
5 15 (9.09%) Data Analyst
6 14 (8.48%) Consultant
6 14 (8.48%) Java Developer
6 14 (8.48%) Software Test Engineer
6 14 (8.48%) Test Engineer
7 13 (7.88%) Big Data Engineer
7 13 (7.88%) Java Engineer
8 11 (6.67%) Data Engineer
8 11 (6.67%) Java Software Engineer
9 10 (6.06%) Technical Consultant
10 9 (5.45%) Architect
10 9 (5.45%) C# Software Engineer
10 9 (5.45%) C++ Software Engineer
10 9 (5.45%) Developer Analyst
Libraries, Frameworks & Software Standards
1 31 (18.79%) Spring
2 27 (16.36%) Hibernate
3 26 (15.76%) Java EE
4 25 (15.15%) XML
5 22 (13.33%) HTML
6 18 (10.91%) EJB
7 17 (10.30%) JSON
8 16 (9.70%) J2EE
9 15 (9.09%) Node.js
9 15 (9.09%) Spark Streaming
10 14 (8.48%) CSS
10 14 (8.48%) CSS3
10 14 (8.48%) HTML5
10 14 (8.48%) STL
11 13 (7.88%) Kafka
12 12 (7.27%) AngularJS
12 12 (7.27%) Apache Camel
12 12 (7.27%) LAMP
12 12 (7.27%) Middleware
13 11 (6.67%) jQuery
Miscellaneous
1 50 (30.30%) Visualisation
2 30 (18.18%) Analytical Skills
3 29 (17.58%) Cybercrime
4 26 (15.76%) Cyberthreat
5 19 (11.52%) Computer Science
6 18 (10.91%) iPhone
6 18 (10.91%) Mathematics
7 16 (9.70%) Internet of Things
8 15 (9.09%) Algorithms
9 14 (8.48%) User Experience
10 12 (7.27%) Management Information System
10 12 (7.27%) PKI
10 12 (7.27%) Security Operations Centre
11 8 (4.85%) Mobile App
11 8 (4.85%) Physics
12 6 (3.64%) Data Centre
13 5 (3.03%) VHDL
14 4 (2.42%) Wiki
15 3 (1.82%) Statistics
16 2 (1.21%) Artificial Intelligence
Operating Systems
1 61 (36.97%) Linux
2 48 (29.09%) Windows
3 46 (27.88%) Android
4 16 (9.70%) Windows Phone
5 14 (8.48%) Apple iOS
6 11 (6.67%) Unix
7 7 (4.24%) Mac OS X
8 6 (3.64%) CentOS
8 6 (3.64%) Windows Server
9 2 (1.21%) AIX
9 2 (1.21%) Red Hat Enterprise Linux
10 1 (0.61%) Oracle Linux
Processes & Methodologies
1 104 (63.03%) Cybersecurity
2 94 (56.97%) Agile Software Development
3 75 (45.45%) Software Engineering
4 48 (29.09%) Analytics
5 43 (26.06%) Data Analytics
6 38 (23.03%) Scrum
7 30 (18.18%) Mobile Development
8 28 (16.97%) Big Data Analytics
9 27 (16.36%) Reverse Engineering
10 25 (15.15%) Open Source
11 24 (14.55%) Continuous Integration
12 23 (13.94%) Data Management
13 22 (13.33%) Data Acquisition
14 21 (12.73%) Automated Testing
15 20 (12.12%) Data Analysis
16 19 (11.52%) ETL
17 18 (10.91%) Data Visualisation
17 18 (10.91%) DevOps
17 18 (10.91%) Machine Learning
17 18 (10.91%) MapReduce
Programming Languages
1 126 (76.36%) Java
2 74 (44.85%) C++
2 74 (44.85%) Python
3 63 (38.18%) SQL
4 62 (37.58%) JavaScript
5 54 (32.73%) C
6 44 (26.67%) C#
7 28 (16.97%) Scala
8 27 (16.36%) Objective-C
9 25 (15.15%) Bash Shell
10 20 (12.12%) Perl
11 19 (11.52%) Ruby
12 16 (9.70%) R
13 11 (6.67%) Shell Script
14 8 (4.85%) VB
15 7 (4.24%) PL/SQL
16 6 (3.64%) PHP
17 2 (1.21%) Embedded C
17 2 (1.21%) PowerShell
17 2 (1.21%) SAS Macro
Qualifications
1 114 (69.09%) Security Cleared
2 84 (50.91%) DV Cleared
3 32 (19.39%) Degree
4 21 (12.73%) SC Cleared
5 8 (4.85%) CCNA
5 8 (4.85%) Cisco Certification
5 8 (4.85%) CISSP
5 8 (4.85%) GIAC
5 8 (4.85%) ISEB
5 8 (4.85%) Linux+ Certification
5 8 (4.85%) MCSE
5 8 (4.85%) Microsoft Certification
5 8 (4.85%) Network+ Certification
5 8 (4.85%) SANS
5 8 (4.85%) SSCP
6 3 (1.82%) CompTIA Security+
6 3 (1.82%) Security+ Certification
Quality Assurance & Compliance
1 6 (3.64%) QA
System Software
1 12 (7.27%) Hyper-V
1 12 (7.27%) VMware Infrastructure
2 7 (4.24%) Apache ZooKeeper
3 6 (3.64%) Apache Flume
3 6 (3.64%) Firmware
4 2 (1.21%) Docker
4 2 (1.21%) vSphere
Systems Management
1 6 (3.64%) FortiGate
1 6 (3.64%) Kibana
1 6 (3.64%) logstash
2 3 (1.82%) Puppet
3 2 (1.21%) Hadoop YARN
3 2 (1.21%) Salt
4 1 (0.61%) Opscode Chef
Vendors
1 51 (30.91%) Oracle
2 19 (11.52%) Cisco
3 16 (9.70%) Tableau
4 15 (9.09%) TIBCO
5 14 (8.48%) Hortonworks
6 13 (7.88%) VMware
7 12 (7.27%) HP
8 11 (6.67%) Atlassian
9 9 (5.45%) Microsoft
9 9 (5.45%) Red Hat
10 6 (3.64%) ArcSight
10 6 (3.64%) Blue Coat
10 6 (3.64%) Dell
10 6 (3.64%) EMC
10 6 (3.64%) FireEye
10 6 (3.64%) Forcepoint
10 6 (3.64%) Intel
10 6 (3.64%) Juniper
10 6 (3.64%) Palo Alto
11 5 (3.03%) IBM
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 6 hours ago
Gloucestershire
Datasource Computer Employment
Salary: Excellent Salary!
Posted: 16 hours ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 45,000 - 60,000 plus excellent benefits
Posted: 6 days ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000 plus excellent benefits
Posted: 6 days ago
Cheltenham, Gloucestershire
Experis Ltd
Salary: £60000.00 - £70000.00 per annum
Posted: 5 days ago
Gloucester, Gloucestershire
Raytheon
Salary: Salary Negotiable + Bonus & Benefits
Posted: 26 days ago