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

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Big Data
England / South West
Rank 70 102 192
Rank change year-on-year
+32 +90
Permanent jobs citing Big Data 210 162 58
As % of all permanent IT jobs located in the South West 4.12% 2.80% 0.97%
As % of the Database & Business Intelligence category 13.64% 8.03% 2.90%
Number of salaries quoted 170 125 52
Median salary £55,000 £50,000 £45,000
Median salary % change year-on-year
+10.00% +11.11%
90% offered a salary of more than £37,500 £40,000 £35,100
10% offered a salary of more than £65,000 £75,000 £60,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
1540 2017 2002
As % of all permanent IT jobs located in the South West 30.20% 34.85% 33.51%
Number of salaries quoted 1310 1712 1781
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 £29,000
10% offered a salary of more than £62,500 £52,000 £57,050
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 24 February 2017.

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 24 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
Bristol +22 85 £62,500 +38.88% 5
Gloucestershire +1 65 £54,000 -1.81% 4
Somerset +6 26 £40,000 -11.11% 4
Dorset +48 17 £40,000 +14.28% 2
Wiltshire +2 13 £62,500 +13.63%
Devon -3 5 £40,000 -66.66% 2
Big Data
England

Big Data
Top 30 Related IT Skills in the South West

For the 6 months to 24 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 South West region with a requirement for Big Data.

1 285 (67.06%) Agile Software Development
2 241 (56.71%) Java
3 162 (38.12%) Hadoop
4 158 (37.18%) C#
5 133 (31.29%) Security Cleared
6 131 (30.82%) Python
7 127 (29.88%) MongoDB
8 114 (26.82%) Software Engineering
9 110 (25.88%) Finance
10 109 (25.65%) .NET
11 108 (25.41%) JavaScript
12 106 (24.94%) NoSQL
13 98 (23.06%) AngularJS
14 92 (21.65%) C++
15 91 (21.41%) Amazon AWS
16 90 (21.18%) Apache Spark
17 89 (20.94%) Cybersecurity
17 89 (20.94%) Banking
18 88 (20.71%) Scrum
18 88 (20.71%) Oracle
19 83 (19.53%) DV Cleared
19 83 (19.53%) Mentoring
20 81 (19.06%) HTML
21 80 (18.82%) TDD
22 78 (18.35%) Analytics
23 77 (18.12%) Elasticsearch
24 76 (17.88%) Retail
25 75 (17.65%) SQL
25 75 (17.65%) MySQL
26 74 (17.41%) Project Management

