The table below looks at the statistics for Big Data skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 73 150 175
Rank change year-on-year
+77 +25
Permanent jobs citing Big Data 214 104 64
As % of all permanent IT jobs located in the South West 3.80% 1.76% 1.03%
As % of the Database & Business Intelligence category 12.31% 5.53% 3.08%
Number of salaries quoted 166 75 56
Median salary £55,000 £50,000 £47,500
Median salary % change year-on-year
+10.00% +5.26%
90% offered a salary of more than £35,250 £35,750 £27,500
10% offered a salary of more than £80,000 £75,000 £60,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
England

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 South West region.

Database & Business Intelligence Category
South West
Permanent IT job ads with a match in the
Database & Business Intelligence category
1739 1880 2079
As % of all permanent IT jobs located in the South West 30.90% 31.81% 33.53%
Number of salaries quoted 1468 1606 1771
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in the South West

The demand trend of job ads across the South West 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 the South West

Big Data
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the South West region.

Big Data Salary Trend in the South West

Big Data
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Big Data across the South West region over the 3 months to 26 August 2016.

Big Data Salary Histogram in the South West

Big Data
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the South West region over the 3 months to 26 August 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
Gloucestershire +53 97 £55,000 -15.38% 12
Bristol +8 56 £67,500 +35.00% 2
Somerset +12 29 £42,000 -6.66% 6
Dorset +23 19 £80,000 +77.77% 3
Devon +2 7 £80,000 +220.00% 1
Wiltshire +5 3 £67,500 +35.00% 5
Big Data
England

Big Data
Top 30 Related IT Skills in the South West

For the 6 months to 26 August 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 South West region with a requirement for Big Data.

1 254 (66.67%) Java
2 191 (50.13%) Agile Software Development
3 154 (40.42%) Security Cleared
4 149 (39.11%) Python
5 143 (37.53%) Hadoop
6 129 (33.86%) Software Engineering
7 124 (32.55%) C++
8 121 (31.76%) Cybersecurity
9 111 (29.13%) JavaScript
10 101 (26.51%) SQL
11 100 (26.25%) DV Cleared
12 98 (25.72%) Analytics
13 95 (24.93%) Linux
14 92 (24.15%) Oracle
15 89 (23.36%) Apache Spark
16 84 (22.05%) C
16 84 (22.05%) MySQL
17 82 (21.52%) C#
18 81 (21.26%) MongoDB
19 78 (20.47%) Degree
20 74 (19.42%) Scrum
21 73 (19.16%) Android
21 73 (19.16%) Data Analytics
22 71 (18.64%) Visualisation
23 63 (16.54%) HTML
24 61 (16.01%) Spring
25 60 (15.75%) Telecoms
26 59 (15.49%) Finance
26 59 (15.49%) NoSQL
26 59 (15.49%) Apache Hive

