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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Big Data
South West / Gloucestershire
Rank 46 47 94
Rank change year-on-year
+1 +47
Permanent jobs citing Big Data 66 49 3
As % of all permanent IT jobs located in Gloucestershire 7.25% 5.29% 0.31%
As % of the Database & Business Intelligence category 22.76% 18.01% 0.88%
Number of salaries quoted 45 34 1
Median salary £53,250 £55,000 £55,000
Median salary % change year-on-year
-3.18% -
UK excluding London median salary £55,000 £51,750 £50,000
% change year-on-year
+6.28% +3.50%

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
290 272 339
As % of all permanent IT jobs located in Gloucestershire 31.87% 29.37% 34.66%
Number of salaries quoted 238 209 286
Median salary £50,000 £40,000 £45,000
Median salary % change year-on-year
+25.00% -11.11%
90% offered a salary of more than £32,500 £27,500 £30,000
10% offered a salary of more than £82,500 £62,500 £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 22 February 2017.

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 22 February 2017. 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 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 -12 15 £55,000 - 1
Gloucester -2 7 £54,000 -
Tewkesbury - 2 £65,000 -
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 22 February 2017, 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.

1 130 (88.44%) Security Cleared
2 113 (76.87%) Java
3 105 (71.43%) Software Engineering
4 91 (61.90%) C++
5 90 (61.22%) Agile Software Development
5 90 (61.22%) Cybersecurity
6 85 (57.82%) DV Cleared
7 75 (51.02%) C
8 73 (49.66%) Hadoop
9 68 (46.26%) C#
10 64 (43.54%) JavaScript
11 63 (42.86%) Python
12 51 (34.69%) Java EE
13 49 (33.33%) Linux
14 47 (31.97%) Apache Hive
15 46 (31.29%) Apache Pig
16 44 (29.93%) Android
16 44 (29.93%) Spring
16 44 (29.93%) Hibernate
17 41 (27.89%) MongoDB
18 40 (27.21%) HTML
19 39 (26.53%) SQL
19 39 (26.53%) Objective-C
19 39 (26.53%) Reverse Engineering
19 39 (26.53%) Degree
20 38 (25.85%) Visualisation
20 38 (25.85%) J2EE
21 37 (25.17%) Mobile Development
22 36 (24.49%) WebLogic
23 34 (23.13%) MySQL

