Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South West > Gloucestershire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 101 125 133
Rank change year-on-year +24 +8 -11
Permanent jobs citing Data Analysis 35 40 13
As % of all permanent IT jobs advertised in Gloucestershire 2.36% 1.77% 0.64%
As % of the Processes & Methodologies category 2.66% 1.96% 0.71%
Number of salaries quoted 19 38 9
Gloucestershire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -15.79%
10th Percentile £25,750 £25,500 £23,950
90th Percentile £61,500 £70,000 £67,500
South West median annual salary £37,500 £40,000 £40,000
% change year-on-year -6.25% - +9.59%

Data Analysis 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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1318 2046 1822
As % of all permanent IT jobs advertised in Gloucestershire 88.69% 90.33% 89.49%
Number of salaries quoted 1072 1674 1472
Gloucestershire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £25,750 £26,400 £26,250
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Data Analysis
Job Vacancy Trend in Gloucestershire

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Data Analysis in Gloucestershire

Data Analysis
Salary Trend in Gloucestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in Gloucestershire.

Salary trend for Data Analysis in Gloucestershire

Data Analysis
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Analysis in Gloucestershire over the 6 months to 22 November 2017.

Salary histogram for Data Analysis in Gloucestershire

Data Analysis
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Gloucestershire region over the 6 months to 22 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
Cirencester - 22 £26,500 -
Cheltenham -1 9 £45,000 - 1
Gloucester +19 3 £45,000 +5.88%
Data Analysis
South West

For the 6 months to 22 November 2017, IT jobs citing Data Analysis 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 Gloucestershire region with a requirement for Data Analysis.

1 29 (82.86%) SQL
2 26 (74.29%) SQL Server
2 26 (74.29%) Finance
3 23 (65.71%) Business Intelligence
3 23 (65.71%) BusinessObjects
4 21 (60.00%) Analytical Skills
5 18 (51.43%) Microsoft Excel
6 16 (45.71%) Data Modelling
6 16 (45.71%) Degree
6 16 (45.71%) Mathematics
7 15 (42.86%) ERwin
7 15 (42.86%) Data Warehouse
8 10 (28.57%) Data Management
8 10 (28.57%) Numerate Degree
9 6 (17.14%) Data Architecture
9 6 (17.14%) Statistical Modelling
9 6 (17.14%) Kimball Methodology
9 6 (17.14%) Analytics
9 6 (17.14%) Migration
9 6 (17.14%) ETL
10 5 (14.29%) Economics
10 5 (14.29%) Business Analysis
10 5 (14.29%) SQL Server Integration Services
10 5 (14.29%) SQL Server 2012
10 5 (14.29%) Tableau
10 5 (14.29%) Data Mapping
10 5 (14.29%) SQL Server 2008
10 5 (14.29%) Power BI
10 5 (14.29%) Qlik Sense
11 3 (8.57%) .NET

Data Analysis
Co-occurring IT Skills in Gloucestershire 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:

