The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Analytics
England / South West
Rank 184 188 233
Rank change year-on-year +4 +45  
Permanent jobs citing Data Analytics 48 65 13
As % of all permanent IT jobs advertised in the South West 0.96% 1.11% 0.22%
As % of the Processes & Methodologies category 1.06% 1.25% 0.25%
Number of salaries quoted 45 44 6
Median salary £50,000 £51,000 £50,000
Median salary % change year-on-year -1.96% +2.00%  
90% offered a salary of more than £37,750 £37,800 £31,250
10% offered a salary of more than £54,300 £120,000 £58,250
UK excluding London median salary £43,500 £48,000 £47,500
% change year-on-year -9.37% +1.05%  

Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4529 5216 5253
As % of all permanent IT job vacancies advertised in the South West 90.17% 88.75% 87.74%
Number of salaries quoted 3734 4256 4369
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,112 £29,000 £28,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analytics
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics 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 in the South West.

Salary trend for Data Analytics in the South West

Data Analytics
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Analytics in the South West over the 3 months to 26 March 2017.

Salary histogram for Data Analytics 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 March 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 -5 18 £50,000 -9.09% 4
Devon +5 12 £52,500 -56.25%
Bristol +1 12 £40,000 -2.43% 4
Somerset -3 7 £47,500 -
Wiltshire +18 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 March 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.

1 107 (100.00%) Analytics
2 54 (50.47%) Agile Software Development
3 46 (42.99%) Java
4 44 (41.12%) SQL
5 35 (32.71%) MongoDB
6 34 (31.78%) Software Engineering
7 33 (30.84%) Big Data
8 32 (29.91%) Internet
8 32 (29.91%) Python
9 30 (28.04%) C
10 29 (27.10%) C++
10 29 (27.10%) Scrum
11 28 (26.17%) Degree
12 26 (24.30%) Machine Learning
12 26 (24.30%) Security Cleared
12 26 (24.30%) Perl
13 25 (23.36%) Finance
14 23 (21.50%) Internet of Things
15 22 (20.56%) C#
15 22 (20.56%) Visualisation
16 21 (19.63%) Electronics
16 21 (19.63%) TDD
17 20 (18.69%) JavaScript
17 20 (18.69%) Oracle
17 20 (18.69%) Hadoop
17 20 (18.69%) Apache Spark
18 19 (17.76%) Front End Development
18 19 (17.76%) Relational Database
19 18 (16.82%) Mobile App
19 18 (16.82%) Cybersecurity

