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

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 26 76 90
Rank change year-on-year
+50 +14
Permanent jobs citing Big Data 92 23 2
As % of all permanent IT jobs located in Gloucestershire 9.42% 2.23% 0.21%
As % of the Database & Business Intelligence category 27.63% 6.23% 0.69%
Number of salaries quoted 60 14 2
Median salary £52,500 £45,000 £54,000
Median salary % change year-on-year
+16.66% -16.66%
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
333 369 288
As % of all permanent IT jobs located in Gloucestershire 34.08% 35.76% 30.06%
Number of salaries quoted 252 284 244
Median salary £48,000 £45,000 £40,000
Median salary % change year-on-year
+6.66% +12.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £48,500 £57,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 1 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 1 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 +21 36 £50,000 -4.76% 3
Gloucester +10 15 £46,000 +22.66% 4
Cirencester - 1 £67,500 -
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 1 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.

1 118 (78.67%) Java
2 104 (69.33%) Security Cleared
3 97 (64.67%) Cybersecurity
4 83 (55.33%) Agile Software Development
5 82 (54.67%) Hadoop
6 76 (50.67%) DV Cleared
7 69 (46.00%) C++
8 67 (44.67%) Software Engineering
9 65 (43.33%) Python
10 57 (38.00%) SQL
11 54 (36.00%) JavaScript
12 52 (34.67%) Linux
13 48 (32.00%) C
14 46 (30.67%) Oracle
15 44 (29.33%) Windows
15 44 (29.33%) Analytics
16 43 (28.67%) MySQL
16 43 (28.67%) Visualisation
17 42 (28.00%) Android
17 42 (28.00%) C#
18 39 (26.00%) Data Analytics
19 38 (25.33%) MongoDB
20 36 (24.00%) Apache Spark
21 30 (20.00%) Cybercrime
22 29 (19.33%) Apache Hive
22 29 (19.33%) Reverse Engineering
23 28 (18.67%) Degree
23 28 (18.67%) Apache Pig
24 27 (18.00%) Mobile Development
24 27 (18.00%) 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 36 (24.00%) Apache Spark
2 28 (18.67%) Apache Pig
3 26 (17.33%) Elasticsearch
4 19 (12.67%) SAS
5 14 (9.33%) WebLogic
6 10 (6.67%) JBoss
7 8 (5.33%) Apache
8 7 (4.67%) Confluence
8 7 (4.67%) Tomcat
9 1 (0.67%) WebSphere
Applications
1 6 (4.00%) MS Excel
1 6 (4.00%) MS Office
1 6 (4.00%) MS PowerPoint
1 6 (4.00%) MS Visio
Cloud Services
1 9 (6.00%) Amazon AWS
1 9 (6.00%) Amazon S3
2 8 (5.33%) Cloud Computing
3 2 (1.33%) GitHub
3 2 (1.33%) SaaS
Communications & Networking
1 21 (14.00%) Internet
2 15 (10.00%) Firewall
3 14 (9.33%) SSL
4 10 (6.67%) Network Security
5 9 (6.00%) TCP/IP
6 8 (5.33%) HTTPS
7 6 (4.00%) HTTP
7 6 (4.00%) LAN
7 6 (4.00%) SAN
7 6 (4.00%) WAN
Database & Business Intelligence
1 82 (54.67%) Hadoop
2 43 (28.67%) MySQL
3 38 (25.33%) MongoDB
4 29 (19.33%) Apache Hive
5 24 (16.00%) NoSQL
6 22 (14.67%) Apache Accumulo
6 22 (14.67%) Neo4j
7 16 (10.67%) Amazon Redshift
7 16 (10.67%) Parquet
7 16 (10.67%) QlikView
8 15 (10.00%) Impala