Big Data
Top Related IT Skills in the South West 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 89 (23.36%) Apache Spark
2 49 (12.86%) Elasticsearch
3 47 (12.34%) Apache Pig
4 40 (10.50%) WebLogic
5 27 (7.09%) JBoss
6 25 (6.56%) SAS
7 24 (6.30%) Tomcat
8 21 (5.51%) Apache
9 18 (4.72%) WebSphere
10 15 (3.94%) Apache Solr
10 15 (3.94%) Jetty
11 9 (2.36%) OpenStack
12 7 (1.84%) Confluence
13 5 (1.31%) WebSphere Application Server
14 4 (1.05%) IIS
15 1 (0.26%) Cloud Foundry
Applications
1 9 (2.36%) MS Excel
2 8 (2.10%) MS Office
3 7 (1.84%) MS PowerPoint
4 6 (1.57%) MS Visio
5 4 (1.05%) SPSS
Business Applications
1 3 (0.79%) Oracle Cash Management
2 2 (0.52%) WebTrends
3 1 (0.26%) Magento
3 1 (0.26%) Oracle Retail
3 1 (0.26%) SAP Oil and Gas
Cloud Services
1 24 (6.30%) SaaS
2 18 (4.72%) Amazon AWS
3 9 (2.36%) Microsoft Azure
4 7 (1.84%) Cloud Computing
5 6 (1.57%) Amazon S3
6 2 (0.52%) GitHub
6 2 (0.52%) Google Analytics
6 2 (0.52%) IaaS
6 2 (0.52%) PaaS
7 1 (0.26%) AWS Elastic Beanstalk
7 1 (0.26%) Heroku
Communications & Networking
1 21 (5.51%) SSL
2 17 (4.46%) Firewall
3 16 (4.20%) Internet
3 16 (4.20%) TCP/IP
4 14 (3.67%) HTTP
5 11 (2.89%) HTTPS
6 10 (2.62%) Network Security
7 6 (1.57%) LAN
7 6 (1.57%) SAN
7 6 (1.57%) WAN
8 4 (1.05%) 4G
8 4 (1.05%) PSTN
8 4 (1.05%) Wi-Fi
9 1 (0.26%) InfiniBand
Database & Business Intelligence
1 143 (37.53%) Hadoop
2 84 (22.05%) MySQL
3 81 (21.26%) MongoDB
4 59 (15.49%) Apache Hive
4 59 (15.49%) NoSQL
5 38 (9.97%) SQL Server
6 35 (9.19%) Relational Database
7 25 (6.56%) Neo4j
8 24 (6.30%) Apache Accumulo
9 22 (5.77%) Apache Cassandra
10 18 (4.72%) Data Mining
10 18 (4.72%) RDBMS
11 17 (4.46%) PostgreSQL
11 17 (4.46%) QlikView
12 16 (4.20%) Amazon Redshift
12 16 (4.20%) Parquet
13 15 (3.94%) Impala
14 11 (2.89%) OrientDB
15 7 (1.84%) Couchbase
15 7 (1.84%) Redis
Development Applications
1 15 (3.94%) Git (software)
2 13 (3.41%) JIRA
3 10 (2.62%) Jenkins
4 9 (2.36%) Eclipse
4 9 (2.36%) Selenium
5 7 (1.84%) Maven
6 6 (1.57%) LoadRunner
6 6 (1.57%) RSpec
6 6 (1.57%) Team Foundation Server
7 5 (1.31%) JUnit
8 4 (1.05%) Atlassian Bamboo
8 4 (1.05%) Bitbucket
9 3 (0.79%) CodeSonar
9 3 (0.79%) git-flow
9 3 (0.79%) Hudson
9 3 (0.79%) Robot Framework
10 2 (0.52%) Ant
10 2 (0.52%) Bower
10 2 (0.52%) ClearCase
10 2 (0.52%) Visual Studio
General
1 60 (15.75%) Telecoms
2 59 (15.49%) Finance
3 48 (12.60%) Retail
4 22 (5.77%) Banking
5 21 (5.51%) Games
6 6 (1.57%) Investment Banking
6 6 (1.57%) Marketing
7 5 (1.31%) Manufacturing
8 3 (0.79%) Financial Institution
9 2 (0.52%) Advertising
9 2 (0.52%) Billing
10 1 (0.26%) Electronics
10 1 (0.26%) Local Government
Job Titles
1 105 (27.56%) Developer
2 83 (21.78%) Software Engineer
3 55 (14.44%) Architect
4 48 (12.60%) Java Developer
5 41 (10.76%) Java Engineer
6 38 (9.97%) Analyst
6 38 (9.97%) Java Software Engineer
7 27 (7.09%) Data Scientist
8 24 (6.30%) Consultant
9 22 (5.77%) Software Developer
10 21 (5.51%) Systems Engineer
11 18 (4.72%) Data Analyst
11 18 (4.72%) Infrastructure Architect
12 17 (4.46%) Senior Developer
13 16 (4.20%) IT Architect
14 15 (3.94%) Analyst Developer
14 15 (3.94%) C++ Software Engineer