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 90 (21.18%) Apache Spark
2 77 (18.12%) Elasticsearch
3 70 (16.47%) WebLogic
4 56 (13.18%) Apache Pig
5 51 (12.00%) Tomcat
6 49 (11.53%) Jetty
7 46 (10.82%) JBoss
8 43 (10.12%) WebSphere
9 34 (8.00%) Apache Solr
9 34 (8.00%) OpenStack
10 13 (3.06%) Apache
10 13 (3.06%) WebSphere Application Server
11 12 (2.82%) SAS
12 7 (1.65%) CMS
13 6 (1.41%) Oracle SOA Suite
14 4 (0.94%) SharePoint
15 3 (0.71%) Confluence
15 3 (0.71%) IIS
16 2 (0.47%) Alfresco
16 2 (0.47%) Documentum
Applications
1 8 (1.88%) SPSS
2 4 (0.94%) MS Excel
3 1 (0.24%) Adobe Illustrator
3 1 (0.24%) InVision
Business Applications
1 4 (0.94%) WebTrends
Cloud Services
1 91 (21.41%) Amazon AWS
2 71 (16.71%) Microsoft Azure
3 25 (5.88%) SaaS
4 12 (2.82%) Amazon S3
5 4 (0.94%) GitHub
6 3 (0.71%) Adobe Analytics
6 3 (0.71%) Amazon EC2
7 2 (0.47%) iPaaS
7 2 (0.47%) PaaS
8 1 (0.24%) Cloud Computing
8 1 (0.24%) G Suite
8 1 (0.24%) Google Analytics
8 1 (0.24%) Google App Engine
8 1 (0.24%) Google Cloud Platform
8 1 (0.24%) Google Compute Engine
8 1 (0.24%) IaaS
8 1 (0.24%) Office 365
Communications & Networking
1 24 (5.65%) Internet
2 15 (3.53%) Firewall
2 15 (3.53%) TCP/IP
3 14 (3.29%) SSL
4 11 (2.59%) HTTP
5 7 (1.65%) HTTPS
5 7 (1.65%) LAN
5 7 (1.65%) WAN
6 2 (0.47%) Network Security
7 1 (0.24%) Bluetooth
7 1 (0.24%) DNS
7 1 (0.24%) Kerberos
7 1 (0.24%) Wireless
Database & Business Intelligence
1 162 (38.12%) Hadoop
2 127 (29.88%) MongoDB
3 106 (24.94%) NoSQL
4 75 (17.65%) MySQL
5 68 (16.00%) SQL Server
6 57 (13.41%) Apache Hive
7 49 (11.53%) Redis
8 44 (10.35%) Couchbase
9 42 (9.88%) Apache Cassandra
10 35 (8.24%) PostgreSQL
10 35 (8.24%) Riak
11 25 (5.88%) Data Mining
12 23 (5.41%) Relational Database
13 17 (4.00%) RDBMS
14 15 (3.53%) Data Warehouse
15 11 (2.59%) OrientDB
16 8 (1.88%) SQL Server Integration Services
16 8 (1.88%) SQL Server Reporting Services
17 6 (1.41%) HBase
18 5 (1.18%) Apache Accumulo
Development Applications
1 49 (11.53%) Git (software)
2 16 (3.76%) JIRA
3 15 (3.53%) Team Foundation Server
4 14 (3.29%) Selenium
5 9 (2.12%) SpecFlow
6 8 (1.88%) TeamCity
7 7 (1.65%) Visual Studio
8 6 (1.41%) Atlassian Bamboo
8 6 (1.41%) Bitbucket
9 5 (1.18%) CodeSonar
9 5 (1.18%) git-flow
9 5 (1.18%) Jenkins
9 5 (1.18%) JUnit
9 5 (1.18%) Robot Framework
10 4 (0.94%) Mercurial
10 4 (0.94%) Subversion
11 3 (0.71%) Maven
11 3 (0.71%) Vagrant
11 3 (0.71%) WebDriver
12 2 (0.47%) Hudson
General
1 110 (25.88%) Finance
2 89 (20.94%) Banking
3 76 (17.88%) Retail
4 72 (16.94%) Telecoms
5 24 (5.65%) Games
6 19 (4.47%) Marketing
7 13 (3.06%) Local Government
8 5 (1.18%) Advertising
9 2 (0.47%) Electronics
10 1 (0.24%) Front Office
10 1 (0.24%) Manufacturing
10 1 (0.24%) Multimedia
Job Titles
1 168 (39.53%) Developer
2 68 (16.00%) Java Developer
3 67 (15.76%) Software Engineer
4 62 (14.59%) Architect
4 62 (14.59%) C# Developer
5 52 (12.24%) .NET Developer
6 42 (9.88%) C# .NET Developer
7 35 (8.24%) Java Engineer
8 32 (7.53%) Java Software Engineer
9 30 (7.06%) Consultant
9 30 (7.06%) Senior Developer
10 29 (6.82%) Agile Developer
11 26 (6.12%) Technical Architect
12 23 (5.41%) Solutions Architect
13 20 (4.71%) Analyst
13 20 (4.71%) Big Data Engineer
13 20 (4.71%) Software Developer
14 19 (4.47%) Agile Development Manager
14 19 (4.47%) C# Software Engineer
14 19 (4.47%) Development Manager
Libraries, Frameworks & Software Standards
1 109 (25.65%) .NET
2 98 (23.06%) AngularJS
3 81 (19.06%) HTML
4 59 (13.88%) CSS
5 55 (12.94%) React
6 50 (11.76%) Java EE
6 50 (11.76%) Spring
7 44 (10.35%) Hibernate
8 38 (8.94%) J2EE
9 37 (8.71%) Node.js
10 35 (8.24%) Elastic Stack
10 35 (8.24%) HTML5
11 34 (8.00%) Lucene
12 31 (7.29%) STL
13 27 (6.35%) ASP.NET
14 26 (6.12%) CSS3
14 26 (6.12%) EJB
15 25 (5.88%) jQuery
15 25 (5.88%) LAMP
16 23 (5.41%) Web Services
Miscellaneous
1 40 (9.41%) Enterprise Software
2 24 (5.65%) Analytical Skills
3 23 (5.41%) Algorithms
4 18 (4.24%) Cybercrime
4 18 (4.24%) Internet of Things
4 18 (4.24%) Mobile App
5 16 (3.76%) Computer Science
6 15 (3.53%) PKI
7 12 (2.82%) Management Information System
8 11 (2.59%) Credit Risk
