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

3 months to
5 May 2016
Same period 2015 Same period 2014
Big Data
Rank 35 91 85
Rank change year-on-year
+56 -6
Permanent jobs citing Big Data 81 18 6
As % of all permanent IT jobs located in Gloucestershire 7.23% 1.59% 0.66%
As % of the Database & Business Intelligence category 25.16% 4.83% 2.17%
Number of salaries quoted 50 6 5
Median salary £50,000 £63,750 £50,000
Median salary % change year-on-year
-21.56% +27.50%
90% offered a salary of more than £45,000 £46,250 £42,500
10% offered a salary of more than £72,500 £90,000 £54,000
UK excluding London median salary £50,000 £50,000 £50,000
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
322 373 276
As % of all permanent IT jobs located in Gloucestershire 28.75% 32.98% 30.23%
Number of salaries quoted 234 269 243
Median salary £47,500 £43,500 £37,500
Median salary % change year-on-year
+9.19% +16.00%
90% offered a salary of more than £32,000 £29,500 £27,500
10% offered a salary of more than £60,000 £49,500 £62,500
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 5 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 5 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 - 36 £50,000 - 1
Gloucester +21 23 £54,000 -15.29% 2
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 5 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 97 (74.05%) Java
2 95 (72.52%) Security Cleared
3 83 (63.36%) Cybersecurity
4 71 (54.20%) Agile Software Development
5 70 (53.44%) Hadoop
6 62 (47.33%) DV Cleared
7 61 (46.56%) C++
8 54 (41.22%) Software Engineering
9 49 (37.40%) SQL
10 48 (36.64%) Python
11 46 (35.11%) Linux
12 42 (32.06%) Analytics
13 40 (30.53%) Cybercrime
13 40 (30.53%) JavaScript
13 40 (30.53%) Android
14 39 (29.77%) C#
14 39 (29.77%) Windows
15 36 (27.48%) Reverse Engineering
15 36 (27.48%) Visualisation
15 36 (27.48%) Data Analytics
16 34 (25.95%) Oracle
17 32 (24.43%) MySQL
17 32 (24.43%) C
17 32 (24.43%) MongoDB
18 27 (20.61%) SC Cleared
19 26 (19.85%) Telecoms
19 26 (19.85%) Objective-C
19 26 (19.85%) Mobile Development
19 26 (19.85%) Apache Spark
20 25 (19.08%) XML

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 26 (19.85%) Apache Spark
2 24 (18.32%) Elasticsearch
3 23 (17.56%) Apache Pig
4 15 (11.45%) SAS
5 12 (9.16%) WebLogic
6 8 (6.11%) JBoss
7 7 (5.34%) Apache
8 6 (4.58%) Confluence
8 6 (4.58%) Node.js
8 6 (4.58%) Tomcat
9 1 (0.76%) WebSphere
Applications
1 6 (4.58%) MS Excel
1 6 (4.58%) MS Office
1 6 (4.58%) MS PowerPoint
1 6 (4.58%) MS Visio
Cloud Services
1 10 (7.63%) Amazon AWS
1 10 (7.63%) Amazon S3
2 6 (4.58%) Cloud Computing
3 1 (0.76%) GitHub
Communications & Networking
1 18 (13.74%) Firewall
2 17 (12.98%) Internet
3 12 (9.16%) TCP/IP
