The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited Data Analysis over the 3 months to 24 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Apr 2015
Same period 2014 Same period 2013
Data Analysis
Rank 89 101 77
Rank change year-on-year
+12 -24
Permanent jobs citing Data Analysis 10 13 13
As % of all permanent IT jobs located in Edinburgh 0.72% 0.79% 1.17%
As % of the Processes & Methodologies category 0.84% 0.93% 1.47%
Number of salaries quoted 4 4 5
Average salary £25,462 £36,250 £47,500
Average salary % change year-on-year
-29.76% -23.68%
90% offered a salary of more than £24,000 £27,500 £33,500
10% offered a salary of more than £67,577 £66,000 £65,000
UK excluding London average salary £37,500 £39,500 £35,000
% change year-on-year
-5.06% +12.85%
Data Analysis
Scotland

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

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1195 1403 882
As % of all permanent IT jobs located in Edinburgh 86.53% 85.60% 79.32%
Number of salaries quoted 701 917 503
Average salary £45,000 £42,500 £44,500
Average salary % change year-on-year
+5.88% -4.49%
90% offered a salary of more than £32,500 £29,000 £28,500
10% offered a salary of more than £60,000 £64,000 £60,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Data Analysis
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing Data Analysis across the Edinburgh region as a proportion of the total demand within the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in Edinburgh

Data Analysis
Salary Trend in Edinburgh

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

Data Analysis Salary Trend in Edinburgh

Data Analysis
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Analysis across the Edinburgh region over the 3 months to 24 April 2015.

Data Analysis Salary Histogram in Edinburgh

Data Analysis
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 April 2015, IT jobs across the Edinburgh region citing Data Analysis also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis.

1 22 (64.71%) Finance
2 13 (38.24%) SQL
3 10 (29.41%) SAP
4 9 (26.47%) Degree
4 9 (26.47%) Data Mapping
5 8 (23.53%) Analytical Skills
5 8 (23.53%) Data Management
6 7 (20.59%) Migration
6 7 (20.59%) Data Warehouse
6 7 (20.59%) Microsoft
6 7 (20.59%) Data Quality
6 7 (20.59%) Time Management
6 7 (20.59%) Data Migration
6 7 (20.59%) Banking
7 6 (17.65%) Data Cleansing
7 6 (17.65%) Root Cause Analysis
7 6 (17.65%) Data Governance
7 6 (17.65%) Data Modelling
7 6 (17.65%) Business Intelligence
7 6 (17.65%) Windows
7 6 (17.65%) MS Excel
7 6 (17.65%) Workflow
7 6 (17.65%) SAP MDM
8 5 (14.71%) Agile Software Development
8 5 (14.71%) C#
8 5 (14.71%) SAS
8 5 (14.71%) Analytics
8 5 (14.71%) Computer Science
9 4 (11.76%) Asset Management
9 4 (11.76%) Business Analysis

Data Analysis
Top Related IT Skills in Edinburgh by Category

For the 6 months to 24 April 2015, IT jobs across the Edinburgh region citing Data Analysis also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis. Up to 20 skills are shown per category.

