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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 52 80 94
Rank change year-on-year
+28 +14
Permanent jobs citing Data Analysis 41 17 17
As % of all permanent IT jobs located in Edinburgh 3.43% 1.21% 1.08%
As % of the Processes & Methodologies category 3.79% 1.35% 1.23%
Number of salaries quoted 8 9 7
Median salary £55,000 £26,923 £29,000
Median salary % change year-on-year
+104.28% -7.16%
90% offered a salary of more than £37,450 £20,900 £26,000
10% offered a salary of more than £69,000 £38,600 £63,000
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
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
1081 1258 1386
As % of all permanent IT jobs located in Edinburgh 90.54% 89.22% 88.06%
Number of salaries quoted 610 774 897
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 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 29 June 2016.

Data Analysis Salary Histogram in Edinburgh

Data Analysis
Top 30 Related IT Skills in Edinburgh

For the 6 months to 29 June 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 57 (65.52%) Oracle
2 54 (62.07%) Data Warehouse
3 45 (51.72%) Finance
4 43 (49.43%) Asset Management
5 41 (47.13%) Stakeholder Management
6 35 (40.23%) Business Intelligence
7 34 (39.08%) SQL
8 30 (34.48%) Management Information System
9 29 (33.33%) Microsoft
10 28 (32.18%) Degree
11 27 (31.03%) SQL Server Integration Services
11 27 (31.03%) Business Analysis
11 27 (31.03%) SQL Server
12 26 (29.89%) Analytical Skills
13 25 (28.74%) Cognos
13 25 (28.74%) Banking
14 24 (27.59%) Agile Software Development
14 24 (27.59%) Markit EDM
15 23 (26.44%) Mentoring
15 23 (26.44%) Scrum
15 23 (26.44%) Data Mining
16 19 (21.84%) Dimensional Modelling
17 17 (19.54%) Oracle BI EE
18 16 (18.39%) ETL
18 16 (18.39%) Data Modelling
19 13 (14.94%) BusinessObjects XI
20 12 (13.79%) Oracle Database 11g
20 12 (13.79%) Informatica
20 12 (13.79%) SAS
20 12 (13.79%) Oracle Database 10g