4 8 (6.11%) SSL
5 6 (4.58%) LAN
5 6 (4.58%) Network Security
5 6 (4.58%) SAN
5 6 (4.58%) WAN
6 3 (2.29%) HTTPS
Database & Business Intelligence
1 70 (53.44%) Hadoop
2 32 (24.43%) MongoDB
2 32 (24.43%) MySQL
3 24 (18.32%) Apache Hive
4 20 (15.27%) NoSQL
5 19 (14.50%) Data Mining
6 18 (13.74%) Apache Accumulo
7 17 (12.98%) Neo4j
8 12 (9.16%) Amazon Redshift
8 12 (9.16%) Parquet
8 12 (9.16%) QlikView
9 11 (8.40%) Impala
10 8 (6.11%) Relational Database
10 8 (6.11%) SQL Server
11 7 (5.34%) RDBMS
12 5 (3.82%) Apache Cassandra
12 5 (3.82%) IBM InfoSphere
13 4 (3.05%) Oracle Database
13 4 (3.05%) Oracle Database 11g
13 4 (3.05%) OrientDB
Development Applications
1 10 (7.63%) Jenkins
2 9 (6.87%) Git (software)
3 8 (6.11%) JIRA
4 7 (5.34%) LoadRunner
4 7 (5.34%) Selenium
5 6 (4.58%) RSpec
6 3 (2.29%) JUnit
7 2 (1.53%) Ant
7 2 (1.53%) ClearCase
7 2 (1.53%) Eclipse
7 2 (1.53%) Hudson
7 2 (1.53%) Visual Studio
8 1 (0.76%) Atlassian Bamboo
8 1 (0.76%) Bitbucket
8 1 (0.76%) Cucumber
8 1 (0.76%) JBehave
8 1 (0.76%) JMeter
8 1 (0.76%) Rational DOORS
General
1 26 (19.85%) Telecoms
2 7 (5.34%) Finance
Job Titles
1 29 (22.14%) Developer
2 23 (17.56%) Software Engineer
3 20 (15.27%) Analyst
4 17 (12.98%) Data Scientist
5 16 (12.21%) Consultant
5 16 (12.21%) Systems Engineer
6 14 (10.69%) DV Cleared Technical Consultant
6 14 (10.69%) SC Cleared Technical Consultant
6 14 (10.69%) Technical Consultant
7 13 (9.92%) Java Engineer
8 11 (8.40%) Analyst Developer
8 11 (8.40%) Big Data Engineer
8 11 (8.40%) Data Analyst
9 8 (6.11%) Architect
9 8 (6.11%) Java Developer
9 8 (6.11%) Software Test Engineer
9 8 (6.11%) Test Engineer
10 7 (5.34%) Test Manager
11 6 (4.58%) Network Engineer
11 6 (4.58%) Test Analyst
Libraries, Frameworks & Software Standards
1 25 (19.08%) XML
2 20 (15.27%) Spring
3 19 (14.50%) HTML
4 17 (12.98%) Hibernate
4 17 (12.98%) Java EE
5 13 (9.92%) EJB
6 12 (9.16%) J2EE
6 12 (9.16%) JSON
6 12 (9.16%) Kafka
6 12 (9.16%) STL
7 11 (8.40%) Spark Streaming
8 7 (5.34%) CSS
8 7 (5.34%) CSS3
8 7 (5.34%) HTML5
9 6 (4.58%) AngularJS
9 6 (4.58%) Apache Camel
9 6 (4.58%) ELK Stack
9 6 (4.58%) Middleware
9 6 (4.58%) Web Services
10 5 (3.82%) ZeroMQ
Miscellaneous
1 40 (30.53%) Cybercrime
2 36 (27.48%) Visualisation
3 18 (13.74%) Analytical Skills
4 17 (12.98%) Cyberthreat
4 17 (12.98%) Management Information System
5 16 (12.21%) Mathematics
6 15 (11.45%) Algorithms
7 14 (10.69%) iPhone
8 13 (9.92%) Internet of Things
9 12 (9.16%) Security Operations Centre
10 10 (7.63%) Computer Science
10 10 (7.63%) Physics
11 8 (6.11%) Mobile App
12 6 (4.58%) Data Centre
12 6 (4.58%) PKI
12 6 (4.58%) User Experience
13 5 (3.82%) VHDL
14 3 (2.29%) Data Structures
15 2 (1.53%) Statistics
16 1 (0.76%) Artificial Intelligence
