The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 87 83 115
Rank change year-on-year
-4 +32
Permanent jobs citing Data Analytics 13 12 3
As % of all permanent IT jobs located in Edinburgh 1.00% 0.88% 0.18%
As % of the Processes & Methodologies category 1.11% 1.00% 0.21%
Number of salaries quoted 11 8 0
Median salary £74,000 £50,000 -
Median salary % change year-on-year
+48.00% -
UK excluding London median salary £51,980 £47,500 £45,000
% change year-on-year
+9.43% +5.55%
Data Analytics
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
1167 1202 1433
As % of all permanent IT jobs located in Edinburgh 89.98% 88.06% 87.32%
Number of salaries quoted 741 720 930
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,000 £32,500 £29,000
10% offered a salary of more than £68,500 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analytics
Jobs Demand Trend in Edinburgh

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

Data Analytics Jobs Demand Trend in Edinburgh

Data Analytics
Salary Trend in Edinburgh

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

Data Analytics Salary Trend in Edinburgh

Data Analytics
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Analytics across the Edinburgh region over the 3 months to 5 May 2016.

Data Analytics Salary Histogram in Edinburgh

Data Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 5 May 2016, 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 Edinburgh region with a requirement for Data Analytics.

1 19 (100.00%) Analytics
2 12 (63.16%) Banking
3 11 (57.89%) Business Intelligence
4 10 (52.63%) SAS
4 10 (52.63%) Retail
4 10 (52.63%) Big Data
5 9 (47.37%) Data Visualisation
5 9 (47.37%) Visualisation
6 8 (42.11%) Business Development
6 8 (42.11%) Data Modelling
6 8 (42.11%) Oracle
7 7 (36.84%) SQL Server
7 7 (36.84%) SPSS
7 7 (36.84%) Credit Risk
8 5 (26.32%) Finance
9 3 (15.79%) Middleware
9 3 (15.79%) ISEB
9 3 (15.79%) SOA
9 3 (15.79%) SQL Server Reporting Services
9 3 (15.79%) Software Engineering
9 3 (15.79%) Zachman Framework
9 3 (15.79%) TOGAF
9 3 (15.79%) Retail Banking
9 3 (15.79%) Degree
9 3 (15.79%) SQL Server Integration Services
9 3 (15.79%) ISTQB
9 3 (15.79%) ISTQB Foundation Certification
9 3 (15.79%) Agile Software Development
9 3 (15.79%) Open Source
10 2 (10.53%) V-Model

Data Analytics
Top Related IT Skills in Edinburgh 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 10 (52.63%) SAS
Applications
1 7 (36.84%) SPSS
Database & Business Intelligence
1 10 (52.63%) Big Data
2 7 (36.84%) SQL Server
3 3 (15.79%) SQL Server Integration Services
3 3 (15.79%) SQL Server Reporting Services
4 2 (10.53%) BusinessObjects
4 2 (10.53%) Data Warehouse
4 2 (10.53%) QlikView
Development Applications
1 1 (5.26%) Team Foundation Server
General
1 12 (63.16%) Banking
2 10 (52.63%) Retail
3 5 (26.32%) Finance
4 3 (15.79%) Retail Banking
5 2 (10.53%) Local Government
6 1 (5.26%) General Ledger
6 1 (5.26%) Legal
6 1 (5.26%) Marketing
Job Titles
1 7 (36.84%) Analytics Manager
1 7 (36.84%) Business Intelligence Manager
1 7 (36.84%) Data Analytics Manager
1 7 (36.84%) Data Manager
2 3 (15.79%) Analyst
2 3 (15.79%) Architect
2 3 (15.79%) Banking Analyst
2 3 (15.79%) Solutions Architect
3 2 (10.53%) Consultant
3 2 (10.53%) Data Consultant
3 2 (10.53%) Senior Consultant
3 2 (10.53%) Senior Strategy Consultant
3 2 (10.53%) Strategy Consultant
3 2 (10.53%) Test Analyst
4 1 (5.26%) Business Intelligence Developer
4 1 (5.26%) Data Warehouse Analyst
4 1 (5.26%) Deployment Project Manager
4 1 (5.26%) IT Analyst
4 1 (5.26%) IT Security Analyst
4 1 (5.26%) Test Leader
Libraries, Frameworks & Software Standards
1 3 (15.79%) Middleware
2 1 (5.26%) CGI
Miscellaneous
1 9 (47.37%) Visualisation
2 7 (36.84%) Credit Risk
3 1 (5.26%) Data Extraction
3 1 (5.26%) Enterprise Software
3 1 (5.26%) Management Information System
Processes & Methodologies
1 19 (100.00%) Analytics
2 11 (57.89%) Business Intelligence
3 9 (47.37%) Data Visualisation
4 8 (42.11%) Business Development
4 8 (42.11%) Data Modelling
5 3 (15.79%) Agile Software Development
5 3 (15.79%) Open Source
5 3 (15.79%) SOA
5 3 (15.79%) Software Engineering
5 3 (15.79%) TOGAF
5 3 (15.79%) Zachman Framework
6 2 (10.53%) Business Transformation
6 2 (10.53%) Data Transformation
6 2 (10.53%) DevOps
6 2 (10.53%) Presales
6 2 (10.53%) Project Management
6 2 (10.53%) Requirements Management
6 2 (10.53%) Software Testing
6 2 (10.53%) Stakeholder Management
6 2 (10.53%) Waterfall
Programming Languages
1 2 (10.53%) SQL
Qualifications
1 3 (15.79%) Degree
1 3 (15.79%) ISEB
1 3 (15.79%) ISTQB
1 3 (15.79%) ISTQB Foundation Certification
2 1 (5.26%) CISA
2 1 (5.26%) CISM
2 1 (5.26%) CISSP
2 1 (5.26%) ITIL Certification
Quality Assurance & Compliance
1 2 (10.53%) IAS 39
2 1 (5.26%) FATCA
2 1 (5.26%) ISO/IEC 27001
Systems Management
1 1 (5.26%) HP Quality Center
Vendors
1 8 (42.11%) Oracle
2 2 (10.53%) Ab Initio
2 2 (10.53%) Hyperion
2 2 (10.53%) Informatica
2 2 (10.53%) Tableau
Edinburgh, Midlothian
Lorien Resourcing
Salary: £65000 - £75000 per annum + Car Allow + Bonus + Benefits
Posted: 2 hours ago
Edinburgh, Midlothian
Net Talent
Posted: 3 hours ago
Edinburgh, Midlothian
onezeero.
Salary: £70000 - £78000 per annum + Car/Bonus
Posted: 8 hours ago
Edinburgh, Midlothian
CGI
Salary: £50000 - £65000 per annum + benefits
Posted: 2 days ago