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 20 (18.69%) Apache Spark
2 16 (14.95%) SAS
3 12 (11.21%) Apache Pig
4 11 (10.28%) Elasticsearch
5 3 (2.80%) Apache
6 2 (1.87%) Mule
7 1 (0.93%) JBoss
7 1 (0.93%) SharePoint
7 1 (0.93%) Tomcat
Applications
1 10 (9.35%) SPSS
2 3 (2.80%) MS Excel
Business Applications
1 4 (3.74%) SAP Oil and Gas
2 2 (1.87%) Dynamics AX
2 2 (1.87%) Oracle ERP
Cloud Services
1 10 (9.35%) Microsoft Azure
2 6 (5.61%) Amazon AWS
3 5 (4.67%) GitHub
3 5 (4.67%) IaaS
3 5 (4.67%) PaaS
4 3 (2.80%) Amazon EC2
5 2 (1.87%) Amazon EMR
Communications & Networking
1 32 (29.91%) Internet
2 1 (0.93%) Firewall
Database & Business Intelligence
1 35 (32.71%) MongoDB
2 33 (30.84%) Big Data
3 20 (18.69%) Hadoop
4 19 (17.76%) Relational Database
5 18 (16.82%) MySQL
5 18 (16.82%) NoSQL
6 13 (12.15%) Apache Hive
7 11 (10.28%) RDBMS
8 7 (6.54%) SQL Server
9 5 (4.67%) Data Warehouse
10 4 (3.74%) Data Mining
10 4 (3.74%) Power BI
10 4 (3.74%) SQL Server Reporting Services
11 3 (2.80%) SQL Server Analysis Services
12 2 (1.87%) Amazon DynamoDB
12 2 (1.87%) Amazon RDS
12 2 (1.87%) Amazon Redshift
12 2 (1.87%) BusinessObjects
12 2 (1.87%) SQL Server Integration Services
13 1 (0.93%) SQL Server 2014
Development Applications
1 5 (4.67%) Git (software)
2 4 (3.74%) JIRA
2 4 (3.74%) JUnit
3 2 (1.87%) Jenkins
3 2 (1.87%) Team Foundation Server
4 1 (0.93%) Hudson
4 1 (0.93%) Visual Studio
General
1 25 (23.36%) Finance
2 21 (19.63%) Electronics
3 18 (16.82%) Marketing
4 13 (12.15%) Telecoms
5 6 (5.61%) Manufacturing
6 3 (2.80%) Banking
6 3 (2.80%) Investment Banking
Job Titles
1 36 (33.64%) Developer
2 18 (16.82%) Senior Developer
3 17 (15.89%) Analyst
4 14 (13.08%) Software Engineer
5 13 (12.15%) Test Engineer
6 12 (11.21%) Java Developer
7 10 (9.35%) C# Developer
8 8 (7.48%) Senior C# Developer
8 8 (7.48%) Systems Engineer
8 8 (7.48%) Systems Test Engineer
9 7 (6.54%) Data Analyst
9 7 (6.54%) IoT Developer
10 6 (5.61%) Azure Developer
10 6 (5.61%) Cloud Developer
10 6 (5.61%) Lead Software Engineer
11 5 (4.67%) .NET Developer
11 5 (4.67%) Analytics Manager
11 5 (4.67%) Data Manager
11 5 (4.67%) SQL Analyst
11 5 (4.67%) Systems Integrator
Libraries, Frameworks & Software Standards
1 18 (16.82%) Node.js
2 17 (15.89%) Web Services
3 16 (14.95%) J2EE
4 14 (13.08%) Java EE
4 14 (13.08%) LAMP
4 14 (13.08%) XML
5 12 (11.21%) AngularJS
5 12 (11.21%) Hibernate
5 12 (11.21%) HTML
5 12 (11.21%) jQuery
5 12 (11.21%) Spring
6 11 (10.28%) Apache Camel
6 11 (10.28%) CSS
7 10 (9.35%) CSS3
7 10 (9.35%) HTML5
7 10 (9.35%) Middleware
8 6 (5.61%) .NET
8 6 (5.61%) React
9 4 (3.74%) REST
9 4 (3.74%) RESTful
Miscellaneous
1 23 (21.50%) Internet of Things
2 18 (16.82%) Mobile App
3 14 (13.08%) Analytical Skills
4 11 (10.28%) PKI
5 9 (8.41%) Computer Science
5 9 (8.41%) Embedded Systems
6 4 (3.74%) Credit Risk
7 3 (2.80%) Algorithms
7 3 (2.80%) Data Centre
7 3 (2.80%) Hedge funds
7 3 (2.80%) User Experience
8 2 (1.87%) Enterprise Software
9 1 (0.93%) Cyber Defence
9 1 (0.93%) Fintech
9 1 (0.93%) Management Information System
9 1 (0.93%) Minimum Viable Product
9 1 (0.93%) Reference Data
9 1 (0.93%) Social Media
Operating Systems
1 15 (14.02%) Linux
2 14 (13.08%) Android
2 14 (13.08%) Apple iOS
2 14 (13.08%) Unix
3 1 (0.93%) Oracle Linux
Processes & Methodologies
1 107 (100.00%) Analytics
2 54 (50.47%) Agile Software Development
3 34 (31.78%) Software Engineering
4 29 (27.10%) Scrum
5 26 (24.30%) Machine Learning
6 22 (20.56%) Visualisation
7 21 (19.63%) TDD
8 19 (17.76%) Front End Development
9 18 (16.82%) Cybersecurity
9 18 (16.82%) Product Management
10 17 (15.89%) BDD
10 17 (15.89%) Kanban
10 17 (15.89%) OO
10 17 (15.89%) Prototyping
10 17 (15.89%) Use Case
10 17 (15.89%) Web Application Development
11 16 (14.95%) DevOps
12 14 (13.08%) Big Data Analytics
12 14 (13.08%) Business Intelligence
13 11 (10.28%) Mathematics
Programming Languages
1 46 (42.99%) Java
2 44 (41.12%) SQL
3 32 (29.91%) Python
4 30 (28.04%) C
5 29 (27.10%) C++
6 26 (24.30%) Perl
7 22 (20.56%) C#
8 20 (18.69%) JavaScript
9 14 (13.08%) Ruby
10 11 (10.28%) VB
11 7 (6.54%) R
12 6 (5.61%) Scala
13 4 (3.74%) MATLAB
14 3 (2.80%) PHP
15 2 (1.87%) Clojure
15 2 (1.87%) Erlang
15 2 (1.87%) Haskell
15 2 (1.87%) T-SQL
16 1 (0.93%) PowerShell
16 1 (0.93%) VBScript
Qualifications
1 28 (26.17%) Degree
2 26 (24.30%) Security Cleared
3 15 (14.02%) SC Cleared
4 13 (12.15%) DV Cleared
5 10 (9.35%) PhD
Quality Assurance & Compliance
1 17 (15.89%) ISO 14001
1 17 (15.89%) ISO 9001
2 2 (1.87%) PMO
3 1 (0.93%) Data Quality
3 1 (0.93%) ISO/IEC 27001
System Software
1 17 (15.89%) Firmware
2 10 (9.35%) Hyper-V
2 10 (9.35%) VMware Infrastructure
3 4 (3.74%) Docker
Systems Management
1 1 (0.93%) Opscode Chef
1 1 (0.93%) Puppet
1 1 (0.93%) QRadar
Vendors
1 20 (18.69%) Oracle
2 10 (9.35%) Tableau
2 10 (9.35%) VMware
3 7 (6.54%) Teradata
4 6 (5.61%) SAP
5 4 (3.74%) Microsoft
6 3 (2.80%) Intel
7 2 (1.87%) Cognos
7 2 (1.87%) IBM
8 1 (0.93%) Red Hat
8 1 (0.93%) Splunk
Dursley, Gloucestershire
Claremont Consulting Ltd
Salary: From £36,000 to £45,000 per annum
Posted: 2 days ago
Gloucester, Gloucestershire
Proactive Appointments
Salary: £36000 - £45000 per annum + Brilliant Benefits
Posted: 2 days ago
Gloucestershire
Hays Specialist Recruitment
Salary: £25000.00 - £35000.00 per annum
Posted: 5 days ago
Bristol, Avon
X4 Group
Salary: £45k - 60k per year
Posted: 3 days ago
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £70000 per annum + bonus + pension + benefits
Posted: 6 days ago
Bristol, Avon
Nicolson Bray Ltd
Salary: £70k - £85k dependent on experience
Posted: 5 days ago
Bristol, Avon
Bristol DT
Salary: £35000.00 - £45000.00 per annum
Posted: 19 days ago