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

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Analytics
England / South West
Rank 183 189 234
Rank change year-on-year
+6 +45
Permanent jobs citing Data Analytics 58 67 14
As % of all permanent IT jobs located in the South West 1.15% 1.15% 0.24%
As % of the Processes & Methodologies category 1.28% 1.29% 0.27%
Number of salaries quoted 52 43 10
Median salary £50,000 £44,000 £47,500
Median salary % change year-on-year
+13.63% -7.36%
90% offered a salary of more than £40,000 £30,000 £34,750
10% offered a salary of more than £54,600 £70,000 £56,850
UK excluding London median salary £45,000 £50,500 £47,500
% change year-on-year
-10.89% +6.31%

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
4525 5211 5235
As % of all permanent IT jobs located in the South West 89.73% 89.26% 87.94%
Number of salaries quoted 3693 4280 4385
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,500 £29,000 £28,000
10% offered a salary of more than £62,500 £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 26 February 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 26 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
Gloucestershire -8 24 £50,000 -4.76% 1
Bristol -8 14 £40,000 +26.98% 3
Devon +13 13 £52,500 -56.25%
Somerset -8 8 £50,000 +5.26% 1
Wiltshire +19 2 £50,000 +29.87%
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the South West

For the 6 months to 26 February 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.

1 120 (100.00%) Analytics
2 60 (50.00%) Agile Software Development
3 59 (49.17%) Java
4 54 (45.00%) SQL
5 45 (37.50%) Python
6 42 (35.00%) MongoDB
7 41 (34.17%) C++
8 39 (32.50%) Big Data
8 39 (32.50%) Software Engineering
9 38 (31.67%) Degree
10 37 (30.83%) Scrum
10 37 (30.83%) Internet
11 36 (30.00%) C
12 33 (27.50%) Perl
12 33 (27.50%) Machine Learning
13 31 (25.83%) Security Cleared
14 27 (22.50%) Hadoop
14 27 (22.50%) Internet of Things
14 27 (22.50%) Apache Spark
15 26 (21.67%) Visualisation
15 26 (21.67%) JavaScript
15 26 (21.67%) C#
16 25 (20.83%) Finance
17 24 (20.00%) Electronics
18 23 (19.17%) Oracle
19 22 (18.33%) MySQL
19 22 (18.33%) TDD
19 22 (18.33%) Front End Development
19 22 (18.33%) Mobile App
19 22 (18.33%) Relational Database