8 11 (2.59%) User Experience
9 10 (2.35%) Cyber Defence
10 9 (2.12%) Foreign Exchange (FX)
10 9 (2.12%) iPhone
11 5 (1.18%) Data Centre
11 5 (1.18%) NHS
12 3 (0.71%) iPad
12 3 (0.71%) Linux Command Line
12 3 (0.71%) Social Media
12 3 (0.71%) Wiki
Operating Systems
1 65 (15.29%) Android
2 57 (13.41%) Linux
3 53 (12.47%) Apple iOS
4 25 (5.88%) Windows
5 12 (2.82%) Unix
6 9 (2.12%) AIX
6 9 (2.12%) Windows Phone
7 5 (1.18%) Mac OS X
7 5 (1.18%) Windows Server
7 5 (1.18%) Windows Server 2003
8 1 (0.24%) CentOS
8 1 (0.24%) Fedora
8 1 (0.24%) Oracle Linux
8 1 (0.24%) Red Hat Enterprise Linux
8 1 (0.24%) VMS
Processes & Methodologies
1 285 (67.06%) Agile Software Development
2 114 (26.82%) Software Engineering
3 89 (20.94%) Cybersecurity
4 88 (20.71%) Scrum
5 83 (19.53%) Mentoring
6 80 (18.82%) TDD
7 78 (18.35%) Analytics
8 74 (17.41%) Continuous Integration
8 74 (17.41%) Project Management
9 73 (17.18%) OO
10 72 (16.94%) DevOps
10 72 (16.94%) Web Development
11 66 (15.53%) Multithreading
12 62 (14.59%) Coaching
13 57 (13.41%) Mobile Development
14 51 (12.00%) UML
15 46 (10.82%) Kanban
16 45 (10.59%) RUP
17 43 (10.12%) Visualisation
18 41 (9.65%) Business Intelligence
Programming Languages
1 241 (56.71%) Java
2 158 (37.18%) C#
3 131 (30.82%) Python
4 108 (25.41%) JavaScript
5 92 (21.65%) C++
6 75 (17.65%) SQL
7 73 (17.18%) C
8 51 (12.00%) Perl
9 38 (8.94%) Objective-C
10 32 (7.53%) Bash Shell
11 23 (5.41%) PHP
12 21 (4.94%) Go
13 19 (4.47%) Ruby
14 14 (3.29%) Scala
15 6 (1.41%) PowerShell
16 5 (1.18%) Embedded C
16 5 (1.18%) R
17 3 (0.71%) Haskell
17 3 (0.71%) T-SQL
18 2 (0.47%) Erlang
Qualifications
1 133 (31.29%) Security Cleared
2 83 (19.53%) DV Cleared
3 70 (16.47%) Degree
4 33 (7.76%) SC Cleared
5 13 (3.06%) CISSP
5 13 (3.06%) GIAC
5 13 (3.06%) Microsoft Certification
6 12 (2.82%) CCNA
6 12 (2.82%) Cisco Certification
6 12 (2.82%) Linux+ Certification
6 12 (2.82%) MCSE
6 12 (2.82%) Network+ Certification
6 12 (2.82%) SANS
6 12 (2.82%) SSCP
7 11 (2.59%) BPSS Clearance
8 5 (1.18%) CompTIA Security+
8 5 (1.18%) Security+ Certification
9 1 (0.24%) CISA
9 1 (0.24%) CISM
9 1 (0.24%) GCIA
Quality Assurance & Compliance
1 3 (0.71%) SLA
2 2 (0.47%) COBIT
2 2 (0.47%) Data Quality
3 1 (0.24%) FATCA
System Software
1 15 (3.53%) VMware Infrastructure
2 14 (3.29%) Hyper-V
3 10 (2.35%) Docker
4 6 (1.41%) vSphere
5 3 (0.71%) Apache ZooKeeper
6 1 (0.24%) Apache Flume
6 1 (0.24%) HDFS
6 1 (0.24%) iptables
6 1 (0.24%) KVM
6 1 (0.24%) Virtual Machines
6 1 (0.24%) Xen
Systems Management
1 43 (10.12%) Puppet
2 40 (9.41%) Salt
3 39 (9.18%) Opscode Chef
4 38 (8.94%) Ansible
5 35 (8.24%) Kibana
5 35 (8.24%) logstash
6 3 (0.71%) Hadoop YARN
6 3 (0.71%) Oozie
Vendors
1 88 (20.71%) Oracle
2 51 (12.00%) Microsoft
3 15 (3.53%) VMware
4 7 (1.65%) Google
4 7 (1.65%) SAP
4 7 (1.65%) Tableau
4 7 (1.65%) Xamarin
5 6 (1.41%) Atlassian
5 6 (1.41%) Cisco
6 5 (1.18%) Adobe
6 5 (1.18%) Hortonworks
6 5 (1.18%) Intel
7 4 (0.94%) Nokia
8 3 (0.71%) Cloudera
8 3 (0.71%) IBM
8 3 (0.71%) Red Hat
9 2 (0.47%) ESRI
9 2 (0.47%) MapR
9 2 (0.47%) Salesforce.com
9 2 (0.47%) Talend
Taunton, Somerset
Redrock Consulting Ltd
Salary: £40000 - £53000 per annum + Flexi time, 20% pension
Posted: Yesterday
Bristol
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Posted: Yesterday
Poole, Dorset
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Salary: £30000 - £50000 per annum + Benefits & Bonus
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Salary: From £30,000 to £45,000 per annum
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Executive Recruitment Services (ERS)
Salary: £60000 - £80000 per annum
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Salary: £50000 - £70000 per annum + Pension, Car Allowance
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Executive Recruitment Services (ERS)
Salary: £50000 - £60000 per annum
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Salary: £40000.00 - £45000.00 per annum + benefits
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Salary: £30000 - £50000 per annum + Exceptional Benefits
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