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 salaries offered in IT jobs that have cited Data Analysis over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 47 85 94
Rank change year-on-year
+38 +9
Permanent jobs citing Data Analysis 48 12 17
As % of all permanent IT jobs located in Edinburgh 3.89% 0.90% 1.08%
As % of the Processes & Methodologies category 4.28% 1.01% 1.23%
Number of salaries quoted 18 5 6
Median salary £55,000 £24,000 £30,000
Median salary % change year-on-year
+129.16% -20.00%
90% offered a salary of more than £45,250 £21,900 £25,750
10% offered a salary of more than £90,000 £61,769 £60,000
UK excluding London median salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
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
1121 1186 1385
As % of all permanent IT jobs located in Edinburgh 90.92% 88.91% 87.82%
Number of salaries quoted 671 724 903
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 £29,000
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 Analysis
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh 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 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 31 May 2016.

Data Analysis Salary Histogram in Edinburgh

Data Analysis
Top 30 Related IT Skills in Edinburgh

For the 6 months to 31 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 Edinburgh region with a requirement for Data Analysis.

1 60 (67.42%) Oracle
2 59 (66.29%) Data Warehouse
3 46 (51.69%) Finance
4 44 (49.44%) Asset Management
5 43 (48.31%) Stakeholder Management
6 40 (44.94%) Business Intelligence
7 36 (40.45%) SQL
8 31 (34.83%) Banking
9 30 (33.71%) Cognos
9 30 (33.71%) Management Information System
10 26 (29.21%) Dimensional Modelling
11 25 (28.09%) Business Analysis
11 25 (28.09%) Degree
11 25 (28.09%) Microsoft
12 24 (26.97%) ETL
12 24 (26.97%) Data Modelling
12 24 (26.97%) SQL Server Integration Services
13 23 (25.84%) SQL Server
14 22 (24.72%) Markit EDM
14 22 (24.72%) Analytical Skills
15 21 (23.60%) Mentoring
15 21 (23.60%) Agile Software Development
15 21 (23.60%) Data Mining
16 20 (22.47%) Scrum
17 19 (21.35%) Oracle BI EE
18 17 (19.10%) Oracle ODI
18 17 (19.10%) Oracle Database
18 17 (19.10%) Oracle Database 11g
18 17 (19.10%) Oracle Database 10g
18 17 (19.10%) BusinessObjects

Data Analysis
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 13 (14.61%) SAS
Applications
1 7 (7.87%) MS PowerPoint
2 2 (2.25%) MS Excel
3 1 (1.12%) MS Office
Business Applications
1 22 (24.72%) Markit EDM
2 1 (1.12%) Dynamics CRM
Cloud Services
1 1 (1.12%) Google Analytics
Communications & Networking
1 4 (4.49%) Firewall
2 2 (2.25%) Intrusion Detection
Database & Business Intelligence
1 59 (66.29%) Data Warehouse
2 24 (26.97%) SQL Server Integration Services
3 23 (25.84%) SQL Server
4 21 (23.60%) Data Mining
5 19 (21.35%) Oracle BI EE
6 17 (19.10%) BusinessObjects
6 17 (19.10%) Oracle Database
6 17 (19.10%) Oracle Database 10g
6 17 (19.10%) Oracle Database 11g
6 17 (19.10%) Oracle ODI
7 16 (17.98%) BODI
7 16 (17.98%) DataStage
7 16 (17.98%) PowerCenter
8 13 (14.61%) BusinessObjects XI
9 11 (12.36%) Oracle Reports
10 10 (11.24%) Star Schema
11 8 (8.99%) Hadoop
12 5 (5.62%) QlikView
13 2 (2.25%) SQL Server Analysis Services
13 2 (2.25%) SQL Server Reporting Services
General
1 46 (51.69%) Finance
2 31 (34.83%) Banking
3 2 (2.25%) Back Office
3 2 (2.25%) Marketing
3 2 (2.25%) Spanish Language
4 1 (1.12%) Retail
Job Titles
1 37 (41.57%) Consultant
2 27 (30.34%) Business Intelligence Consultant
3 23 (25.84%) Business Consultant
4 19 (21.35%) Developer
5 13 (14.61%) Analyst
5 13 (14.61%) Senior Developer
6 11 (12.36%) Oracle Developer
6 11 (12.36%) Report Developer
6 11 (12.36%) Senior Oracle Developer
7 10 (11.24%) Oracle BI Consultant
7 10 (11.24%) Oracle Consultant
8 8 (8.99%) Senior Consultant
9 5 (5.62%) Business Analyst
9 5 (5.62%) ETL Consultant
9 5 (5.62%) QlikView Developer
10 4 (4.49%) PMO Analyst
11 2 (2.25%) Cognos Developer
11 2 (2.25%) Data Analyst
11 2 (2.25%) Senior Analyst
11 2 (2.25%) Senior Cognos Developer
Libraries, Frameworks & Software Standards
1 4 (4.49%) XML
2 1 (1.12%) HTML
Miscellaneous
1 30 (33.71%) Management Information System
2 22 (24.72%) Analytical Skills
3 5 (5.62%) Data Integration
4 2 (2.25%) Cyber Attack
4 2 (2.25%) Distributed Denial-of-Service
5 1 (1.12%) Biology
5 1 (1.12%) Credit Risk
5 1 (1.12%) Data Extraction
Processes & Methodologies
1 44 (49.44%) Asset Management
2 43 (48.31%) Stakeholder Management
3 40 (44.94%) Business Intelligence
4 26 (29.21%) Dimensional Modelling
5 25 (28.09%) Business Analysis
6 24 (26.97%) Data Modelling
6 24 (26.97%) ETL
7 21 (23.60%) Agile Software Development
7 21 (23.60%) Mentoring
8 20 (22.47%) Scrum
9 17 (19.10%) ETL Development
10 11 (12.36%) Technical Analysis
11 10 (11.24%) Data Transformation
11 10 (11.24%) Translating Business Requirements
12 9 (10.11%) Analytics
12 9 (10.11%) Data Management
13 8 (8.99%) Data Governance
13 8 (8.99%) Workflow
14 7 (7.87%) Anti-Money Laundering
14 7 (7.87%) Dashboard Development
Programming Languages
1 36 (40.45%) SQL
2 12 (13.48%) VBA
3 5 (5.62%) PL/SQL
4 4 (4.49%) XPath
Qualifications
1 25 (28.09%) Degree
2 2 (2.25%) CEH
2 2 (2.25%) CISSP
2 2 (2.25%) SANS
3 1 (1.12%) HND
Quality Assurance & Compliance
1 1 (1.12%) SLA
Vendors
1 60 (67.42%) Oracle
2 30 (33.71%) Cognos
3 25 (28.09%) Microsoft
4 17 (19.10%) Informatica
5 16 (17.98%) Tableau
5 16 (17.98%) Teradata
6 12 (13.48%) SAP
7 1 (1.12%) Google
7 1 (1.12%) IBM
7 1 (1.12%) MicroStrategy
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £35000.00 per annum
Posted: 5 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 6 days ago
Edinburgh, Midlothian
McGregor Boyall
Salary: £400 - £450 per annum
Posted: 6 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £28000.00 - £35000.00 per annum
Posted: 26 days ago