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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Analytics
Rank 71 95 103
Rank change year-on-year
+24 +8
Permanent jobs citing Data Analytics 27 9 7
As % of all permanent IT jobs located in Edinburgh 2.22% 0.61% 0.47%
As % of the Processes & Methodologies category 2.44% 0.67% 0.54%
Number of salaries quoted 11 7 3
Median salary £70,000 £45,000 £30,000
Median salary % change year-on-year
+55.55% +50.00%
90% offered a salary of more than £31,500 £31,000 £28,000
10% offered a salary of more than £77,000 £45,800 £50,000
UK excluding London median salary £52,500 £47,500 £42,500
% change year-on-year
+10.52% +11.76%
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
1108 1339 1304
As % of all permanent IT jobs located in Edinburgh 91.19% 90.84% 87.63%
Number of salaries quoted 653 855 870
Median salary £47,500 £44,500 £42,500
Median salary % change year-on-year
+6.74% +4.70%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £67,500 £60,000 £65,000
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 30 July 2016.

Data Analytics Salary Histogram in Edinburgh

Data Analytics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 July 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 38 (100.00%) Analytics
2 19 (50.00%) Business Intelligence
3 18 (47.37%) Visualisation
4 17 (44.74%) Big Data
4 17 (44.74%) Data Modelling
5 16 (42.11%) SPSS
5 16 (42.11%) SAS
5 16 (42.11%) Data Visualisation
6 13 (34.21%) Business Development
6 13 (34.21%) Banking
6 13 (34.21%) Retail
7 12 (31.58%) Oracle
7 12 (31.58%) SQL Server
7 12 (31.58%) Credit Risk
8 10 (26.32%) Degree
9 7 (18.42%) Tableau
10 6 (15.79%) Finance
11 5 (13.16%) SQL Server Reporting Services
11 5 (13.16%) SQL Server Integration Services
11 5 (13.16%) Marketing
12 4 (10.53%) QlikView
12 4 (10.53%) Customer Insight
12 4 (10.53%) Data Transformation
12 4 (10.53%) Software Engineering
12 4 (10.53%) IAS 39
12 4 (10.53%) Ab Initio
12 4 (10.53%) Hyperion
12 4 (10.53%) Informatica
12 4 (10.53%) Data Mining
12 4 (10.53%) BusinessObjects

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 (42.11%) SAS
2 2 (5.26%) Apache Spark
Applications
1 16 (42.11%) SPSS
2 2 (5.26%) MS Excel
3 1 (2.63%) MS PowerPoint
3 1 (2.63%) MS Project
3 1 (2.63%) MS Visio
Business Applications
1 1 (2.63%) Dynamics CRM
Database & Business Intelligence
1 17 (44.74%) Big Data
2 12 (31.58%) SQL Server
3 5 (13.16%) SQL Server Integration Services
3 5 (13.16%) SQL Server Reporting Services
4 4 (10.53%) BusinessObjects
4 4 (10.53%) Data Mining
4 4 (10.53%) QlikView
5 3 (7.89%) Data Warehouse
6 1 (2.63%) Power BI
6 1 (2.63%) Sisense
6 1 (2.63%) SQL Server Analysis Services
Development Applications
1 1 (2.63%) Codeship
1 1 (2.63%) Git (software)
1 1 (2.63%) Jenkins
1 1 (2.63%) Subversion
1 1 (2.63%) Team Foundation Server
1 1 (2.63%) Vagrant
General
1 13 (34.21%) Banking
1 13 (34.21%) Retail
2 6 (15.79%) Finance
3 5 (13.16%) Marketing
4 2 (5.26%) Local Government
5 1 (2.63%) Retail Banking
Job Titles
1 12 (31.58%) Analytics Manager
1 12 (31.58%) Business Intelligence Manager
1 12 (31.58%) Data Analytics Manager
1 12 (31.58%) Data Manager
2 9 (23.68%) Architect
3 6 (15.79%) Analyst
3 6 (15.79%) Solutions Architect
4 5 (13.16%) Consultant
4 5 (13.16%) Senior Consultant
5 4 (10.53%) Data Analyst
5 4 (10.53%) Data Consultant
5 4 (10.53%) Marketing Analyst
5 4 (10.53%) Marketing Data Analyst
6 3 (7.89%) Data Architect
6 3 (7.89%) Senior Strategy Consultant
6 3 (7.89%) Strategy Consultant
7 1 (2.63%) Business Developer
7 1 (2.63%) Business Intelligence Consultant
7 1 (2.63%) Systems Engineer
7 1 (2.63%) Test Analyst
Libraries, Frameworks & Software Standards
1 3 (7.89%) Middleware
2 1 (2.63%) CGI
2 1 (2.63%) RESTful
Miscellaneous
1 18 (47.37%) Visualisation
2 12 (31.58%) Credit Risk
3 2 (5.26%) Blockchain
3 2 (5.26%) Data Integration
Operating Systems
1 1 (2.63%) CentOS
1 1 (2.63%) Linux
1 1 (2.63%) Red Hat Enterprise Linux
1 1 (2.63%) Unix
1 1 (2.63%) Windows
Processes & Methodologies
1 38 (100.00%) Analytics
2 19 (50.00%) Business Intelligence
3 17 (44.74%) Data Modelling
4 16 (42.11%) Data Visualisation
5 13 (34.21%) Business Development
6 4 (10.53%) Customer Insight
6 4 (10.53%) Data Transformation
6 4 (10.53%) Software Engineering
7 3 (7.89%) Agile Software Development
7 3 (7.89%) Data Architecture
7 3 (7.89%) DevOps
7 3 (7.89%) Open Source
7 3 (7.89%) Risk Management
7 3 (7.89%) SOA
7 3 (7.89%) TOGAF
7 3 (7.89%) Zachman Framework
8 2 (5.26%) Data Governance
8 2 (5.26%) Data Management
8 2 (5.26%) Information Management
8 2 (5.26%) Requirements Management
Programming Languages
1 3 (7.89%) SQL
2 2 (5.26%) Python
3 1 (2.63%) JavaScript
3 1 (2.63%) PowerShell
3 1 (2.63%) Ruby
Qualifications
1 10 (26.32%) Degree
2 1 (2.63%) ISEB
2 1 (2.63%) ISTQB
2 1 (2.63%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 4 (10.53%) IAS 39
2 2 (5.26%) Data Quality
3 1 (2.63%) ISO/IEC 27001
Systems Management
1 2 (5.26%) Opscode Chef
1 2 (5.26%) Puppet
2 1 (2.63%) Ansible
2 1 (2.63%) Capistrano
2 1 (2.63%) HP Quality Center
Vendors
1 12 (31.58%) Oracle
2 7 (18.42%) Tableau
3 4 (10.53%) Ab Initio
3 4 (10.53%) Cognos
3 4 (10.53%) Hyperion
3 4 (10.53%) Informatica
4 2 (5.26%) VMware
5 1 (2.63%) Microsoft
5 1 (2.63%) Red Hat
Edinburgh, Midlothian
FPSG Connect
Salary: Career Progression + Benefits
Posted: 4 days ago