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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 70 82 95
Rank change year-on-year
+12 +13
Permanent jobs citing Data Analysis 31 27 14
As % of all permanent IT jobs located in Edinburgh 2.50% 1.74% 0.94%
As % of the Processes & Methodologies category 2.75% 1.92% 1.07%
Number of salaries quoted 16 20 9
Median salary £55,000 £45,000 £30,000
Median salary % change year-on-year
+22.22% +50.00%
90% offered a salary of more than £36,250 £31,000 £26,800
10% offered a salary of more than £60,000 £67,200 £55,000
UK excluding London median salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%
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
1128 1409 1303
As % of all permanent IT jobs located in Edinburgh 91.11% 90.67% 87.10%
Number of salaries quoted 745 913 854
Median salary £48,500 £45,000 £42,000
Median salary % change year-on-year
+7.77% +7.14%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 25 August 2016.

Data Analysis Salary Histogram in Edinburgh

Data Analysis
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 August 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 38 (50.00%) Oracle
1 38 (50.00%) Finance
2 36 (47.37%) Analytical Skills
3 34 (44.74%) Data Warehouse
3 34 (44.74%) Asset Management
4 30 (39.47%) SQL Server
5 29 (38.16%) SQL
5 29 (38.16%) Stakeholder Management
5 29 (38.16%) Microsoft
6 28 (36.84%) Data Mining
7 27 (35.53%) Business Analysis
7 27 (35.53%) SQL Server Integration Services
7 27 (35.53%) Degree
8 26 (34.21%) Management Information System
9 25 (32.89%) Business Intelligence
9 25 (32.89%) Agile Software Development
10 23 (30.26%) Markit EDM
11 22 (28.95%) Mentoring
11 22 (28.95%) Scrum
12 15 (19.74%) Banking
13 13 (17.11%) Cognos
13 13 (17.11%) Oracle BI EE
14 11 (14.47%) BusinessObjects XI
14 11 (14.47%) VBA
14 11 (14.47%) SAP
15 10 (13.16%) Oracle Reports
15 10 (13.16%) SAS
15 10 (13.16%) Retail
15 10 (13.16%) Data Management
16 8 (10.53%) Retail Banking

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 10 (13.16%) SAS
2 3 (3.95%) Apache Spark
Applications
1 8 (10.53%) MS Excel
2 2 (2.63%) MS PowerPoint
3 1 (1.32%) MS Office
Business Applications
1 23 (30.26%) Markit EDM
2 3 (3.95%) Dynamics CRM
Communications & Networking
1 6 (7.89%) Firewall
2 4 (5.26%) Intrusion Detection
3 1 (1.32%) Internet
Database & Business Intelligence
1 34 (44.74%) Data Warehouse
2 30 (39.47%) SQL Server
3 28 (36.84%) Data Mining
4 27 (35.53%) SQL Server Integration Services
5 13 (17.11%) Oracle BI EE
6 11 (14.47%) BusinessObjects XI
7 10 (13.16%) Oracle Reports
8 6 (7.89%) Big Data
8 6 (7.89%) Hadoop
9 4 (5.26%) SQL Server Analysis Services
9 4 (5.26%) SQL Server Reporting Services
10 3 (3.95%) MongoDB
10 3 (3.95%) MS Access
10 3 (3.95%) PostgreSQL
11 2 (2.63%) BODI
11 2 (2.63%) BusinessObjects
11 2 (2.63%) DataStage
11 2 (2.63%) Oracle Database 10g
11 2 (2.63%) Oracle Database 11g
11 2 (2.63%) PowerCenter
Development Applications
1 1 (1.32%) Eclipse
1 1 (1.32%) Git (software)
1 1 (1.32%) RubyMine
1 1 (1.32%) Subversion
General
1 38 (50.00%) Finance
2 15 (19.74%) Banking
3 10 (13.16%) Retail
4 8 (10.53%) Retail Banking
5 2 (2.63%) Back Office
5 2 (2.63%) Marketing
5 2 (2.63%) Spanish Language
6 1 (1.32%) Financial Institution
6 1 (1.32%) Legal
Job Titles
1 24 (31.58%) Analyst
2 15 (19.74%) Developer
3 14 (18.42%) Consultant
4 11 (14.47%) Business Analyst
4 11 (14.47%) Senior Analyst
5 10 (13.16%) Oracle Developer
5 10 (13.16%) Report Developer
5 10 (13.16%) Senior Consultant
5 10 (13.16%) Senior Developer
5 10 (13.16%) Senior Oracle Developer
6 8 (10.53%) Senior Business Analyst
6 8 (10.53%) Senior Technical Analyst
6 8 (10.53%) Senior Technical Business Analyst
6 8 (10.53%) Technical Analyst
6 8 (10.53%) Technical Business Analyst
7 5 (6.58%) Data Scientist
7 5 (6.58%) Senior Data Scientist
8 4 (5.26%) Business Intelligence Developer
8 4 (5.26%) PMO Analyst
9 3 (3.95%) Analyst Developer
Libraries, Frameworks & Software Standards
1 1 (1.32%) REST
1 1 (1.32%) Ruby on Rails
Miscellaneous
1 36 (47.37%) Analytical Skills
2 26 (34.21%) Management Information System
3 2 (2.63%) Computer Science
3 2 (2.63%) Cyber Attack
3 2 (2.63%) Distributed Denial-of-Service
3 2 (2.63%) Mathematics
3 2 (2.63%) Statistics
4 1 (1.32%) Biology
4 1 (1.32%) Credit Risk
4 1 (1.32%) Data Extraction
4 1 (1.32%) Data Integration
Operating Systems
1 1 (1.32%) Linux
1 1 (1.32%) Unix
Processes & Methodologies
1 34 (44.74%) Asset Management
2 29 (38.16%) Stakeholder Management
3 27 (35.53%) Business Analysis
4 25 (32.89%) Agile Software Development
4 25 (32.89%) Business Intelligence
5 22 (28.95%) Mentoring
5 22 (28.95%) Scrum
6 10 (13.16%) Data Management
7 8 (10.53%) Infrastructure Management
8 6 (7.89%) Attack Monitoring
8 6 (7.89%) Incident Management
8 6 (7.89%) SIEM
9 5 (6.58%) Analytics
9 5 (6.58%) Cybersecurity
9 5 (6.58%) Information Security
9 5 (6.58%) ITIL
10 4 (5.26%) Conflict Management
10 4 (5.26%) ITIL V3
11 3 (3.95%) CRM
11 3 (3.95%) Data Governance
Programming Languages
1 29 (38.16%) SQL
2 11 (14.47%) VBA
3 5 (6.58%) Python
4 3 (3.95%) Scala
5 1 (1.32%) JavaScript
5 1 (1.32%) Ruby
Qualifications
1 27 (35.53%) Degree
2 4 (5.26%) CEH
2 4 (5.26%) CISSP
2 4 (5.26%) SANS
3 2 (2.63%) PhD
4 1 (1.32%) HND
Quality Assurance & Compliance
1 2 (2.63%) SLA
Vendors
1 38 (50.00%) Oracle
2 29 (38.16%) Microsoft
3 13 (17.11%) Cognos
4 11 (14.47%) SAP
5 4 (5.26%) Tableau
6 2 (2.63%) Informatica
6 2 (2.63%) Teradata
7 1 (1.32%) IBM
7 1 (1.32%) MicroStrategy
Edinburgh, Midlothian
Lloyds Banking Group
Posted: 3 days ago
Edinburgh, Midlothian
McGregor Boyall
Posted: 3 days ago