Operating Systems
1 46 (35.11%) Linux
2 40 (30.53%) Android
3 39 (29.77%) Windows
4 14 (10.69%) Windows Phone
5 12 (9.16%) Apple iOS
6 7 (5.34%) Unix
7 6 (4.58%) CentOS
7 6 (4.58%) Windows Server
8 5 (3.82%) Mac OS X
9 2 (1.53%) Red Hat Enterprise Linux
10 1 (0.76%) AIX
Processes & Methodologies
1 83 (63.36%) Cybersecurity
2 71 (54.20%) Agile Software Development
3 54 (41.22%) Software Engineering
4 42 (32.06%) Analytics
5 36 (27.48%) Data Analytics
5 36 (27.48%) Reverse Engineering
6 26 (19.85%) Mobile Development
7 23 (17.56%) Data Management
8 22 (16.79%) Automated Testing
9 20 (15.27%) Big Data Analytics
9 20 (15.27%) Continuous Integration
10 18 (13.74%) Open Source
11 17 (12.98%) Data Acquisition
11 17 (12.98%) Ethical Hacking
12 16 (12.21%) Data Analysis
12 16 (12.21%) Penetration Testing
12 16 (12.21%) Requirements Management
13 15 (11.45%) Scrum
13 15 (11.45%) Test Planning
13 15 (11.45%) User Acceptance Testing
Programming Languages
1 97 (74.05%) Java
2 61 (46.56%) C++
3 49 (37.40%) SQL
4 48 (36.64%) Python
5 40 (30.53%) JavaScript
6 39 (29.77%) C#
7 32 (24.43%) C
8 26 (19.85%) Objective-C
9 21 (16.03%) Scala
10 20 (15.27%) Bash Shell
11 12 (9.16%) R
11 12 (9.16%) Ruby
12 11 (8.40%) Perl
13 8 (6.11%) Shell Script
14 6 (4.58%) VB
15 4 (3.05%) PL/SQL
16 3 (2.29%) PHP
17 2 (1.53%) SAS Macro
Qualifications
1 95 (72.52%) Security Cleared
2 62 (47.33%) DV Cleared
3 27 (20.61%) SC Cleared
4 24 (18.32%) Degree
5 12 (9.16%) CCNA
5 12 (9.16%) Cisco Certification
5 12 (9.16%) CISSP
5 12 (9.16%) GIAC
5 12 (9.16%) Linux+ Certification
5 12 (9.16%) MCSE
5 12 (9.16%) Microsoft Certification
5 12 (9.16%) SANS
5 12 (9.16%) SSCP
6 9 (6.87%) Network+ Certification
7 7 (5.34%) ISEB
Quality Assurance & Compliance
1 6 (4.58%) QA
2 1 (0.76%) SLA
System Software
1 6 (4.58%) Apache Flume
1 6 (4.58%) Firmware
1 6 (4.58%) Hyper-V
1 6 (4.58%) VMware Infrastructure
2 5 (3.82%) Apache ZooKeeper
3 1 (0.76%) Docker
Systems Management
1 6 (4.58%) FortiGate
1 6 (4.58%) Kibana
1 6 (4.58%) logstash
Vendors
1 34 (25.95%) Oracle
2 12 (9.16%) Cisco
2 12 (9.16%) Hortonworks
2 12 (9.16%) HP
2 12 (9.16%) Tableau
3 11 (8.40%) TIBCO
4 8 (6.11%) Red Hat
5 7 (5.34%) VMware
6 6 (4.58%) ArcSight
6 6 (4.58%) Blue Coat
6 6 (4.58%) Dell
6 6 (4.58%) EMC
6 6 (4.58%) FireEye
6 6 (4.58%) Forcepoint
6 6 (4.58%) Intel
6 6 (4.58%) Juniper
6 6 (4.58%) Microsoft
6 6 (4.58%) Palo Alto
7 5 (3.82%) Atlassian
7 5 (3.82%) IBM
Gloucester, Gloucestershire
Raytheon
Salary: Salary Negotiable + Bonus & Benefits
Posted: Yesterday
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Posted: 2 days ago
Cheltenham
People Source Consulting
Salary: £25000 - £45000 per annum + Excellent Benefits+Bonuses
Posted: 9 days ago