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

3 months to
30 May 2016
Same period 2015 Same period 2014
Big Data
Rank 26 78 91
Rank change year-on-year
+52 +13
Permanent jobs citing Big Data 90 22 5
As % of all permanent IT jobs located in Gloucestershire 8.49% 2.07% 0.51%
As % of the Database & Business Intelligence category 27.78% 5.90% 1.82%
Number of salaries quoted 55 11 4
Median salary £50,000 £55,000 £52,000
Median salary % change year-on-year
-9.09% +5.76%
90% offered a salary of more than £45,000 £32,500 £50,000
10% offered a salary of more than £72,500 £90,000 £54,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
324 373 275
As % of all permanent IT jobs located in Gloucestershire 30.57% 35.06% 27.78%
Number of salaries quoted 230 278 237
Median salary £49,000 £42,500 £40,000
Median salary % change year-on-year
+15.29% +6.25%
90% offered a salary of more than £30,000 £29,500 £27,500
10% offered a salary of more than £60,000 £48,500 £60,000
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 30 May 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 May 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 32 £50,000 -4.76% 3
Gloucester +19 24 £50,000 -13.04% 4
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 30 May 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.

1 107 (75.89%) Java
2 101 (71.63%) Security Cleared
3 92 (65.25%) Cybersecurity
4 83 (58.87%) Agile Software Development
5 73 (51.77%) Hadoop
6 70 (49.65%) DV Cleared
7 63 (44.68%) C++
8 59 (41.84%) Software Engineering
9 55 (39.01%) Python
10 54 (38.30%) SQL
11 46 (32.62%) JavaScript
12 45 (31.91%) Linux
13 44 (31.21%) Windows
13 44 (31.21%) Analytics
14 41 (29.08%) C#
14 41 (29.08%) Visualisation
15 40 (28.37%) Android
15 40 (28.37%) Oracle
16 39 (27.66%) Data Analytics
17 38 (26.95%) MySQL
18 36 (25.53%) C
18 36 (25.53%) Cybercrime
19 34 (24.11%) Reverse Engineering
20 33 (23.40%) MongoDB
20 33 (23.40%) Apache Spark
21 29 (20.57%) Degree
22 27 (19.15%) XML
23 26 (18.44%) SC Cleared
23 26 (18.44%) Mobile Development
24 25 (17.73%) Data Management

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 33 (23.40%) Apache Spark
2 23 (16.31%) Elasticsearch
3 22 (15.60%) Apache Pig
4 17 (12.06%) SAS
5 15 (10.64%) WebLogic
6 8 (5.67%) JBoss
7 7 (4.96%) Apache
8 6 (4.26%) Confluence
8 6 (4.26%) Node.js
8 6 (4.26%) Tomcat
9 1 (0.71%) WebSphere
Applications
1 6 (4.26%) MS Excel
1 6 (4.26%) MS Office
1 6 (4.26%) MS PowerPoint
1 6 (4.26%) MS Visio
Cloud Services
1 10 (7.09%) Amazon AWS
1 10 (7.09%) Amazon S3
2 7 (4.96%) Cloud Computing
3 2 (1.42%) GitHub
Communications & Networking
1 18 (12.77%) Internet
2 14 (9.93%) Firewall
3 10 (7.09%) SSL
4 8 (5.67%) TCP/IP
5 7 (4.96%) Network Security
6 6 (4.26%) LAN
6 6 (4.26%) SAN
6 6 (4.26%) WAN
7 5 (3.55%) HTTPS
8 2 (1.42%) HTTP