9 14 (9.33%) Data Mining
10 12 (8.00%) SQL Server
11 11 (7.33%) Relational Database
12 9 (6.00%) RDBMS
13 6 (4.00%) Oracle Database
13 6 (4.00%) Oracle Database 11g
13 6 (4.00%) OrientDB
14 5 (3.33%) Apache Cassandra
14 5 (3.33%) IBM InfoSphere
Development Applications
1 14 (9.33%) Git (software)
2 13 (8.67%) Jenkins
3 11 (7.33%) JIRA
4 9 (6.00%) Selenium
5 8 (5.33%) LoadRunner
5 8 (5.33%) RSpec
6 5 (3.33%) JUnit
7 3 (2.00%) Atlassian Bamboo
7 3 (2.00%) Bitbucket
7 3 (2.00%) Hudson
8 2 (1.33%) Ant
8 2 (1.33%) ClearCase
8 2 (1.33%) Eclipse
8 2 (1.33%) Rational DOORS
8 2 (1.33%) Visual Studio
9 1 (0.67%) EasyMock
9 1 (0.67%) git-flow
9 1 (0.67%) Robot Framework
General
1 23 (15.33%) Telecoms
2 9 (6.00%) Games
3 8 (5.33%) Finance
4 2 (1.33%) Manufacturing
Job Titles
1 42 (28.00%) Developer
2 28 (18.67%) Analyst
3 26 (17.33%) Software Engineer
4 20 (13.33%) Data Scientist
5 16 (10.67%) Systems Engineer
6 15 (10.00%) Analyst Developer
6 15 (10.00%) Data Analyst
7 14 (9.33%) Java Developer
8 12 (8.00%) Consultant
8 12 (8.00%) Software Test Engineer
8 12 (8.00%) Test Engineer
9 11 (7.33%) Java Engineer
10 9 (6.00%) Big Data Engineer
10 9 (6.00%) Developer Analyst
10 9 (6.00%) Software Developer
10 9 (6.00%) Technical Consultant
11 8 (5.33%) Architect
11 8 (5.33%) DV Cleared Technical Consultant
11 8 (5.33%) Java Software Engineer
11 8 (5.33%) SC Cleared Technical Consultant
Libraries, Frameworks & Software Standards
1 26 (17.33%) Spring
1 26 (17.33%) XML
2 22 (14.67%) Hibernate
3 21 (14.00%) Java EE
4 18 (12.00%) HTML
5 17 (11.33%) EJB
5 17 (11.33%) JSON
6 15 (10.00%) Spark Streaming
7 14 (9.33%) J2EE
8 13 (8.67%) STL
9 11 (7.33%) Kafka
10 10 (6.67%) Node.js
11 9 (6.00%) CSS
11 9 (6.00%) CSS3
11 9 (6.00%) HTML5
12 8 (5.33%) AngularJS
12 8 (5.33%) Apache Camel
12 8 (5.33%) Middleware
13 7 (4.67%) Web Services
14 6 (4.00%) LAMP
Miscellaneous
1 43 (28.67%) Visualisation
2 30 (20.00%) Cybercrime
3 27 (18.00%) Analytical Skills
4 22 (14.67%) Cyberthreat
5 19 (12.67%) Computer Science
5 19 (12.67%) Mathematics
6 16 (10.67%) Internet of Things
7 15 (10.00%) iPhone
8 14 (9.33%) Algorithms
9 12 (8.00%) Management Information System
9 12 (8.00%) Security Operations Centre
9 12 (8.00%) User Experience
10 9 (6.00%) Physics
11 8 (5.33%) Mobile App
11 8 (5.33%) PKI
12 6 (4.00%) Data Centre
13 5 (3.33%) VHDL
14 3 (2.00%) Statistics
15 2 (1.33%) Artificial Intelligence
15 2 (1.33%) Wiki
Operating Systems
1 52 (34.67%) Linux
2 44 (29.33%) Windows
3 42 (28.00%) Android
4 13 (8.67%) Apple iOS
4 13 (8.67%) Windows Phone
5 10 (6.67%) Unix
6 6 (4.00%) CentOS
6 6 (4.00%) Mac OS X
6 6 (4.00%) Windows Server
7 2 (1.33%) Red Hat Enterprise Linux
8 1 (0.67%) AIX
8 1 (0.67%) Oracle Linux
Processes & Methodologies
1 97 (64.67%) Cybersecurity
2 83 (55.33%) Agile Software Development
3 67 (44.67%) Software Engineering
4 44 (29.33%) Analytics
5 39 (26.00%) Data Analytics
6 29 (19.33%) Reverse Engineering
