Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England > South West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 220 213 286
Rank change year-on-year -7 +73 +45
Permanent jobs citing Data Analytics 97 136 81
As % of all permanent IT jobs advertised in the South West 0.95% 1.25% 0.68%
As % of the Processes & Methodologies category 1.06% 1.41% 0.77%
Number of salaries quoted 88 100 65
South West median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +12.50%
10th Percentile £31,655 £34,000 £33,000
90th Percentile £76,250 £81,250 £61,250
England median annual salary £55,000 £55,000 £57,500
% change year-on-year - -4.35% +4.55%

Data Analytics is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9149 9655 10558
As % of all permanent IT jobs advertised in the South West 89.57% 88.86% 88.80%
Number of salaries quoted 7532 8042 8867
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Analytics
Job Vacancy Trend in the South West

Job postings citing Data Analytics as a percentage of all IT jobs advertised in the South West.

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 6 months to 19 November 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 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol -17 39 £50,000 +8.11% 2
Gloucestershire +4 22 £47,500 -9.52% 1
Dorset +15 12 £39,250 -56.39%
Somerset -2 10 £75,000 +76.47% 3
Devon -14 9 £45,000 -10.00%
Wiltshire -3 5 £55,000 -
Data Analytics
England

For the 6 months to 19 November 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 96 (98.97%) Analytics
2 42 (43.30%) Agile Software Development
3 32 (32.99%) Python
4 31 (31.96%) Java
4 31 (31.96%) SQL
5 27 (27.84%) Big Data
6 24 (24.74%) Business Intelligence
7 23 (23.71%) JavaScript
8 22 (22.68%) Marketing
9 20 (20.62%) Security Cleared
10 19 (19.59%) C#
11 18 (18.56%) Degree
12 17 (17.53%) Amazon AWS
13 16 (16.49%) Hadoop
13 16 (16.49%) Apache Spark
14 14 (14.43%) Cybersecurity
14 14 (14.43%) .NET
14 14 (14.43%) Artificial Intelligence
14 14 (14.43%) Software Engineering
14 14 (14.43%) Finance
14 14 (14.43%) Migration
15 13 (13.40%) SQL Server
16 12 (12.37%) CSS
16 12 (12.37%) HTML
16 12 (12.37%) Project Management
16 12 (12.37%) ETL
16 12 (12.37%) Retail
16 12 (12.37%) Tableau
16 12 (12.37%) DV Cleared
16 12 (12.37%) jQuery