14 15 (3.94%) Data Architect
14 15 (3.94%) Software Test Engineer
14 15 (3.94%) Test Engineer
Libraries, Frameworks & Software Standards
1 63 (16.54%) HTML
2 61 (16.01%) Spring
3 56 (14.70%) AngularJS
4 50 (13.12%) Hibernate
5 46 (12.07%) HTML5
6 39 (10.24%) Java EE
7 35 (9.19%) Node.js
8 33 (8.66%) J2EE
9 31 (8.14%) CSS
10 29 (7.61%) XML
11 27 (7.09%) CSS3
12 25 (6.56%) EJB
12 25 (6.56%) LAMP
12 25 (6.56%) React
13 23 (6.04%) .NET
14 20 (5.25%) jQuery
14 20 (5.25%) Kafka
14 20 (5.25%) STL
15 19 (4.99%) Apache Camel
15 19 (4.99%) Middleware
Miscellaneous
1 71 (18.64%) Visualisation
2 58 (15.22%) Computer Science
3 52 (13.65%) Analytical Skills
4 32 (8.40%) Cybercrime
5 26 (6.82%) Cyberthreat
5 26 (6.82%) iPhone
6 24 (6.30%) Digital Media
6 24 (6.30%) Mathematics
7 20 (5.25%) Algorithms
8 19 (4.99%) PKI
8 19 (4.99%) User Experience
9 17 (4.46%) Enterprise Software
10 16 (4.20%) Management Information System
11 12 (3.15%) Security Operations Centre
12 11 (2.89%) Internet of Things
13 10 (2.62%) Artificial Intelligence
14 9 (2.36%) Mobile App
15 8 (2.10%) Blockchain
15 8 (2.10%) Foreign Exchange (FX)
15 8 (2.10%) Physics
Operating Systems
1 95 (24.93%) Linux
2 73 (19.16%) Android
3 58 (15.22%) Windows
4 30 (7.87%) Apple iOS
5 23 (6.04%) Windows Phone
6 13 (3.41%) Unix
7 10 (2.62%) Windows Server
8 6 (1.57%) CentOS
9 5 (1.31%) Mac OS X
10 4 (1.05%) Windows Server 2003
11 3 (0.79%) AIX
12 2 (0.52%) Red Hat Enterprise Linux
13 1 (0.26%) Oracle Linux
Processes & Methodologies
1 191 (50.13%) Agile Software Development
2 129 (33.86%) Software Engineering
3 121 (31.76%) Cybersecurity
4 98 (25.72%) Analytics
5 74 (19.42%) Scrum
6 73 (19.16%) Data Analytics
7 52 (13.65%) Mobile Development
8 46 (12.07%) Data Analysis
9 43 (11.29%) Open Source
10 42 (11.02%) Machine Learning
11 40 (10.50%) Automated Testing
12 39 (10.24%) Mentoring
13 37 (9.71%) Continuous Integration
14 36 (9.45%) Big Data Analytics
15 35 (9.19%) Android Development
15 35 (9.19%) iOS Development
15 35 (9.19%) Reverse Engineering
16 34 (8.92%) Business Intelligence
16 34 (8.92%) OO
16 34 (8.92%) UML
Programming Languages
1 254 (66.67%) Java
2 149 (39.11%) Python
3 124 (32.55%) C++
4 111 (29.13%) JavaScript
5 101 (26.51%) SQL
6 84 (22.05%) C
7 82 (21.52%) C#
8 46 (12.07%) Perl
9 42 (11.02%) Scala
10 39 (10.24%) Bash Shell
11 37 (9.71%) Objective-C
11 37 (9.71%) R
12 25 (6.56%) Ruby
13 19 (4.99%) PHP
14 15 (3.94%) MATLAB
15 14 (3.67%) Go
16 10 (2.62%) Shell Script
17 6 (1.57%) PL/SQL
17 6 (1.57%) VB
18 4 (1.05%) Embedded C
Qualifications
1 154 (40.42%) Security Cleared
2 100 (26.25%) DV Cleared
3 78 (20.47%) Degree
4 40 (10.50%) SC Cleared
5 23 (6.04%) PhD
6 11 (2.89%) CCNA
6 11 (2.89%) Cisco Certification
6 11 (2.89%) CISSP
6 11 (2.89%) GIAC
6 11 (2.89%) Linux+ Certification
6 11 (2.89%) MCSE
6 11 (2.89%) Microsoft Certification
6 11 (2.89%) Network+ Certification
6 11 (2.89%) SANS
6 11 (2.89%) SSCP
7 6 (1.57%) ISEB
8 5 (1.31%) CompTIA Security+
8 5 (1.31%) Security+ Certification
9 4 (1.05%) BPSS Clearance
10 2 (0.52%) PRINCE2 Certification
Quality Assurance & Compliance
1 7 (1.84%) ISO 9001
2 6 (1.57%) QA
3 5 (1.31%) ISO 14001
