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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Big Data
South West / Gloucestershire
Rank 34 45 98
Rank change year-on-year
+11 +53
Permanent jobs citing Big Data 77 49 3
As % of all permanent IT jobs located in Gloucestershire 7.48% 5.52% 0.28%
As % of the Database & Business Intelligence category 23.77% 18.63% 0.78%
Number of salaries quoted 52 35 3
Median salary £54,000 £55,000 £55,000
Median salary % change year-on-year
-1.81% -
90% offered a salary of more than £38,000 £47,500 £43,000
10% offered a salary of more than £64,000 £75,000 £57,000
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
324 263 384
As % of all permanent IT jobs located in Gloucestershire 31.49% 29.62% 35.62%
Number of salaries quoted 271 215 336
Median salary £50,000 £40,000 £42,500
Median salary % change year-on-year
+25.00% -5.88%
90% offered a salary of more than £35,000 £27,500 £30,000
10% offered a salary of more than £65,000 £52,500 £65,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 23 January 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 23 January 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 -6 27 £55,000 - 1
Gloucester -8 8 £54,000 - 1
Tewkesbury - 2 £65,000 -
Big Data
South West

Big Data
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 23 January 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.

1 150 (89.82%) Security Cleared
2 128 (76.65%) Java
3 120 (71.86%) Software Engineering
4 109 (65.27%) C++
5 106 (63.47%) Cybersecurity
6 98 (58.68%) Agile Software Development
7 97 (58.08%) DV Cleared
8 84 (50.30%) C
9 79 (47.31%) C#
10 77 (46.11%) Hadoop
11 76 (45.51%) JavaScript
12 75 (44.91%) Python
13 68 (40.72%) Linux
14 62 (37.13%) Java EE
15 59 (35.33%) Spring
15 59 (35.33%) Hibernate
16 57 (34.13%) Android
17 54 (32.34%) Apache Hive
18 52 (31.14%) Apache Pig
19 51 (30.54%) Reverse Engineering
19 51 (30.54%) Visualisation
20 50 (29.94%) HTML
21 49 (29.34%) Mobile Development
22 48 (28.74%) Objective-C
23 46 (27.54%) MongoDB
23 46 (27.54%) Degree
24 45 (26.95%) SQL
25 44 (26.35%) MySQL
26 43 (25.75%) J2EE
27 41 (24.55%) Oracle