Applications
1 18 (51.43%) Microsoft Excel
2 2 (5.71%) Microsoft Office
2 2 (5.71%) Microsoft PowerPoint
2 2 (5.71%) MS Visio
3 1 (2.86%) GNU Octave
Cloud Services
1 1 (2.86%) Amazon AWS
1 1 (2.86%) Microsoft Azure
1 1 (2.86%) SaaS
1 1 (2.86%) Serverless
Communications & Networking
1 1 (2.86%) Intrusion Detection
Database & Business Intelligence
1 26 (74.29%) SQL Server
2 23 (65.71%) BusinessObjects
3 15 (42.86%) Data Warehouse
4 5 (14.29%) Power BI
4 5 (14.29%) Qlik Sense
4 5 (14.29%) SQL Server 2008
4 5 (14.29%) SQL Server 2012
4 5 (14.29%) SQL Server Integration Services
5 2 (5.71%) Oracle Database
5 2 (5.71%) RDBMS
5 2 (5.71%) Relational Database
6 1 (2.86%) Big Data
6 1 (2.86%) Data Mining
6 1 (2.86%) Hadoop
6 1 (2.86%) NoSQL
6 1 (2.86%) SQL Server 2014
Development Applications
1 15 (42.86%) ERwin
2 2 (5.71%) Oracle APEX
3 1 (2.86%) Team Foundation Server
General
1 26 (74.29%) Finance
Job Titles
1 30 (85.71%) Analyst
2 23 (65.71%) Data Analyst
3 14 (40.00%) Business Intelligence Analyst
4 9 (25.71%) Business Intelligence Data Analyst
5 6 (17.14%) Business Data Analyst
6 4 (11.43%) Financial Analyst
6 4 (11.43%) Senior Analyst
6 4 (11.43%) Senior Data Analyst
6 4 (11.43%) SQL Analyst
7 3 (8.57%) Senior Financial Analyst
8 2 (5.71%) Developer
8 2 (5.71%) Senior Business Intelligence Analyst
8 2 (5.71%) SQL Data Analyst
8 2 (5.71%) Systems Analyst
9 1 (2.86%) Business Analyst
9 1 (2.86%) Consultant
9 1 (2.86%) IT Consultant
9 1 (2.86%) IT Security Consultant
9 1 (2.86%) Security Consultant
9 1 (2.86%) Software Engineer
Libraries, Frameworks & Software Standards
1 3 (8.57%) .NET
2 2 (5.71%) AngularJS
2 2 (5.71%) CSS
2 2 (5.71%) HTML
2 2 (5.71%) HTML5
2 2 (5.71%) jQuery
2 2 (5.71%) RESTful
2 2 (5.71%) Vue (Vue.js)
3 1 (2.86%) .NET Core
3 1 (2.86%) Backbone.js
3 1 (2.86%) CSS3
3 1 (2.86%) D3.js
3 1 (2.86%) Express
3 1 (2.86%) lodash
3 1 (2.86%) Marionette.js
3 1 (2.86%) Node.js
3 1 (2.86%) React
3 1 (2.86%) REST
3 1 (2.86%) TensorFlow
3 1 (2.86%) Twitter Bootstrap
Miscellaneous
1 21 (60.00%) Analytical Skills
2 1 (2.86%) Algorithms
2 1 (2.86%) Computer Science
Operating Systems
1 1 (2.86%) Linux
1 1 (2.86%) VMS
Processes & Methodologies
1 23 (65.71%) Business Intelligence
2 16 (45.71%) Data Modelling
2 16 (45.71%) Mathematics
3 10 (28.57%) Data Management
4 6 (17.14%) Analytics
4 6 (17.14%) Data Architecture
4 6 (17.14%) ETL
4 6 (17.14%) Kimball Methodology
4 6 (17.14%) Migration
4 6 (17.14%) Statistical Modelling
5 5 (14.29%) Business Analysis
5 5 (14.29%) Data Mapping
5 5 (14.29%) Economics
6 2 (5.71%) Change Management
6 2 (5.71%) Data Transformation
6 2 (5.71%) ITIL
6 2 (5.71%) SDLC
6 2 (5.71%) Software Engineering
6 2 (5.71%) User Acceptance Testing
6 2 (5.71%) Wealth Management
Programming Languages
1 29 (82.86%) SQL
2 2 (5.71%) C#
2 2 (5.71%) Python
3 1 (2.86%) C
3 1 (2.86%) C++
3 1 (2.86%) Fortran
3 1 (2.86%) JavaScript
3 1 (2.86%) MATLAB
Qualifications
1 16 (45.71%) Degree
2 10 (28.57%) Numerate Degree
3 1 (2.86%) CISM
3 1 (2.86%) CISSP
Quality Assurance & Compliance
1 1 (2.86%) ISO/IEC 27001
System Software
1 1 (2.86%) Virtual Machines
Vendors
1 5 (14.29%) Tableau
2 2 (5.71%) Microsoft
2 2 (5.71%) Oracle