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 27 (22.50%) Apache Spark
2 19 (15.83%) SAS
3 18 (15.00%) Apache Pig
4 15 (12.50%) Elasticsearch
5 3 (2.50%) Apache
5 3 (2.50%) SharePoint
6 2 (1.67%) JBoss
6 2 (1.67%) Mule
6 2 (1.67%) Tomcat
Applications
1 14 (11.67%) SPSS
2 2 (1.67%) MS Excel
Business Applications
1 4 (3.33%) SAP Oil and Gas
2 1 (0.83%) Dynamics AX
2 1 (0.83%) Oracle ERP
Cloud Services
1 13 (10.83%) Microsoft Azure
2 9 (7.50%) Amazon AWS
3 8 (6.67%) IaaS
3 8 (6.67%) PaaS
4 5 (4.17%) GitHub
5 3 (2.50%) Amazon EC2
6 2 (1.67%) Amazon EMR
Communications & Networking
1 37 (30.83%) Internet
2 1 (0.83%) Firewall
Database & Business Intelligence
1 42 (35.00%) MongoDB
2 39 (32.50%) Big Data
3 27 (22.50%) Hadoop
4 22 (18.33%) MySQL
4 22 (18.33%) Relational Database
5 21 (17.50%) NoSQL
6 19 (15.83%) Apache Hive
7 15 (12.50%) RDBMS
8 9 (7.50%) SQL Server
9 8 (6.67%) Data Warehouse
10 4 (3.33%) Data Mining
10 4 (3.33%) Power BI
10 4 (3.33%) SQL Server Reporting Services
11 3 (2.50%) Amazon Redshift
11 3 (2.50%) SQL Server Analysis Services
12 2 (1.67%) Amazon DynamoDB
12 2 (1.67%) Amazon RDS
12 2 (1.67%) BusinessObjects
12 2 (1.67%) SQL Server Integration Services
13 1 (0.83%) PostgreSQL
Development Applications
1 7 (5.83%) Git (software)
2 6 (5.00%) JIRA
3 4 (3.33%) JUnit
4 3 (2.50%) Jenkins
5 2 (1.67%) Hudson
5 2 (1.67%) Team Foundation Server
6 1 (0.83%) Visual Studio
General
1 25 (20.83%) Finance
2 24 (20.00%) Electronics
3 18 (15.00%) Marketing
4 14 (11.67%) Telecoms
5 7 (5.83%) Manufacturing
Job Titles
1 38 (31.67%) Developer
2 19 (15.83%) Software Engineer
3 18 (15.00%) Senior Developer
4 15 (12.50%) Analyst
5 13 (10.83%) C# Developer
5 13 (10.83%) Test Engineer
6 12 (10.00%) Java Developer
7 8 (6.67%) .NET Developer
7 8 (6.67%) Cloud Developer
7 8 (6.67%) Lead Software Engineer
7 8 (6.67%) Senior C# Developer
7 8 (6.67%) Systems Engineer
7 8 (6.67%) Systems Test Engineer
8 7 (5.83%) Azure Developer
8 7 (5.83%) Data Analyst
8 7 (5.83%) Data Scientist
8 7 (5.83%) IoT Developer
9 6 (5.00%) Analytics Manager
9 6 (5.00%) C# .NET Developer
9 6 (5.00%) Consultant
Libraries, Frameworks & Software Standards
1 20 (16.67%) Node.js
1 20 (16.67%) Web Services
2 18 (15.00%) Java EE
3 17 (14.17%) Hibernate
3 17 (14.17%) HTML
3 17 (14.17%) jQuery
3 17 (14.17%) Spring
4 16 (13.33%) AngularJS
4 16 (13.33%) J2EE
5 15 (12.50%) Apache Camel
5 15 (12.50%) CSS
5 15 (12.50%) LAMP
6 14 (11.67%) CSS3
6 14 (11.67%) HTML5
6 14 (11.67%) Middleware
6 14 (11.67%) XML
7 9 (7.50%) .NET
8 6 (5.00%) React
9 4 (3.33%) REST
9 4 (3.33%) Spark Streaming
Miscellaneous
1 27 (22.50%) Internet of Things
2 22 (18.33%) Mobile App
3 15 (12.50%) PKI
4 14 (11.67%) Analytical Skills
5 13 (10.83%) Computer Science
6 9 (7.50%) Embedded Systems
7 4 (3.33%) Credit Risk
7 4 (3.33%) User Experience
8 3 (2.50%) Algorithms
8 3 (2.50%) Data Centre
9 2 (1.67%) Enterprise Software
10 1 (0.83%) Cyber Defence
10 1 (0.83%) Digital TV
10 1 (0.83%) Fintech
10 1 (0.83%) Management Information System
10 1 (0.83%) Minimum Viable Product
10 1 (0.83%) Reference Data
10 1 (0.83%) Social Media
Operating Systems
1 21 (17.50%) Linux
2 16 (13.33%) Android
2 16 (13.33%) Apple iOS
3 15 (12.50%) Unix
4 1 (0.83%) Oracle Linux
Processes & Methodologies
1 120 (100.00%) Analytics
2 60 (50.00%) Agile Software Development
3 39 (32.50%) Software Engineering
4 37 (30.83%) Scrum
5 33 (27.50%) Machine Learning
6 26 (21.67%) Visualisation
7 22 (18.33%) Front End Development
7 22 (18.33%) TDD
8 21 (17.50%) DevOps
8 21 (17.50%) Product Management
9 20 (16.67%) BDD
9 20 (16.67%) Kanban
9 20 (16.67%) Prototyping
9 20 (16.67%) Use Case
9 20 (16.67%) Web Application Development
10 18 (15.00%) Cybersecurity
11 17 (14.17%) Big Data Analytics
11 17 (14.17%) Business Intelligence
11 17 (14.17%) OO
12 13 (10.83%) Mathematics
Programming Languages
1 59 (49.17%) Java
2 54 (45.00%) SQL
3 45 (37.50%) Python
4 41 (34.17%) C++
5 36 (30.00%) C
6 33 (27.50%) Perl
7 26 (21.67%) C#
7 26 (21.67%) JavaScript
8 18 (15.00%) Ruby
9 13 (10.83%) R
10 11 (9.17%) Scala
10 11 (9.17%) VB
11 8 (6.67%) MATLAB
12 4 (3.33%) T-SQL
13 3 (2.50%) Erlang
13 3 (2.50%) Haskell
14 2 (1.67%) Bash Shell
14 2 (1.67%) Clojure
14 2 (1.67%) PL/SQL
15 1 (0.83%) Apple Swift
Qualifications
1 38 (31.67%) Degree
2 31 (25.83%) Security Cleared
3 20 (16.67%) SC Cleared
4 14 (11.67%) DV Cleared
4 14 (11.67%) PhD
Quality Assurance & Compliance
1 20 (16.67%) ISO 14001
1 20 (16.67%) ISO 9001
2 1 (0.83%) Data Quality
2 1 (0.83%) ISO/IEC 27001
2 1 (0.83%) PMO
System Software
1 20 (16.67%) Firmware
2 14 (11.67%) Hyper-V
2 14 (11.67%) VMware Infrastructure
3 4 (3.33%) Docker
Systems Management
1 2 (1.67%) Opscode Chef
1 2 (1.67%) Puppet
2 1 (0.83%) QRadar
Vendors
1 23 (19.17%) Oracle
2 14 (11.67%) VMware
3 10 (8.33%) Tableau
4 8 (6.67%) Microsoft
5 6 (5.00%) Teradata
6 5 (4.17%) SAP
7 3 (2.50%) Intel
8 2 (1.67%) Cognos
8 2 (1.67%) IBM
8 2 (1.67%) Red Hat
9 1 (0.83%) Splunk
Bristol
HEFCE
Posted: 9 days ago
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £70000 per annum + bonus + pension + benefits
Posted: 5 days ago
Regent Street, London
squeaky clean energy limited
Salary: Up to £35,000 + Benefits
Posted: 11 days ago
Bristol
People Source Consulting
Salary: £35000 - £50000 per annum
Posted: 17 days ago
Cheltenham
People Source Consulting
Salary: £40000 - £55000 per annum + security clearance bonus
Posted: 25 days ago