Data Analytics
Co-occurring 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 16 (16.49%) Apache Spark
2 7 (7.22%) Elasticsearch
3 4 (4.12%) Apache
4 3 (3.09%) Apache Pig
4 3 (3.09%) SAS
5 2 (2.06%) Apache Solr
6 1 (1.03%) JBoss
6 1 (1.03%) Tomcat
Applications
1 5 (5.15%) Spreadsheet
2 2 (2.06%) Adobe Illustrator
2 2 (2.06%) Microsoft Excel
2 2 (2.06%) Photoshop
2 2 (2.06%) SPSS
Cloud Services
1 17 (17.53%) Amazon AWS
2 9 (9.28%) Microsoft Azure
3 3 (3.09%) Amazon EMR
3 3 (3.09%) Amazon Kinesis
3 3 (3.09%) GitHub
3 3 (3.09%) Google Cloud Platform
4 1 (1.03%) Cloud Computing
Communications & Networking
1 6 (6.19%) Internet
Database & Business Intelligence
1 27 (27.84%) Big Data
2 16 (16.49%) Hadoop
3 13 (13.40%) SQL Server
4 10 (10.31%) MongoDB
5 9 (9.28%) Relational Database
6 8 (8.25%) Data Warehouse
7 7 (7.22%) Apache Hive
8 6 (6.19%) SQL Server 2012
8 6 (6.19%) SQL Server 2014
9 5 (5.15%) Amazon Redshift
9 5 (5.15%) Apache Cassandra
9 5 (5.15%) Data Lake
9 5 (5.15%) Power BI
10 4 (4.12%) Spotfire
11 3 (3.09%) BigQuery
11 3 (3.09%) Impala
11 3 (3.09%) MySQL
11 3 (3.09%) Presto
12 2 (2.06%) QlikView
12 2 (2.06%) SQL Server Integration Services
Development Applications
1 6 (6.19%) Team Foundation Server
1 6 (6.19%) Visual Studio
2 4 (4.12%) JIRA
3 2 (2.06%) Balsamiq Mockups
3 2 (2.06%) Eclipse
3 2 (2.06%) Git (software)
3 2 (2.06%) IntelliJ
3 2 (2.06%) NetBeans
4 1 (1.03%) Hudson
4 1 (1.03%) Jenkins
4 1 (1.03%) webpack
General
1 22 (22.68%) Marketing
2 14 (14.43%) Finance
3 12 (12.37%) Retail
4 8 (8.25%) Electronics
5 5 (5.15%) Law
5 5 (5.15%) Manufacturing
5 5 (5.15%) Telecoms
Job Titles
1 24 (24.74%) Developer
2 17 (17.53%) Analyst
3 11 (11.34%) Data Analyst
4 10 (10.31%) JavaScript Developer
5 9 (9.28%) Senior Developer
6 7 (7.22%) Architect
6 7 (7.22%) Data Engineer
7 6 (6.19%) .NET Developer
7 6 (6.19%) Analytics Manager
7 6 (6.19%) ASP.NET MVC Developer
7 6 (6.19%) C# .NET Developer
7 6 (6.19%) C# Developer
7 6 (6.19%) Consultant
7 6 (6.19%) Java Developer
7 6 (6.19%) Lead Developer
7 6 (6.19%) Senior ASP.NET MVC Developer
7 6 (6.19%) Senior C# ASP.NET Developer
7 6 (6.19%) Software Engineer
7 6 (6.19%) Solutions Architect
7 6 (6.19%) Technical Architect
Libraries, Frameworks & Software Standards
1 14 (14.43%) .NET
2 12 (12.37%) CSS
2 12 (12.37%) HTML
2 12 (12.37%) jQuery
3 11 (11.34%) XML
4 10 (10.31%) AngularJS
4 10 (10.31%) Node.js
5 9 (9.28%) React
6 7 (7.22%) .NET Framework
6 7 (7.22%) ASP.NET
6 7 (7.22%) ASP.NET MVC
6 7 (7.22%) Entity Framework
6 7 (7.22%) JSON
6 7 (7.22%) Spring
7 6 (6.19%) J2EE
7 6 (6.19%) LINQ
7 6 (6.19%) REST
7 6 (6.19%) RESTful
7 6 (6.19%) SOAP
7 6 (6.19%) Web Services
Miscellaneous
1 12 (12.37%) Analytical Skills
1 12 (12.37%) User Experience
2 6 (6.19%) Greenfield Project
3 5 (5.15%) Data Protection Act
3 5 (5.15%) Embedded Systems
4 4 (4.12%) Mobile App
5 3 (3.09%) Clustering
5 3 (3.09%) Data Structures
5 3 (3.09%) Management Information System
6 2 (2.06%) Computer Science
6 2 (2.06%) PKI
6 2 (2.06%) Smartphone
7 1 (1.03%) Algorithms
7 1 (1.03%) Digital Media
7 1 (1.03%) Fintech
7 1 (1.03%) Internet of Things
7 1 (1.03%) iPad
7 1 (1.03%) Minimum Viable Product
7 1 (1.03%) Reference Data
Operating Systems
1 7 (7.22%) Linux
2 6 (6.19%) Unix
3 5 (5.15%) Android
3 5 (5.15%) Apple iOS
Processes & Methodologies
1 96 (98.97%) Analytics
2 42 (43.30%) Agile Software Development
3 24 (24.74%) Business Intelligence
4 14 (14.43%) Artificial Intelligence
4 14 (14.43%) Cybersecurity
4 14 (14.43%) Migration
4 14 (14.43%) Software Engineering
5 12 (12.37%) ETL
5 12 (12.37%) Project Management
6 11 (11.34%) Data Modelling
6 11 (11.34%) DevOps
6 11 (11.34%) Machine Learning
7 10 (10.31%) Business Development
7 10 (10.31%) Collaborative Working
7 10 (10.31%) Data Analysis
7 10 (10.31%) IT Strategy
7 10 (10.31%) Scrum
7 10 (10.31%) Visualisation
8 9 (9.28%) Mentoring
9 8 (8.25%) Data Integration
Programming Languages
1 32 (32.99%) Python
2 31 (31.96%) Java
2 31 (31.96%) SQL
3 23 (23.71%) JavaScript
4 19 (19.59%) C#
5 11 (11.34%) Scala
6 10 (10.31%) C
7 9 (9.28%) C++
7 9 (9.28%) R
8 8 (8.25%) Perl
9 6 (6.19%) PHP
10 5 (5.15%) VB
11 3 (3.09%) T-SQL
12 2 (2.06%) Bash Shell
12 2 (2.06%) Ruby
13 1 (1.03%) PL/SQL
13 1 (1.03%) VBA
Qualifications
1 20 (20.62%) Security Cleared
2 18 (18.56%) Degree
3 12 (12.37%) DV Cleared
4 9 (9.28%) SC Cleared
5 1 (1.03%) Computer Science Degree
5 1 (1.03%) PhD
Quality Assurance & Compliance
1 6 (6.19%) Data Quality
2 1 (1.03%) GDPR
2 1 (1.03%) PMO
2 1 (1.03%) QA
System Software
1 7 (7.22%) Docker
Systems Management
1 1 (1.03%) Ansible
1 1 (1.03%) Opscode Chef
1 1 (1.03%) Puppet
1 1 (1.03%) Salt
Vendors
1 12 (12.37%) Tableau
2 7 (7.22%) Microsoft
3 5 (5.15%) SAP
4 3 (3.09%) Atlassian
4 3 (3.09%) Google
4 3 (3.09%) Oracle
5 2 (2.06%) Informatica
6 1 (1.03%) Cognos
6 1 (1.03%) ESRI
6 1 (1.03%) Red Hat