The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Analytics
England / South West
Rank 179 190 236
Rank change year-on-year
+11 +46
Permanent jobs citing Data Analytics 51 52 10
As % of all permanent IT jobs located in the South West 1.03% 0.94% 0.17%
As % of the Processes & Methodologies category 1.17% 1.06% 0.19%
Number of salaries quoted 42 37 9
Median salary £50,000 £40,000 £47,500
Median salary % change year-on-year
+25.00% -15.78%
90% offered a salary of more than £40,000 £30,000 £35,000
10% offered a salary of more than £54,000 £56,600 £55,300
UK excluding London median salary £46,500 £51,459 £47,500
% change year-on-year
-9.63% +8.33%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4360 4905 5168
As % of all permanent IT jobs located in the South West 88.29% 88.89% 87.00%
Number of salaries quoted 3563 4111 4348
Median salary £43,000 £42,500 £40,000
Median salary % change year-on-year
+1.17% +6.25%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analytics
Jobs Demand Trend in the South West

The demand trend of job ads across the South West region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in the South West

Data Analytics
Salary Trend in the South West

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

Data Analytics Salary Trend in the South West

Data Analytics
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Analytics across the South West region over the 3 months to 24 January 2017.

Data Analytics Salary Histogram in the South West

Data Analytics
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 Data Analytics within the South West region over the 3 months to 24 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
Gloucestershire -6 19 £50,000 -4.76% 4
Bristol -4 14 £47,500 +39.70% 1
Devon - 9 £52,500 - 1
Somerset 0 7 £50,000 +5.26% 2
Wiltshire +19 3 £50,000 +29.87% 1
Dorset +23 2 £92,500 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

For the 6 months to 24 January 2017, IT jobs citing Data Analytics 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 Data Analytics.

1 125 (100.00%) Analytics
2 71 (56.80%) Java
3 68 (54.40%) Agile Software Development
4 60 (48.00%) Python
5 55 (44.00%) C++
5 55 (44.00%) SQL
6 49 (39.20%) Big Data
7 48 (38.40%) Degree
8 46 (36.80%) Software Engineering
8 46 (36.80%) MongoDB
9 44 (35.20%) Perl
10 42 (33.60%) Scrum
11 36 (28.80%) C
11 36 (28.80%) Machine Learning
11 36 (28.80%) Apache Spark
12 35 (28.00%) Security Cleared
12 35 (28.00%) Hadoop
13 32 (25.60%) JavaScript
14 31 (24.80%) Internet
15 30 (24.00%) Linux
16 29 (23.20%) Oracle
17 28 (22.40%) MySQL
17 28 (22.40%) Visualisation
17 28 (22.40%) Node.js
17 28 (22.40%) Apache Hive
17 28 (22.40%) Relational Database
18 27 (21.60%) DevOps
18 27 (21.60%) Ruby
18 27 (21.60%) Finance
19 26 (20.80%) Hibernate