Application Platforms
1 5 (14.71%) SAS
Applications
1 6 (17.65%) MS Excel
2 2 (5.88%) SPSS
3 1 (2.94%) MS Office
Business Applications
1 6 (17.65%) SAP MDM
2 1 (2.94%) Cognos Business Intelligence
2 1 (2.94%) Markit EDM
2 1 (2.94%) WebTrends
Cloud Services
1 1 (2.94%) Google Analytics
Database & Business Intelligence
1 7 (20.59%) Data Warehouse
2 2 (5.88%) Data Mining
2 2 (5.88%) RDBMS
2 2 (5.88%) BusinessObjects
2 2 (5.88%) Spotfire
2 2 (5.88%) QlikView
2 2 (5.88%) BusinessObjects XI
2 2 (5.88%) Oracle BI EE
2 2 (5.88%) Oracle Database
2 2 (5.88%) Relational Database
3 1 (2.94%) SQL Server
3 1 (2.94%) SQL Server 2008
3 1 (2.94%) SQL Server 2012
3 1 (2.94%) SQL Server Reporting Services
3 1 (2.94%) SQL Server Integration Services
General
1 22 (64.71%) Finance
2 7 (20.59%) Banking
3 1 (2.94%) Retail
3 1 (2.94%) Financial Institution
Job Titles
1 25 (73.53%) Analyst
2 19 (55.88%) Data Analyst
3 7 (20.59%) Data Migration Analyst
4 6 (17.65%) SAP Data Analyst
4 6 (17.65%) SAP Analyst
4 6 (17.65%) Master Data Analyst
5 4 (11.76%) Developer
5 4 (11.76%) Software Developer
6 3 (8.82%) Business Analyst
7 2 (5.88%) Data Manager
7 2 (5.88%) Data Analytics Manager
8 1 (2.94%) Data Scientist
8 1 (2.94%) Report Manager
8 1 (2.94%) SQL DBA
8 1 (2.94%) Lead Analyst Programmer
8 1 (2.94%) Lead Programmer
8 1 (2.94%) Data Warehouse Analyst
8 1 (2.94%) Data Administrator
8 1 (2.94%) Business Manager
8 1 (2.94%) Web Analyst
Miscellaneous
1 8 (23.53%) Analytical Skills
2 5 (14.71%) Computer Science
3 4 (11.76%) GIS
4 2 (5.88%) Statistics
4 2 (5.88%) Mathematics
4 2 (5.88%) Visualisation
4 2 (5.88%) iPad
5 1 (2.94%) Data Structures
5 1 (2.94%) Blackberry
5 1 (2.94%) Physics
5 1 (2.94%) Reference Data
5 1 (2.94%) Management Information System
5 1 (2.94%) Tandem
5 1 (2.94%) Economics
Operating Systems
1 6 (17.65%) Windows
Processes & Methodologies
1 9 (26.47%) Data Mapping
2 8 (23.53%) Data Management
3 7 (20.59%) Time Management
3 7 (20.59%) Data Migration
3 7 (20.59%) Migration
4 6 (17.65%) Workflow
4 6 (17.65%) Data Modelling
4 6 (17.65%) Business Intelligence
4 6 (17.65%) Data Cleansing
4 6 (17.65%) Data Governance
4 6 (17.65%) Root Cause Analysis
5 5 (14.71%) Agile Software Development
5 5 (14.71%) Analytics
6 4 (11.76%) Cartography
6 4 (11.76%) Asset Management
6 4 (11.76%) Scrum
6 4 (11.76%) Validation
6 4 (11.76%) Business Analysis
7 3 (8.82%) Stakeholder Management
7 3 (8.82%) Project Management
Programming Languages
1 13 (38.24%) SQL
2 5 (14.71%) C#
3 4 (11.76%) C++
3 4 (11.76%) Java
3 4 (11.76%) VBA
3 4 (11.76%) Objective-C
4 2 (5.88%) C
5 1 (2.94%) R
5 1 (2.94%) Python
Qualifications
1 9 (26.47%) Degree
2 1 (2.94%) PhD
Quality Assurance & Compliance
1 7 (20.59%) Data Quality
2 2 (5.88%) ISO 9001
3 1 (2.94%) QA
Vendors
1 10 (29.41%) SAP
2 7 (20.59%) Microsoft
3 4 (11.76%) Oracle
4 3 (8.82%) Business Objects
4 3 (8.82%) Cognos
4 3 (8.82%) Tableau
5 1 (2.94%) Salesforce.com
5 1 (2.94%) Charles River
5 1 (2.94%) Google
Edinburgh, Midlothian
PwC
Salary: Competitive + Benefits
Posted: 2 hours ago
Edinburgh
Cathcart Associates
Posted: 11 days ago
Edinburgh, Midlothian
PwC
Salary: Competitive plus benefits
Posted: 17 days ago