7 27 (18.00%) Mobile Development
8 26 (17.33%) Big Data Analytics
8 26 (17.33%) Scrum
9 24 (16.00%) Continuous Integration
10 23 (15.33%) Open Source
11 22 (14.67%) Data Acquisition
11 22 (14.67%) Data Management
12 21 (14.00%) Automated Testing
13 20 (13.33%) Data Analysis
14 18 (12.00%) Data Visualisation
14 18 (12.00%) ETL
14 18 (12.00%) Machine Learning
15 16 (10.67%) MapReduce
15 16 (10.67%) User Acceptance Testing
Programming Languages
1 118 (78.67%) Java
2 69 (46.00%) C++
3 65 (43.33%) Python
4 57 (38.00%) SQL
5 54 (36.00%) JavaScript
6 48 (32.00%) C
7 42 (28.00%) C#
8 26 (17.33%) Objective-C
8 26 (17.33%) Scala
9 24 (16.00%) Bash Shell
10 16 (10.67%) R
11 15 (10.00%) Perl
11 15 (10.00%) Ruby
12 11 (7.33%) Shell Script
13 8 (5.33%) VB
14 7 (4.67%) PL/SQL
15 5 (3.33%) PHP
16 2 (1.33%) SAS Macro
17 1 (0.67%) Embedded C
17 1 (0.67%) PowerShell
Qualifications
1 104 (69.33%) Security Cleared
2 76 (50.67%) DV Cleared
3 28 (18.67%) Degree
4 17 (11.33%) SC Cleared
5 9 (6.00%) CCNA
5 9 (6.00%) Cisco Certification
5 9 (6.00%) CISSP
5 9 (6.00%) GIAC
5 9 (6.00%) Linux+ Certification
5 9 (6.00%) MCSE
5 9 (6.00%) Microsoft Certification
5 9 (6.00%) Network+ Certification
5 9 (6.00%) SANS
5 9 (6.00%) SSCP
6 8 (5.33%) ISEB
7 2 (1.33%) CompTIA Security+
7 2 (1.33%) Security+ Certification
Quality Assurance & Compliance
1 6 (4.00%) QA
System Software
1 8 (5.33%) Hyper-V
1 8 (5.33%) VMware Infrastructure
2 6 (4.00%) Apache Flume
2 6 (4.00%) Firmware
3 5 (3.33%) Apache ZooKeeper
4 1 (0.67%) Docker
4 1 (0.67%) vSphere
Systems Management
1 6 (4.00%) FortiGate
1 6 (4.00%) Kibana
1 6 (4.00%) logstash
2 2 (1.33%) Puppet
3 1 (0.67%) Opscode Chef
3 1 (0.67%) Salt
Vendors
1 46 (30.67%) Oracle
2 17 (11.33%) Cisco
3 16 (10.67%) Tableau
4 15 (10.00%) TIBCO
5 12 (8.00%) Hortonworks
5 12 (8.00%) HP
6 9 (6.00%) Atlassian
6 9 (6.00%) Red Hat
6 9 (6.00%) VMware
7 7 (4.67%) Microsoft
8 6 (4.00%) ArcSight
8 6 (4.00%) Blue Coat
8 6 (4.00%) Dell
8 6 (4.00%) EMC
8 6 (4.00%) FireEye
8 6 (4.00%) Forcepoint
8 6 (4.00%) Intel
8 6 (4.00%) Juniper
8 6 (4.00%) Palo Alto
9 5 (3.33%) IBM
Gloucester, Gloucestershire
Connectus
Salary: £60000 per annum + Pension
Posted: 10 hours ago
Gloucestershire
Executive Recruitment Services (ERS)
Posted: Yesterday
Cheltenham, Gloucestershire
Capita Resourcing - Defence and Security Resourcing
Salary: Benefits
Posted: Yesterday
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 16 hours ago
Gloucester, Gloucestershire
Raytheon
Salary: Salary Negotiable + Bonus & Benefits
Posted: 2 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Salary: Pension + Medical
Posted: 2 days ago
Gloucestershire
Capita Defence & Security Resourcing
Salary: Benefits
Posted: 4 days ago
Gloucester, Gloucestershire
CGI
Salary: £28000 - £50000 per annum + benefits
Posted: 24 days ago
Cheltenham
Hays Specialist Recruitment Ltd
Salary: £80000.00 - £90000.00 per annum + Excellent Benefits
Posted: 22 days ago