Data Analytics
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 36 (28.80%) Apache Spark
2 26 (20.80%) Apache Pig
3 23 (18.40%) SAS
4 21 (16.80%) Elasticsearch
5 5 (4.00%) Apache
6 4 (3.20%) SharePoint
7 2 (1.60%) JBoss
7 2 (1.60%) Tomcat
8 1 (0.80%) SharePoint 2010
Applications
1 19 (15.20%) SPSS
Business Applications
1 2 (1.60%) SAP Oil and Gas
Cloud Services
1 11 (8.80%) Microsoft Azure
2 10 (8.00%) IaaS
2 10 (8.00%) PaaS
3 9 (7.20%) Amazon AWS
4 3 (2.40%) Amazon EC2
4 3 (2.40%) GitHub
Communications & Networking
1 31 (24.80%) Internet
2 1 (0.80%) DHCP
2 1 (0.80%) DNS
2 1 (0.80%) Ethernet
2 1 (0.80%) Firewall
2 1 (0.80%) FTP
2 1 (0.80%) LAN
2 1 (0.80%) SMTP
2 1 (0.80%) TCP/IP
2 1 (0.80%) VPN
2 1 (0.80%) Wireless
Database & Business Intelligence
1 49 (39.20%) Big Data
2 46 (36.80%) MongoDB
3 35 (28.00%) Hadoop
4 28 (22.40%) Apache Hive
4 28 (22.40%) MySQL
4 28 (22.40%) Relational Database
5 22 (17.60%) RDBMS
6 19 (15.20%) NoSQL
7 8 (6.40%) SQL Server
8 7 (5.60%) Data Warehouse
9 4 (3.20%) Data Mining
10 3 (2.40%) SQL Server Reporting Services
11 2 (1.60%) SQL Server Analysis Services
12 1 (0.80%) Amazon Redshift
12 1 (0.80%) CouchDB
12 1 (0.80%) GIS
12 1 (0.80%) Oracle Database
12 1 (0.80%) PostgreSQL
12 1 (0.80%) SQL Server 2008
12 1 (0.80%) SQL Server Integration Services
Development Applications
1 6 (4.80%) Git (software)
2 5 (4.00%) JIRA
3 3 (2.40%) JUnit
4 2 (1.60%) Hudson
4 2 (1.60%) Jenkins
5 1 (0.80%) Team Foundation Server
General
1 27 (21.60%) Finance
2 20 (16.00%) Electronics
3 15 (12.00%) Marketing
4 12 (9.60%) Telecoms
5 5 (4.00%) Manufacturing
Job Titles
1 34 (27.20%) Developer
2 27 (21.60%) Software Engineer
3 14 (11.20%) Senior Developer
4 13 (10.40%) Test Engineer
5 12 (9.60%) C# Developer
5 12 (9.60%) Data Scientist
6 11 (8.80%) Lead Software Engineer
7 10 (8.00%) Analyst
7 10 (8.00%) Java Developer
8 9 (7.20%) .NET Developer
9 8 (6.40%) Cloud Developer
10 7 (5.60%) Azure Developer
10 7 (5.60%) C# .NET Developer
10 7 (5.60%) Software Test Engineer
11 6 (4.80%) Analytics Manager
11 6 (4.80%) Data Analyst
11 6 (4.80%) Data Engineer
11 6 (4.80%) Senior C# Developer
11 6 (4.80%) Systems Engineer
11 6 (4.80%) Systems Test Engineer
Libraries, Frameworks & Software Standards
1 28 (22.40%) Node.js
2 26 (20.80%) Hibernate
2 26 (20.80%) Java EE
2 26 (20.80%) Spring
3 24 (19.20%) AngularJS
3 24 (19.20%) Apache Camel
3 24 (19.20%) HTML
3 24 (19.20%) jQuery
3 24 (19.20%) LAMP
4 22 (17.60%) CSS
5 21 (16.80%) CSS3
5 21 (16.80%) HTML5
5 21 (16.80%) Middleware
6 18 (14.40%) Web Services
7 16 (12.80%) J2EE
8 14 (11.20%) XML
9 10 (8.00%) .NET
10 6 (4.80%) .NET Framework
10 6 (4.80%) React
10 6 (4.80%) RESTful
Miscellaneous
1 28 (22.40%) Visualisation
2 24 (19.20%) PKI
3 23 (18.40%) Internet of Things
3 23 (18.40%) Mobile App
4 17 (13.60%) Analytical Skills
4 17 (13.60%) Computer Science
5 11 (8.80%) Mathematics
6 7 (5.60%) Embedded Systems
7 5 (4.00%) Artificial Intelligence
