Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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
Gloucestershire > Cheltenham
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 72 71 78
Rank change year-on-year -1 +7 -8
Permanent jobs citing Data Analysis 9 27 6
As % of all permanent IT jobs advertised in Cheltenham 1.90% 3.25% 0.90%
As % of the Processes & Methodologies category 2.10% 3.59% 0.98%
Number of salaries quoted 8 27 5
Cheltenham median annual salary £45,000 £45,000 £60,000
Median salary % change year-on-year - -25.00% +26.32%
10th Percentile £41,000 £25,500 £26,900
90th Percentile £62,250 £70,000 £67,500
Gloucestershire median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -15.79%

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 Cheltenham with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheltenham
Permanent vacancies with a requirement for process or methodology skills 429 753 613
As % of all permanent IT jobs advertised in Cheltenham 90.70% 90.72% 92.18%
Number of salaries quoted 374 641 486
Cheltenham median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -
10th Percentile £24,000 £28,250 £26,250
90th Percentile £60,000 £66,250 £65,000
Gloucestershire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Data Analysis
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Data Analysis in Cheltenham

Data Analysis
Salary Trend in Cheltenham

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

Salary trend for Data Analysis in Cheltenham

Data Analysis
Salary Histogram in Cheltenham

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

Salary histogram for Data Analysis in Cheltenham

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 Cheltenham region with a requirement for Data Analysis.

1 6 (66.67%) Finance
2 5 (55.56%) Analytical Skills
2 5 (55.56%) SQL
2 5 (55.56%) SQL Server
2 5 (55.56%) Microsoft Excel
2 5 (55.56%) Business Intelligence
2 5 (55.56%) BusinessObjects
3 2 (22.22%) Software Engineering
4 1 (11.11%) ISO/IEC 27001
4 1 (11.11%) Degree
4 1 (11.11%) Mathematics
4 1 (11.11%) Physics
4 1 (11.11%) Computer Science
4 1 (11.11%) jQuery
4 1 (11.11%) Wireframes
4 1 (11.11%) Virtual Machines
4 1 (11.11%) Prototyping
4 1 (11.11%) Threat Intelligence
4 1 (11.11%) Intrusion Detection
4 1 (11.11%) Penetration Testing
4 1 (11.11%) Algorithms
4 1 (11.11%) Marionette.js
4 1 (11.11%) React
4 1 (11.11%) lodash
4 1 (11.11%) Malware Analysis
4 1 (11.11%) Malware Detection/Protection
4 1 (11.11%) Front End Development
4 1 (11.11%) Vue (Vue.js)
4 1 (11.11%) CISM
4 1 (11.11%) Risk Assessment

Data Analysis
Co-occurring IT Skills in Cheltenham 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 5 (55.56%) Microsoft Excel
Cloud Services
1 1 (11.11%) Microsoft Azure
Communications & Networking
1 1 (11.11%) Intrusion Detection
Database & Business Intelligence
1 5 (55.56%) BusinessObjects
1 5 (55.56%) SQL Server
2 1 (11.11%) Data Mining
General
1 6 (66.67%) Finance
Job Titles
1 5 (55.56%) Analyst
1 5 (55.56%) Business Data Analyst
1 5 (55.56%) Business Intelligence Analyst
1 5 (55.56%) Business Intelligence Data Analyst
1 5 (55.56%) Data Analyst
2 1 (11.11%) Consultant
2 1 (11.11%) Developer
2 1 (11.11%) Front End Developer (Client-Side Developer)
2 1 (11.11%) IT Consultant
2 1 (11.11%) IT Security Consultant
2 1 (11.11%) Machine Learning Engineer
2 1 (11.11%) Security Consultant
2 1 (11.11%) Security Engineer
2 1 (11.11%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (11.11%) AngularJS
1 1 (11.11%) Backbone.js
1 1 (11.11%) CSS
1 1 (11.11%) CSS3
1 1 (11.11%) D3.js
1 1 (11.11%) Ember.js
1 1 (11.11%) Express
1 1 (11.11%) HTML
1 1 (11.11%) HTML5
1 1 (11.11%) jQuery
1 1 (11.11%) lodash
1 1 (11.11%) Marionette.js
1 1 (11.11%) Node.js
1 1 (11.11%) React
1 1 (11.11%) REST
1 1 (11.11%) RESTful
1 1 (11.11%) Vue (Vue.js)
Miscellaneous
1 5 (55.56%) Analytical Skills
2 1 (11.11%) Algorithms
2 1 (11.11%) Computer Science
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) VMS
Processes & Methodologies
1 5 (55.56%) Business Intelligence
2 2 (22.22%) Software Engineering
3 1 (11.11%) Analytics
3 1 (11.11%) Front End Development
3 1 (11.11%) Machine Learning
3 1 (11.11%) Malware Analysis
3 1 (11.11%) Malware Detection/Protection
3 1 (11.11%) Mathematics
3 1 (11.11%) Penetration Testing
3 1 (11.11%) Physics
3 1 (11.11%) Prototyping
3 1 (11.11%) Reverse Engineering
3 1 (11.11%) Risk Assessment
3 1 (11.11%) Threat Intelligence
3 1 (11.11%) Wireframes
Programming Languages
1 5 (55.56%) SQL
2 1 (11.11%) C
2 1 (11.11%) C#
2 1 (11.11%) C++
2 1 (11.11%) JavaScript
2 1 (11.11%) Python
Qualifications
1 1 (11.11%) CISM
1 1 (11.11%) CISSP
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 1 (11.11%) ISO/IEC 27001
System Software
1 1 (11.11%) Virtual Machines
Vendors
1 1 (11.11%) Microsoft