4 1 (0.26%) Data Quality
System Software
1 18 (4.72%) VMware Infrastructure
2 17 (4.46%) Hyper-V
3 6 (1.57%) Apache Flume
3 6 (1.57%) Apache ZooKeeper
3 6 (1.57%) Docker
3 6 (1.57%) Firmware
4 3 (0.79%) vSphere
Systems Management
1 15 (3.94%) Puppet
2 14 (3.67%) Opscode Chef
3 13 (3.41%) Kibana
3 13 (3.41%) logstash
4 12 (3.15%) Ansible
5 11 (2.89%) Salt
6 6 (1.57%) FortiGate
7 4 (1.05%) Hadoop YARN
8 1 (0.26%) Nagios
Vendors
1 92 (24.15%) Oracle
2 23 (6.04%) Cisco
3 19 (4.99%) VMware
4 16 (4.20%) Hortonworks
4 16 (4.20%) Tableau
5 15 (3.94%) Microsoft
5 15 (3.94%) TIBCO
6 12 (3.15%) HP
7 10 (2.62%) Atlassian
8 9 (2.36%) Red Hat
9 7 (1.84%) EMC
9 7 (1.84%) Intel
10 6 (1.57%) ArcSight
10 6 (1.57%) Blue Coat
10 6 (1.57%) Dell
10 6 (1.57%) FireEye
10 6 (1.57%) Forcepoint
10 6 (1.57%) Juniper
10 6 (1.57%) Palo Alto
11 5 (1.31%) Cloudera
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 19 hours ago
Gloucestershire
Informatiq Consulting
Salary: £30000 - £60000 per annum + Benefits
Posted: 20 hours ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: Yesterday
Gloucester, Gloucestershire
Informatiq Consulting
Salary: Pension + Medical
Posted: 22 hours ago
Bournemouth, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Taunton, Somerset
Applause IT Innovation
Salary: £48000 per annum + pension + government benefits
Posted: 2 days ago
Taunton, Somerset
Redrock Consulting Ltd
Salary: £38000 - £49056.00 per annum + 20% pension
Posted: 3 days ago
Taunton, Somerset
Applause IT Innovation
Salary: £35000 - £50000 per annum + benefits
Posted: 2 days ago
Tewkesbury, Gloucestershire
Evolution Recruitment Solutions
Salary: 50,000 - 65,000
Posted: 23 hours ago
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: 3 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: Yesterday
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 2 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 2 days ago
Gloucestershire
Churchill Frank International
Salary: £26000 - £35000 per annum + BENEFITS & PENSION
Posted: 5 days ago
Chippenham, Wiltshire
Evolution Recruitment Solutions
Salary: 25,000 - 30,000 + Benefits
Posted: 4 days ago
Cheltenham, Gloucestershire
Sanderson
Salary: £45000 - £65000 per annum + Benefits
Posted: 3 days ago
Bristol, Avon
The People Network
Salary: £60000 - £100000 per annum + 10% Bonus, Health, Pension + More
Posted: 3 days ago
Bristol, Avon
The People Network
Salary: £60000 - £100000 per annum + 10% bonus, pension, medical
Posted: 3 days ago
Taunton
Applause IT Ltd
Salary: £27000 - £35000 per annum + benefits
Posted: 10 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 75,000 + excellent benefits
Posted: 4 days ago
Exeter
Churchill Frank International
Salary: £40000 - £60000 per annum
Posted: 13 days ago
Taunton
Applause IT Ltd
Salary: £32000 - £48000 per annum + benefits
Posted: 9 days ago
Gloucester, Gloucestershire
CGI
Salary: £28000 - £50000 per annum + benefits
Posted: 10 days ago
Swindon
Computer Futures
Salary: £40000 - £65000 per annum + Car Allowance, Pension
Posted: 4 days ago
Bath
Computer Futures
Salary: £70000 - £90000 per annum + competitive
Posted: 22 days ago