Database & Business Intelligence
1 73 (51.77%) Hadoop
2 38 (26.95%) MySQL
3 33 (23.40%) MongoDB
4 23 (16.31%) Apache Hive
5 22 (15.60%) Apache Accumulo
5 22 (15.60%) NoSQL
6 20 (14.18%) Data Mining
7 19 (13.48%) Neo4j
8 14 (9.93%) Amazon Redshift
8 14 (9.93%) Parquet
8 14 (9.93%) QlikView
9 13 (9.22%) Impala
10 12 (8.51%) SQL Server
11 8 (5.67%) Relational Database
12 7 (4.96%) RDBMS
13 5 (3.55%) Apache Cassandra
13 5 (3.55%) IBM InfoSphere
14 4 (2.84%) Oracle Database
14 4 (2.84%) Oracle Database 11g
14 4 (2.84%) OrientDB
Development Applications
1 11 (7.80%) Git (software)
2 10 (7.09%) Jenkins
3 8 (5.67%) JIRA
4 7 (4.96%) LoadRunner
4 7 (4.96%) RSpec
4 7 (4.96%) Selenium
5 4 (2.84%) JUnit
6 2 (1.42%) Ant
6 2 (1.42%) ClearCase
6 2 (1.42%) Eclipse
6 2 (1.42%) Hudson
6 2 (1.42%) Visual Studio
7 1 (0.71%) Atlassian Bamboo
7 1 (0.71%) Bitbucket
7 1 (0.71%) Rational DOORS
General
1 21 (14.89%) Telecoms
2 7 (4.96%) Finance
3 4 (2.84%) Games
Job Titles
1 37 (26.24%) Developer
2 24 (17.02%) Analyst
3 22 (15.60%) Software Engineer
4 18 (12.77%) Data Scientist
5 17 (12.06%) Consultant
5 17 (12.06%) Systems Engineer
6 15 (10.64%) Technical Consultant
7 14 (9.93%) DV Cleared Technical Consultant
7 14 (9.93%) Java Developer
7 14 (9.93%) SC Cleared Technical Consultant
8 13 (9.22%) Analyst Developer
8 13 (9.22%) Data Analyst
8 13 (9.22%) Java Engineer
9 9 (6.38%) Big Data Engineer
9 9 (6.38%) Software Test Engineer
9 9 (6.38%) Test Engineer
10 8 (5.67%) Architect
10 8 (5.67%) Java Software Engineer
11 7 (4.96%) C++ Software Engineer
11 7 (4.96%) Developer Analyst
Libraries, Frameworks & Software Standards
1 27 (19.15%) XML
2 23 (16.31%) Spring
3 20 (14.18%) Hibernate
4 19 (13.48%) HTML
5 16 (11.35%) EJB
6 15 (10.64%) J2EE
7 14 (9.93%) Java EE
7 14 (9.93%) JSON
8 13 (9.22%) Spark Streaming
9 11 (7.80%) Kafka
10 9 (6.38%) STL
11 7 (4.96%) CSS
11 7 (4.96%) CSS3
11 7 (4.96%) HTML5
12 6 (4.26%) AngularJS
12 6 (4.26%) Apache Camel
12 6 (4.26%) ELK Stack
12 6 (4.26%) Middleware
12 6 (4.26%) Web Services
13 5 (3.55%) ZeroMQ
Miscellaneous
1 41 (29.08%) Visualisation
2 36 (25.53%) Cybercrime
3 22 (15.60%) Analytical Skills
4 18 (12.77%) Cyberthreat
5 17 (12.06%) iPhone
5 17 (12.06%) Management Information System
6 16 (11.35%) Algorithms
6 16 (11.35%) Mathematics
7 15 (10.64%) Computer Science
8 14 (9.93%) Internet of Things
9 12 (8.51%) Security Operations Centre
10 10 (7.09%) Physics
10 10 (7.09%) User Experience
11 8 (5.67%) Mobile App
12 6 (4.26%) Data Centre
12 6 (4.26%) PKI
13 5 (3.55%) VHDL
14 3 (2.13%) Data Structures
15 2 (1.42%) Statistics
16 1 (0.71%) Wiki
Operating Systems
1 45 (31.91%) Linux
2 44 (31.21%) Windows
3 40 (28.37%) Android
4 16 (11.35%) Windows Phone
5 9 (6.38%) Apple iOS
6 8 (5.67%) Unix
7 6 (4.26%) CentOS
7 6 (4.26%) Windows Server
8 5 (3.55%) Mac OS X