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 12 (13.79%) SAS
Applications
1 6 (6.90%) MS Excel
2 4 (4.60%) MS PowerPoint
3 1 (1.15%) MS Office
Business Applications
1 24 (27.59%) Markit EDM
2 2 (2.30%) Dynamics CRM
Cloud Services
1 1 (1.15%) Google Analytics
Communications & Networking
1 5 (5.75%) Firewall
2 3 (3.45%) Intrusion Detection
3 1 (1.15%) Internet
Database & Business Intelligence
1 54 (62.07%) Data Warehouse
2 27 (31.03%) SQL Server
2 27 (31.03%) SQL Server Integration Services
3 23 (26.44%) Data Mining
4 17 (19.54%) Oracle BI EE
5 13 (14.94%) BusinessObjects XI
6 12 (13.79%) BusinessObjects
6 12 (13.79%) Oracle Database
6 12 (13.79%) Oracle Database 10g
6 12 (13.79%) Oracle Database 11g
6 12 (13.79%) Oracle ODI
7 11 (12.64%) BODI
7 11 (12.64%) DataStage
7 11 (12.64%) Oracle Reports
7 11 (12.64%) PowerCenter
8 8 (9.20%) Star Schema
9 7 (8.05%) Hadoop
10 4 (4.60%) Big Data
11 3 (3.45%) SQL Server Analysis Services
11 3 (3.45%) SQL Server Reporting Services
Development Applications
1 1 (1.15%) Eclipse
1 1 (1.15%) Git (software)
1 1 (1.15%) RubyMine
1 1 (1.15%) Subversion
General
1 45 (51.72%) Finance
2 25 (28.74%) Banking
3 3 (3.45%) Marketing
3 3 (3.45%) Retail
4 2 (2.30%) Back Office
4 2 (2.30%) Spanish Language
5 1 (1.15%) Financial Institution
5 1 (1.15%) Legal
5 1 (1.15%) Retail Banking
Job Titles
1 32 (36.78%) Consultant
2 20 (22.99%) Business Intelligence Consultant
3 18 (20.69%) Business Consultant
3 18 (20.69%) Developer
4 16 (18.39%) Analyst
5 13 (14.94%) Senior Developer
6 11 (12.64%) Oracle Developer
6 11 (12.64%) Report Developer
6 11 (12.64%) Senior Oracle Developer
7 10 (11.49%) Senior Consultant
8 8 (9.20%) Oracle BI Consultant
8 8 (9.20%) Oracle Consultant
9 5 (5.75%) Business Analyst
10 4 (4.60%) ETL Consultant
10 4 (4.60%) PMO Analyst
11 3 (3.45%) Senior Analyst
12 2 (2.30%) Business Intelligence Developer
12 2 (2.30%) Cognos Developer
12 2 (2.30%) Data Analyst
12 2 (2.30%) Senior Cognos Developer
Libraries, Frameworks & Software Standards
1 3 (3.45%) XML
2 1 (1.15%) HTML
2 1 (1.15%) REST
2 1 (1.15%) Ruby on Rails
Miscellaneous
1 30 (34.48%) Management Information System
2 26 (29.89%) Analytical Skills
3 4 (4.60%) Data Integration
3 4 (4.60%) Virtual Team
4 2 (2.30%) Cyber Attack
4 2 (2.30%) Distributed Denial-of-Service
4 2 (2.30%) Mathematics
4 2 (2.30%) Statistics
5 1 (1.15%) Biology
5 1 (1.15%) Computer Science
5 1 (1.15%) Credit Risk
5 1 (1.15%) Data Extraction
Operating Systems
1 1 (1.15%) Linux
1 1 (1.15%) Unix
Processes & Methodologies
1 43 (49.43%) Asset Management
2 41 (47.13%) Stakeholder Management
3 35 (40.23%) Business Intelligence
4 27 (31.03%) Business Analysis
5 24 (27.59%) Agile Software Development
6 23 (26.44%) Mentoring
6 23 (26.44%) Scrum
7 19 (21.84%) Dimensional Modelling
8 16 (18.39%) Data Modelling
8 16 (18.39%) ETL
9 12 (13.79%) ETL Development
10 9 (10.34%) Analytics
11 8 (9.20%) Data Transformation
11 8 (9.20%) Translating Business Requirements
12 7 (8.05%) Data Management
12 7 (8.05%) Information Security
12 7 (8.05%) Technical Analysis
13 6 (6.90%) Workflow
14 5 (5.75%) Incident Management
14 5 (5.75%) Project Management
Programming Languages
1 34 (39.08%) SQL
2 12 (13.79%) VBA
3 3 (3.45%) PL/SQL
3 3 (3.45%) XPath
4 1 (1.15%) JavaScript
4 1 (1.15%) Ruby
Qualifications
1 28 (32.18%) Degree
2 3 (3.45%) CEH
2 3 (3.45%) CISSP
2 3 (3.45%) SANS
3 2 (2.30%) PhD
4 1 (1.15%) HND
Quality Assurance & Compliance
1 2 (2.30%) SLA
Vendors
1 57 (65.52%) Oracle
2 29 (33.33%) Microsoft
3 25 (28.74%) Cognos
4 12 (13.79%) Informatica
4 12 (13.79%) SAP
4 12 (13.79%) Tableau
5 11 (12.64%) Teradata
6 1 (1.15%) Google
6 1 (1.15%) IBM
6 1 (1.15%) MicroStrategy
Edinburgh, Midlothian
Harvey Nash plc
Posted: 4 days ago
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: Benefits
Posted: 5 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 6 days ago
Edinburgh
Huxley
Salary: £60000 - £100000 per annum + Fantastic benefits package
Posted: 26 days ago