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 46 (31.29%) Apache Pig
2 36 (24.49%) WebLogic
3 31 (21.09%) Elasticsearch
4 21 (14.29%) Apache Spark
5 11 (7.48%) JBoss
6 9 (6.12%) WebSphere
7 6 (4.08%) Apache
8 4 (2.72%) Oracle SOA Suite
9 3 (2.04%) Confluence
10 2 (1.36%) Alfresco
10 2 (1.36%) Documentum
10 2 (1.36%) SharePoint
10 2 (1.36%) Tomcat
Applications
1 2 (1.36%) MS Excel
Cloud Services
1 7 (4.76%) Amazon AWS
1 7 (4.76%) Amazon S3
2 4 (2.72%) GitHub
3 2 (1.36%) iPaaS
3 2 (1.36%) Microsoft Azure
3 2 (1.36%) PaaS
4 1 (0.68%) SaaS
Communications & Networking
1 22 (14.97%) Internet
2 15 (10.20%) TCP/IP
3 14 (9.52%) SSL
4 13 (8.84%) Firewall
5 11 (7.48%) HTTP
6 7 (4.76%) HTTPS
6 7 (4.76%) LAN
6 7 (4.76%) WAN
7 2 (1.36%) Network Security
8 1 (0.68%) DNS
Database & Business Intelligence
1 73 (49.66%) Hadoop
2 47 (31.97%) Apache Hive
3 41 (27.89%) MongoDB
4 34 (23.13%) MySQL
5 19 (12.93%) Data Mining
6 16 (10.88%) Relational Database
7 14 (9.52%) NoSQL
7 14 (9.52%) RDBMS
8 11 (7.48%) OrientDB
9 5 (3.40%) SQL Server
10 3 (2.04%) Apache Cassandra
11 2 (1.36%) Apache Accumulo
11 2 (1.36%) Data Lake
11 2 (1.36%) EDRMS
11 2 (1.36%) GIS
11 2 (1.36%) Neo4j
11 2 (1.36%) Oracle Reports
Development Applications
1 11 (7.48%) Git (software)
1 11 (7.48%) JIRA
2 5 (3.40%) Atlassian Bamboo
2 5 (3.40%) Bitbucket
2 5 (3.40%) CodeSonar
2 5 (3.40%) git-flow
2 5 (3.40%) Robot Framework
2 5 (3.40%) Selenium
3 4 (2.72%) JUnit
4 3 (2.04%) Mercurial
4 3 (2.04%) Subversion
5 2 (1.36%) Hudson
5 2 (1.36%) Jenkins
General
1 24 (16.33%) Games
2 13 (8.84%) Local Government
3 10 (6.80%) Telecoms
4 9 (6.12%) Finance
5 6 (4.08%) Marketing
6 1 (0.68%) Advertising
6 1 (0.68%) Electronics
6 1 (0.68%) Manufacturing
Job Titles
1 63 (42.86%) Software Engineer
2 30 (20.41%) Developer
2 30 (20.41%) Java Engineer
2 30 (20.41%) Java Software Engineer
3 28 (19.05%) Consultant
4 18 (12.24%) C# Software Engineer
4 18 (12.24%) C++ Software Engineer
5 16 (10.88%) Systems Engineer
6 12 (8.16%) Software Consultant
7 11 (7.48%) Architect
7 11 (7.48%) C# Developer
7 11 (7.48%) Software Developer
8 9 (6.12%) Big Data Engineer
8 9 (6.12%) Data Engineer
8 9 (6.12%) Python Software Engineer
8 9 (6.12%) Technical Consultant
9 8 (5.44%) Developer/Software Engineer
9 8 (5.44%) Lead Software Engineer
10 6 (4.08%) Java Developer
11 5 (3.40%) Java Consultant
Libraries, Frameworks & Software Standards
1 51 (34.69%) Java EE
2 44 (29.93%) Hibernate
2 44 (29.93%) Spring
3 40 (27.21%) HTML
4 38 (25.85%) J2EE
5 32 (21.77%) STL
6 30 (20.41%) CSS
7 28 (19.05%) HTML5
8 27 (18.37%) EJB
9 25 (17.01%) CSS3
10 21 (14.29%) LAMP
10 21 (14.29%) Node.js
11 20 (13.61%) jQuery
12 15 (10.20%) Apache Camel
13 14 (9.52%) AngularJS
13 14 (9.52%) Middleware
14 11 (7.48%) REST
14 11 (7.48%) Web Services
15 10 (6.80%) XML
16 9 (6.12%) Java SE
Miscellaneous
1 19 (12.93%) Algorithms
2 18 (12.24%) Cybercrime
3 16 (10.88%) Internet of Things
4 15 (10.20%) Analytical Skills
4 15 (10.20%) PKI
5 11 (7.48%) Management Information System
6 10 (6.80%) Cyber Defence
6 10 (6.80%) iPhone
7 8 (5.44%) Computer Science
8 3 (2.04%) Wiki
9 2 (1.36%) Cyberthreat
9 2 (1.36%) Mobile App
9 2 (1.36%) Social Media
9 2 (1.36%) User Experience
10 1 (0.68%) Cyber Attack
10 1 (0.68%) Virtual Team
Operating Systems
1 49 (33.33%) Linux
2 44 (29.93%) Android
3 32 (21.77%) Apple iOS
4 21 (14.29%) Windows
5 11 (7.48%) Unix
6 9 (6.12%) AIX
6 9 (6.12%) Windows Phone
7 5 (3.40%) Mac OS X
8 1 (0.68%) Oracle Linux
Processes & Methodologies
1 105 (71.43%) Software Engineering
2 90 (61.22%) Agile Software Development
2 90 (61.22%) Cybersecurity
3 39 (26.53%) Reverse Engineering
4 38 (25.85%) Visualisation
5 37 (25.17%) Mobile Development
6 32 (21.77%) Multithreading
7 31 (21.09%) User Stories
8 28 (19.05%) MODAF
8 28 (19.05%) Penetration Testing
9 24 (16.33%) Analytics
9 24 (16.33%) Coaching
9 24 (16.33%) Mentoring
9 24 (16.33%) TOGAF
10 22 (14.97%) Scrum
11 21 (14.29%) Data Analytics
11 21 (14.29%) Ethical Hacking
12 20 (13.61%) DevOps
13 16 (10.88%) Stakeholder Engagement
14 14 (9.52%) Time Management
Programming Languages
1 113 (76.87%) Java
2 91 (61.90%) C++
3 75 (51.02%) C
4 68 (46.26%) C#
5 64 (43.54%) JavaScript
6 63 (42.86%) Python
7 39 (26.53%) Objective-C
7 39 (26.53%) SQL
8 17 (11.56%) Perl
9 15 (10.20%) Ruby
10 9 (6.12%) Bash Shell
11 8 (5.44%) PHP
12 6 (4.08%) Scala
13 5 (3.40%) Embedded C
13 5 (3.40%) PowerShell
14 2 (1.36%) PL/SQL
15 1 (0.68%) R
Qualifications
1 130 (88.44%) Security Cleared
2 85 (57.82%) DV Cleared
3 39 (26.53%) Degree
4 28 (19.05%) SC Cleared
5 12 (8.16%) CCNA
5 12 (8.16%) Cisco Certification
5 12 (8.16%) CISSP
5 12 (8.16%) GIAC
5 12 (8.16%) Linux+ Certification
5 12 (8.16%) MCSE
5 12 (8.16%) Microsoft Certification
5 12 (8.16%) Network+ Certification
5 12 (8.16%) SANS
5 12 (8.16%) SSCP
6 5 (3.40%) CompTIA Security+
6 5 (3.40%) Security+ Certification
Quality Assurance & Compliance
1 2 (1.36%) COBIT
System Software
1 14 (9.52%) Hyper-V
1 14 (9.52%) VMware Infrastructure
2 5 (3.40%) Docker
2 5 (3.40%) vSphere
3 3 (2.04%) Apache ZooKeeper
Systems Management
1 7 (4.76%) Puppet
2 5 (3.40%) Salt
3 3 (2.04%) Hadoop YARN
3 3 (2.04%) Opscode Chef
Vendors
1 33 (22.45%) Oracle
2 14 (9.52%) VMware
3 7 (4.76%) Microsoft
4 6 (4.08%) Cisco
5 5 (3.40%) Atlassian
6 2 (1.36%) Cloudera
6 2 (1.36%) ESRI
6 2 (1.36%) Hortonworks
6 2 (1.36%) IBM
6 2 (1.36%) MapR
6 2 (1.36%) OpenText
6 2 (1.36%) Red Hat
7 1 (0.68%) Zend
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 2 days ago