The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 56 57 58
Rank change year-on-year
+1 +1
Permanent jobs citing Data Analysis 5 3 1
As % of all permanent IT jobs located in Cheltenham 1.01% 0.73% 0.29%
As % of the Processes & Methodologies category 1.15% 0.89% 0.31%
Number of salaries quoted 1 3 1
Median salary £27,500 £28,000 £35,000
Median salary % change year-on-year
-1.78% -20.00%
UK excluding London median salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
Data Analysis
Gloucestershire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cheltenham region.

Processes & Methodologies Category
Cheltenham
Permanent IT job ads with a match in the
Processes & Methodologies category
436 338 318
As % of all permanent IT jobs located in Cheltenham 88.44% 82.04% 90.86%
Number of salaries quoted 280 277 274
Median salary £47,500 £42,500 £40,000
Median salary % change year-on-year
+11.76% +6.25%
90% offered a salary of more than £35,000 £30,000 £29,000
10% offered a salary of more than £65,000 £55,000 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Cheltenham

The demand trend of job ads across the Cheltenham region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend 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 across the Cheltenham region.

Data Analysis Salary Trend in Cheltenham

Data Analysis
Top 30 Related IT Skills in Cheltenham

For the 6 months to 3 May 2016, 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 4 (66.67%) SQL
1 4 (66.67%) Big Data
1 4 (66.67%) Analytics
2 3 (50.00%) Data Analytics
2 3 (50.00%) Cyberthreat
2 3 (50.00%) SC Cleared
2 3 (50.00%) DV Cleared
2 3 (50.00%) Security Cleared
2 3 (50.00%) Data Architecture
2 3 (50.00%) Hadoop
2 3 (50.00%) SQL Server
2 3 (50.00%) Data Mining
3 2 (33.33%) ETL
3 2 (33.33%) SAS
3 2 (33.33%) Microsoft
3 2 (33.33%) i2
3 2 (33.33%) Visual Studio
3 2 (33.33%) Data Warehouse
3 2 (33.33%) Windows
3 2 (33.33%) Linux
3 2 (33.33%) GIS
3 2 (33.33%) SQL Server Reporting Services
3 2 (33.33%) Visualisation
3 2 (33.33%) Cloudera
3 2 (33.33%) SAS Macro
3 2 (33.33%) Data Visualisation
3 2 (33.33%) Data Engineering
3 2 (33.33%) Oracle
4 1 (16.67%) Deep Learning
4 1 (16.67%) Docker

Data Analysis
Top Related 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:

Application Platforms
1 2 (33.33%) SAS
2 1 (16.67%) Elasticsearch
Applications
1 1 (16.67%) MS Excel
1 1 (16.67%) MS Office
Database & Business Intelligence
1 4 (66.67%) Big Data
2 3 (50.00%) Data Mining
2 3 (50.00%) Hadoop
2 3 (50.00%) SQL Server
3 2 (33.33%) Data Warehouse
3 2 (33.33%) GIS
3 2 (33.33%) SQL Server Reporting Services
4 1 (16.67%) MongoDB
4 1 (16.67%) SQL Server Analysis Services
4 1 (16.67%) SQL Server Integration Services
Development Applications
1 2 (33.33%) Visual Studio
General
1 1 (16.67%) Finance
1 1 (16.67%) Marketing
Job Titles
1 2 (33.33%) Big Data Developer
1 2 (33.33%) Big Data Engineer
1 2 (33.33%) Data Engineer
1 2 (33.33%) Developer
1 2 (33.33%) Security Engineer
2 1 (16.67%) Administrator
2 1 (16.67%) Analyst
2 1 (16.67%) Architect
2 1 (16.67%) Big Data Architect
2 1 (16.67%) Data Architect
2 1 (16.67%) Data Scientist
2 1 (16.67%) DBA
2 1 (16.67%) Report Analyst
2 1 (16.67%) Security Architect
2 1 (16.67%) SQL DBA
Libraries, Frameworks & Software Standards
1 1 (16.67%) JSON
1 1 (16.67%) Kafka
1 1 (16.67%) Natural Language Processing
1 1 (16.67%) XSD
Miscellaneous
1 3 (50.00%) Cyberthreat
2 2 (33.33%) Visualisation
3 1 (16.67%) Analytical Skills
3 1 (16.67%) Social Media
3 1 (16.67%) Statistics
Operating Systems
1 2 (33.33%) Linux
1 2 (33.33%) Windows
Processes & Methodologies
1 4 (66.67%) Analytics
2 3 (50.00%) Data Analytics
2 3 (50.00%) Data Architecture
3 2 (33.33%) Data Engineering
3 2 (33.33%) Data Visualisation
3 2 (33.33%) ETL
4 1 (16.67%) Big Data Analytics
4 1 (16.67%) Data Cleansing
4 1 (16.67%) Data Migration
4 1 (16.67%) Data Modelling
4 1 (16.67%) Data Security
4 1 (16.67%) Deep Learning
4 1 (16.67%) Enterprise Architecture
4 1 (16.67%) Machine Learning
4 1 (16.67%) Migration
4 1 (16.67%) Presales
4 1 (16.67%) UML
Programming Languages
1 4 (66.67%) SQL
2 2 (33.33%) SAS Macro
3 1 (16.67%) Python
3 1 (16.67%) Scala
3 1 (16.67%) T-SQL
Qualifications
1 3 (50.00%) DV Cleared
1 3 (50.00%) SC Cleared
1 3 (50.00%) Security Cleared
System Software
1 1 (16.67%) Docker
Vendors
1 2 (33.33%) Cloudera
1 2 (33.33%) i2
1 2 (33.33%) Microsoft
1 2 (33.33%) Oracle