8 4 (3.20%) Credit Risk
8 4 (3.20%) Statistics
8 4 (3.20%) User Experience
9 3 (2.40%) Algorithms
9 3 (2.40%) Data Centre
9 3 (2.40%) Economics
10 2 (1.60%) Enterprise Software
11 1 (0.80%) Cyber Defence
11 1 (0.80%) Fintech
11 1 (0.80%) Minimum Viable Product
11 1 (0.80%) Neural Network
Operating Systems
1 30 (24.00%) Linux
2 16 (12.80%) Android
2 16 (12.80%) Apple iOS
3 15 (12.00%) Unix
4 1 (0.80%) Oracle Linux
4 1 (0.80%) Windows
4 1 (0.80%) Windows 7
4 1 (0.80%) Windows Vista
4 1 (0.80%) Windows XP
Processes & Methodologies
1 125 (100.00%) Analytics
2 68 (54.40%) Agile Software Development
3 46 (36.80%) Software Engineering
4 42 (33.60%) Scrum
5 36 (28.80%) Machine Learning
6 27 (21.60%) DevOps
7 24 (19.20%) Big Data Analytics
8 20 (16.00%) Front End Development
8 20 (16.00%) TDD
9 19 (15.20%) Cybersecurity
10 18 (14.40%) BDD
10 18 (14.40%) Kanban
10 18 (14.40%) Product Management
10 18 (14.40%) Prototyping
10 18 (14.40%) Time Management
10 18 (14.40%) Use Case
10 18 (14.40%) Web Application Development
11 16 (12.80%) OO
12 14 (11.20%) Business Intelligence
13 12 (9.60%) CRM
Programming Languages
1 71 (56.80%) Java
2 60 (48.00%) Python
3 55 (44.00%) C++
3 55 (44.00%) SQL
4 44 (35.20%) Perl
5 36 (28.80%) C
6 32 (25.60%) JavaScript
7 27 (21.60%) Ruby
8 22 (17.60%) C#
9 18 (14.40%) R
10 17 (13.60%) Scala
11 13 (10.40%) VB
12 12 (9.60%) MATLAB
13 4 (3.20%) Haskell
13 4 (3.20%) T-SQL
14 3 (2.40%) Clojure
14 3 (2.40%) Erlang
15 2 (1.60%) Bash Shell
15 2 (1.60%) PL/SQL
16 1 (0.80%) VBScript
Qualifications
1 48 (38.40%) Degree
2 35 (28.00%) Security Cleared
3 25 (20.00%) SC Cleared
4 19 (15.20%) PhD
5 12 (9.60%) DV Cleared
6 1 (0.80%) CEH
6 1 (0.80%) CISA
6 1 (0.80%) CISM
6 1 (0.80%) CISSP
6 1 (0.80%) GIAC
6 1 (0.80%) SANS
Quality Assurance & Compliance
1 17 (13.60%) ISO 14001
1 17 (13.60%) ISO 9001
2 1 (0.80%) Data Quality
2 1 (0.80%) ISO/IEC 27001
System Software
1 21 (16.80%) Hyper-V
1 21 (16.80%) VMware Infrastructure
2 18 (14.40%) Firmware
3 4 (3.20%) Docker
Systems Management
1 2 (1.60%) Opscode Chef
1 2 (1.60%) Puppet
2 1 (0.80%) Computer Emergency Response Teams
2 1 (0.80%) QRadar
Vendors
1 29 (23.20%) Oracle
2 21 (16.80%) VMware
3 10 (8.00%) Microsoft
4 7 (5.60%) Tableau
5 6 (4.80%) Teradata
6 3 (2.40%) Intel
7 2 (1.60%) Red Hat
7 2 (1.60%) SAP
8 1 (0.80%) ESRI
8 1 (0.80%) Google
8 1 (0.80%) Splunk
Gloucester, Gloucestershire
Opus Recruitment Solutions Ltd
Posted: 7 hours ago
Bath
Nigel Frank International
Salary: £27500 - £29000 per annum + Benefits
Posted: 8 hours ago
Plymouth, Devon
itecopeople
Posted: Yesterday
Gloucestershire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £40000 - £45000 per annum
Posted: 5 days ago
Bath, Avon
EasyWebRecruitment.com
Salary: Competitive
Posted: 4 days ago
Gloucestershire
Sanderson
Salary: £40000 - £60000 per annum
Posted: 15 days ago
Cheltenham
People Source Consulting
Salary: £40000 - £50000 per annum
Posted: 21 days ago