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 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Data Analytics
Rank 76 88 116
Rank change year-on-year
+12 +28
Permanent jobs citing Data Analytics 18 12 2
As % of all permanent IT jobs located in Edinburgh 1.47% 0.87% 0.13%
As % of the Processes & Methodologies category 1.62% 0.98% 0.14%
Number of salaries quoted 15 8 0
Median salary £74,000 £50,000 -
Median salary % change year-on-year
+48.00% -
UK excluding London median salary £50,000 £46,250 £46,000
% change year-on-year
+8.10% +0.54%
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
1110 1224 1397
As % of all permanent IT jobs located in Edinburgh 90.69% 89.08% 87.97%
Number of salaries quoted 675 747 915
Median salary £47,500 £45,000 £44,000
Median salary % change year-on-year
+5.55% +2.27%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £70,000 £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 29 May 2016.

Data Analytics Salary Histogram in Edinburgh

Data Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 29 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 25 (100.00%) Analytics
2 17 (68.00%) Business Intelligence
3 16 (64.00%) SAS
4 15 (60.00%) Banking
4 15 (60.00%) Visualisation
4 15 (60.00%) Data Visualisation
5 14 (56.00%) Big Data
5 14 (56.00%) Retail
6 12 (48.00%) Business Development
6 12 (48.00%) Oracle
6 12 (48.00%) Data Modelling
7 11 (44.00%) SQL Server
7 11 (44.00%) SPSS
7 11 (44.00%) Credit Risk
8 6 (24.00%) Finance
9 5 (20.00%) SQL Server Reporting Services
9 5 (20.00%) SQL Server Integration Services
10 4 (16.00%) IAS 39
10 4 (16.00%) Degree
10 4 (16.00%) QlikView
10 4 (16.00%) Ab Initio
10 4 (16.00%) Hyperion
10 4 (16.00%) Informatica
10 4 (16.00%) BusinessObjects
10 4 (16.00%) Tableau
10 4 (16.00%) Data Transformation
11 3 (12.00%) Open Source
11 3 (12.00%) ISTQB Foundation Certification
11 3 (12.00%) Agile Software Development
11 3 (12.00%) ISEB

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 16 (64.00%) SAS
Applications
1 11 (44.00%) SPSS
Database & Business Intelligence
1 14 (56.00%) Big Data
2 11 (44.00%) SQL Server
3 5 (20.00%) SQL Server Integration Services
3 5 (20.00%) SQL Server Reporting Services
4 4 (16.00%) BusinessObjects
4 4 (16.00%) QlikView
5 2 (8.00%) Data Warehouse
Development Applications
1 1 (4.00%) Team Foundation Server
General
1 15 (60.00%) Banking
2 14 (56.00%) Retail
3 6 (24.00%) Finance
4 3 (12.00%) Retail Banking
5 2 (8.00%) Local Government
6 1 (4.00%) General Ledger
6 1 (4.00%) Marketing
Job Titles
1 11 (44.00%) Analytics Manager
1 11 (44.00%) Business Intelligence Manager
1 11 (44.00%) Data Analytics Manager
1 11 (44.00%) Data Manager
2 4 (16.00%) Consultant
2 4 (16.00%) Senior Consultant
3 3 (12.00%) Architect
3 3 (12.00%) Data Consultant
3 3 (12.00%) Senior Strategy Consultant
3 3 (12.00%) Solutions Architect
3 3 (12.00%) Strategy Consultant
4 2 (8.00%) Analyst
4 2 (8.00%) Banking Analyst
4 2 (8.00%) Test Analyst
5 1 (4.00%) Business Intelligence Consultant
5 1 (4.00%) Data Warehouse Analyst
5 1 (4.00%) Deployment Manager
5 1 (4.00%) Developer
5 1 (4.00%) Project Manager
5 1 (4.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (12.00%) Middleware
2 1 (4.00%) CGI
Miscellaneous
1 15 (60.00%) Visualisation
2 11 (44.00%) Credit Risk
3 1 (4.00%) Data Extraction
3 1 (4.00%) Enterprise Software
Operating Systems
1 1 (4.00%) Unix
1 1 (4.00%) Windows
Processes & Methodologies
1 25 (100.00%) Analytics
2 17 (68.00%) Business Intelligence
3 15 (60.00%) Data Visualisation
4 12 (48.00%) Business Development
4 12 (48.00%) Data Modelling
5 4 (16.00%) Data Transformation
6 3 (12.00%) Agile Software Development
6 3 (12.00%) Open Source
6 3 (12.00%) SOA
6 3 (12.00%) Software Engineering
6 3 (12.00%) TOGAF
6 3 (12.00%) Zachman Framework
7 2 (8.00%) DevOps
7 2 (8.00%) Information Assurance
7 2 (8.00%) Presales
7 2 (8.00%) Requirements Management
7 2 (8.00%) Security Testing
7 2 (8.00%) Software Testing
7 2 (8.00%) V-Model
7 2 (8.00%) Waterfall
Programming Languages
1 2 (8.00%) SQL
2 1 (4.00%) PowerShell
Qualifications
1 4 (16.00%) Degree
2 3 (12.00%) ISEB
2 3 (12.00%) ISTQB
2 3 (12.00%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 4 (16.00%) IAS 39
2 1 (4.00%) FATCA
2 1 (4.00%) ISO/IEC 27001
Systems Management
1 1 (4.00%) HP Quality Center
1 1 (4.00%) Opscode Chef
1 1 (4.00%) Puppet
Vendors
1 12 (48.00%) Oracle
2 4 (16.00%) Ab Initio
2 4 (16.00%) Hyperion
2 4 (16.00%) Informatica
2 4 (16.00%) Tableau
3 1 (4.00%) VMware
Edinburgh, Midlothian
Harvey Nash plc
Salary: £26000 - £30000 per annum
Posted: 6 days ago
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 5 days ago
Edinburgh, Midlothian
CGI
Salary: £50000 - £65000 per annum + benefits
Posted: 26 days ago