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 52 (31.14%) Apache Pig
2 41 (24.55%) WebLogic
3 36 (21.56%) Elasticsearch
4 24 (14.37%) Apache Spark
5 11 (6.59%) JBoss
6 9 (5.39%) WebSphere
7 8 (4.79%) Apache
8 4 (2.40%) Oracle SOA Suite
9 3 (1.80%) Confluence
10 2 (1.20%) Alfresco
10 2 (1.20%) Documentum
10 2 (1.20%) SharePoint
10 2 (1.20%) Tomcat
Applications
1 2 (1.20%) MS Excel
Cloud Services
1 5 (2.99%) Amazon AWS
1 5 (2.99%) Amazon S3
2 3 (1.80%) GitHub
3 2 (1.20%) iPaaS
3 2 (1.20%) Microsoft Azure
3 2 (1.20%) PaaS
4 1 (0.60%) SaaS
Communications & Networking
1 20 (11.98%) TCP/IP
2 19 (11.38%) SSL
3 18 (10.78%) Firewall
4 16 (9.58%) HTTP
5 15 (8.98%) Internet
6 11 (6.59%) HTTPS
7 7 (4.19%) LAN
7 7 (4.19%) WAN
8 4 (2.40%) 4G
8 4 (2.40%) PSTN
8 4 (2.40%) Wi-Fi
9 2 (1.20%) Network Security
10 1 (0.60%) DNS
Database & Business Intelligence
1 77 (46.11%) Hadoop
2 54 (32.34%) Apache Hive
3 46 (27.54%) MongoDB
4 44 (26.35%) MySQL
5 23 (13.77%) Relational Database
6 22 (13.17%) Data Mining
7 21 (12.57%) RDBMS
8 14 (8.38%) NoSQL
9 11 (6.59%) OrientDB
10 6 (3.59%) SQL Server
11 2 (1.20%) Apache Accumulo
11 2 (1.20%) Apache Cassandra
11 2 (1.20%) Data Lake
11 2 (1.20%) EDRMS
11 2 (1.20%) GIS
11 2 (1.20%) Neo4j
11 2 (1.20%) Oracle Reports
Development Applications
1 12 (7.19%) JIRA
2 11 (6.59%) Git (software)
3 6 (3.59%) Atlassian Bamboo
3 6 (3.59%) Bitbucket
3 6 (3.59%) CodeSonar
3 6 (3.59%) git-flow
3 6 (3.59%) Robot Framework
3 6 (3.59%) Selenium
4 3 (1.80%) JUnit
4 3 (1.80%) Mercurial
4 3 (1.80%) Subversion
5 2 (1.20%) Hudson
5 2 (1.20%) Jenkins
General
1 27 (16.17%) Games
2 13 (7.78%) Telecoms
3 9 (5.39%) Finance
3 9 (5.39%) Local Government
4 4 (2.40%) Marketing
5 1 (0.60%) Advertising
5 1 (0.60%) Electronics
5 1 (0.60%) Manufacturing
Job Titles
1 78 (46.71%) Software Engineer
2 34 (20.36%) Java Engineer
2 34 (20.36%) Java Software Engineer
3 31 (18.56%) Developer
4 28 (16.77%) Consultant
5 21 (12.57%) C# Software Engineer
5 21 (12.57%) C++ Software Engineer
6 16 (9.58%) Systems Engineer
7 14 (8.38%) Architect
8 13 (7.78%) Software Developer
8 13 (7.78%) Technical Consultant
9 11 (6.59%) C# Developer
9 11 (6.59%) Lead Software Engineer
9 11 (6.59%) Python Software Engineer
10 10 (5.99%) Software Consultant
11 9 (5.39%) Big Data Engineer
11 9 (5.39%) Data Engineer
11 9 (5.39%) Developer/Software Engineer
12 7 (4.19%) J2EE Software Engineer
12 7 (4.19%) Java J2EE Software Engineer
Libraries, Frameworks & Software Standards
1 62 (37.13%) Java EE
2 59 (35.33%) Hibernate
2 59 (35.33%) Spring
3 50 (29.94%) HTML
4 43 (25.75%) J2EE
5 37 (22.16%) STL
6 36 (21.56%) CSS
7 35 (20.96%) HTML5
8 32 (19.16%) CSS3
8 32 (19.16%) EJB
9 31 (18.56%) LAMP
10 30 (17.96%) Node.js
11 28 (16.77%) jQuery
12 24 (14.37%) Apache Camel
13 22 (13.17%) AngularJS
14 21 (12.57%) Middleware
15 14 (8.38%) XML
16 11 (6.59%) REST
16 11 (6.59%) Web Services
17 9 (5.39%) Java SE
Miscellaneous
1 51 (30.54%) Visualisation
2 25 (14.97%) Cybercrime
3 24 (14.37%) PKI
4 22 (13.17%) Algorithms
5 19 (11.38%) Analytical Skills
6 18 (10.78%) iPhone
7 12 (7.19%) Internet of Things
8 10 (5.99%) Cyber Defence
9 9 (5.39%) Management Information System
10 6 (3.59%) Computer Science
10 6 (3.59%) Mathematics
11 5 (2.99%) Physics
12 3 (1.80%) Cyberthreat
12 3 (1.80%) User Experience
12 3 (1.80%) Wiki
13 2 (1.20%) Artificial Intelligence
13 2 (1.20%) Mobile App
13 2 (1.20%) Social Media
14 1 (0.60%) Data Integration
14 1 (0.60%) Statistics
Operating Systems
1 68 (40.72%) Linux
2 57 (34.13%) Android
3 37 (22.16%) Apple iOS
4 31 (18.56%) Windows
5 17 (10.18%) Windows Phone
6 12 (7.19%) Unix
7 9 (5.39%) AIX
8 6 (3.59%) Mac OS X
9 1 (0.60%) Oracle Linux
Processes & Methodologies
1 120 (71.86%) Software Engineering
2 106 (63.47%) Cybersecurity
3 98 (58.68%) Agile Software Development
4 51 (30.54%) Reverse Engineering
5 49 (29.34%) Mobile Development
6 37 (22.16%) Multithreading
6 37 (22.16%) User Stories
7 32 (19.16%) Analytics
8 31 (18.56%) Penetration Testing
9 30 (17.96%) Scrum
10 29 (17.37%) Data Analytics
10 29 (17.37%) Ethical Hacking
10 29 (17.37%) MODAF
11 27 (16.17%) Coaching
11 27 (16.17%) Mentoring
12 26 (15.57%) DevOps
12 26 (15.57%) TOGAF
13 20 (11.98%) Time Management
14 18 (10.78%) Android Development
14 18 (10.78%) iOS Development
Programming Languages
1 128 (76.65%) Java
2 109 (65.27%) C++
3 84 (50.30%) C
4 79 (47.31%) C#
5 76 (45.51%) JavaScript
6 75 (44.91%) Python
7 48 (28.74%) Objective-C
8 45 (26.95%) SQL
9 27 (16.17%) Perl
10 24 (14.37%) Ruby
11 11 (6.59%) Bash Shell
12 9 (5.39%) PHP
13 7 (4.19%) Embedded C
14 6 (3.59%) PowerShell
15 4 (2.40%) Scala
16 2 (1.20%) PL/SQL
17 1 (0.60%) R
Qualifications
1 150 (89.82%) Security Cleared
2 97 (58.08%) DV Cleared
3 46 (27.54%) Degree
4 39 (23.35%) SC Cleared
5 17 (10.18%) CCNA
5 17 (10.18%) Cisco Certification
5 17 (10.18%) CISSP
5 17 (10.18%) GIAC
5 17 (10.18%) Linux+ Certification
5 17 (10.18%) MCSE
5 17 (10.18%) Microsoft Certification
5 17 (10.18%) Network+ Certification
5 17 (10.18%) SANS
5 17 (10.18%) SSCP
6 7 (4.19%) CompTIA Security+
6 7 (4.19%) Security+ Certification
System Software
1 21 (12.57%) Hyper-V
1 21 (12.57%) VMware Infrastructure
2 6 (3.59%) Docker
2 6 (3.59%) vSphere
3 3 (1.80%) Apache ZooKeeper
Systems Management
1 8 (4.79%) Puppet
2 6 (3.59%) Salt
3 3 (1.80%) Hadoop YARN
3 3 (1.80%) Opscode Chef
Vendors
1 41 (24.55%) Oracle
2 21 (12.57%) VMware
3 10 (5.99%) Cisco
4 8 (4.79%) Microsoft
5 7 (4.19%) Atlassian
6 2 (1.20%) Cloudera
6 2 (1.20%) ESRI
6 2 (1.20%) Hortonworks
6 2 (1.20%) IBM
6 2 (1.20%) MapR
6 2 (1.20%) OpenText
6 2 (1.20%) Red Hat
7 1 (0.60%) Zend
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 6 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 5 days ago