9 2 (1.42%) Red Hat Enterprise Linux
10 1 (0.71%) AIX
Processes & Methodologies
1 92 (65.25%) Cybersecurity
2 83 (58.87%) Agile Software Development
3 59 (41.84%) Software Engineering
4 44 (31.21%) Analytics
5 39 (27.66%) Data Analytics
6 34 (24.11%) Reverse Engineering
7 26 (18.44%) Mobile Development
8 25 (17.73%) Data Management
9 24 (17.02%) Automated Testing
9 24 (17.02%) Continuous Integration
10 22 (15.60%) Big Data Analytics
11 20 (14.18%) Open Source
12 19 (13.48%) Data Acquisition
12 19 (13.48%) Scrum
13 17 (12.06%) Android Development
13 17 (12.06%) Data Analysis
13 17 (12.06%) iOS Development
14 16 (11.35%) Integration Testing
14 16 (11.35%) Network Design
14 16 (11.35%) Requirements Management
Programming Languages
1 107 (75.89%) Java
2 63 (44.68%) C++
3 55 (39.01%) Python
4 54 (38.30%) SQL
5 46 (32.62%) JavaScript
6 41 (29.08%) C#
7 36 (25.53%) C
8 25 (17.73%) Objective-C
9 23 (16.31%) Scala
10 21 (14.89%) Bash Shell
11 14 (9.93%) R
12 12 (8.51%) Ruby
13 11 (7.80%) Perl
14 9 (6.38%) Shell Script
15 7 (4.96%) VB
16 4 (2.84%) PL/SQL
17 3 (2.13%) PHP
18 2 (1.42%) SAS Macro
Qualifications
1 101 (71.63%) Security Cleared
2 70 (49.65%) DV Cleared
3 29 (20.57%) Degree
4 26 (18.44%) SC Cleared
5 8 (5.67%) CCNA
5 8 (5.67%) Cisco Certification
5 8 (5.67%) CISSP
5 8 (5.67%) GIAC
5 8 (5.67%) Linux+ Certification
5 8 (5.67%) MCSE
5 8 (5.67%) Microsoft Certification
5 8 (5.67%) Network+ Certification
5 8 (5.67%) SANS
5 8 (5.67%) SSCP
6 7 (4.96%) ISEB
7 1 (0.71%) CompTIA Security+
7 1 (0.71%) Security+ Certification
Quality Assurance & Compliance
1 6 (4.26%) QA
System Software
1 6 (4.26%) Apache Flume
1 6 (4.26%) Firmware
1 6 (4.26%) Hyper-V
1 6 (4.26%) VMware Infrastructure
2 5 (3.55%) Apache ZooKeeper
Systems Management
1 6 (4.26%) FortiGate
1 6 (4.26%) Kibana
1 6 (4.26%) logstash
Vendors
1 40 (28.37%) Oracle
2 14 (9.93%) Cisco
2 14 (9.93%) Tableau
3 13 (9.22%) TIBCO
4 12 (8.51%) Hortonworks
4 12 (8.51%) HP
5 8 (5.67%) Red Hat
6 7 (4.96%) VMware
7 6 (4.26%) ArcSight
7 6 (4.26%) Atlassian
7 6 (4.26%) Blue Coat
7 6 (4.26%) Dell
7 6 (4.26%) EMC
7 6 (4.26%) FireEye
7 6 (4.26%) Forcepoint
7 6 (4.26%) Intel
7 6 (4.26%) Juniper
7 6 (4.26%) Microsoft
7 6 (4.26%) Palo Alto
8 5 (3.55%) IBM
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 4 days ago
Gloucester, Gloucestershire
Raytheon
Posted: 3 days ago
Cheltenham, Gloucestershire
Experis Ltd
Salary: £30000.00 - £30500.00 per annum
Posted: 6 days ago
Gloucester, Gloucestershire
Network Compucare Ltd
Posted: 6 days ago
Cheltenham, Gloucestershire
Experis Ltd
Salary: £60000.00 - £70000.00 per annum
Posted: 6 days ago
Gloucester, Gloucestershire
CGI
Salary: £28000 - £50000 per annum + benefits
Posted: 20 days ago
Cheltenham
People Source Consulting
Salary: £25000 - £45000 per annum + Excellent Benefits+Bonuses
Posted: 21 days ago