Period
to 16 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Data Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Migration over the 6 months to 16 February 2019 with a comparison to the same period in the previous 2 years.

Data Migration
Scotland > Edinburgh
6 months to
16 Feb 2019
Same period 2018 Same period 2017
Rank 129 124 122
Rank change year-on-year -5 -2 +3
Permanent jobs citing Data Migration 17 25 10
As % of all permanent IT jobs advertised in Edinburgh 0.69% 0.92% 0.45%
As % of the Processes & Methodologies category 0.74% 0.99% 0.48%
Number of salaries quoted 10 17 9
Edinburgh median annual salary £58,750 £45,000 £45,000
Median salary % change year-on-year +30.56% - +16.37%
10th Percentile £21,250 £26,716 £41,750
90th Percentile £68,250 £55,000 £57,250
Scotland median annual salary £59,000 £47,500 £47,500
% change year-on-year +24.21% - +22.84%

Data Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,292 2,519 2,069
As % of all permanent IT jobs advertised in Edinburgh 93.44% 92.64% 93.92%
Number of salaries quoted 1,442 1,606 1,357
Edinburgh median annual salary £45,000 £45,000 £45,000
10th Percentile £28,250 £27,500 £30,000
90th Percentile £72,375 £67,500 £70,000
Scotland median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

Data Migration
Job Vacancy Trend in Edinburgh

Job postings citing Data Migration as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Migration in Edinburgh

Data Migration
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Migration in Edinburgh.

Salary trend for Data Migration in Edinburgh

Data Migration
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Data Migration in Edinburgh over the 6 months to 16 February 2019.

Salary histogram for Data Migration in Edinburgh

For the 6 months to 16 February 2019, IT jobs citing Data Migration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for Data Migration.

1 17 (100.00%) Migration
2 8 (47.06%) Finance
3 7 (41.18%) Agile Software Development
3 7 (41.18%) SQL
3 7 (41.18%) Business Intelligence
3 7 (41.18%) Microsoft
3 7 (41.18%) Data Quality
4 6 (35.29%) Data Integration
4 6 (35.29%) Analytics
4 6 (35.29%) SQL Server Integration Services
4 6 (35.29%) QlikView
4 6 (35.29%) Data Warehouse
4 6 (35.29%) Project Management
4 6 (35.29%) Data Management
4 6 (35.29%) SAS
4 6 (35.29%) Teradata
4 6 (35.29%) Power BI
5 5 (29.41%) Qlik Sense
5 5 (29.41%) Business Analytics
5 5 (29.41%) SQL Server Analysis Services
5 5 (29.41%) SQL Server Reporting Services
6 4 (23.53%) Business Development
6 4 (23.53%) Analytical Skills
6 4 (23.53%) Root Cause Analysis
6 4 (23.53%) Risk Management
6 4 (23.53%) Cognizant
6 4 (23.53%) Programme Management
6 4 (23.53%) Stakeholder Management
6 4 (23.53%) Monetization
7 3 (17.65%) Scrum

Data Migration
Co-occurring 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 6 (35.29%) SAS
Applications
1 3 (17.65%) Microsoft Excel
Database & Business Intelligence
1 6 (35.29%) Data Warehouse
1 6 (35.29%) Power BI
1 6 (35.29%) QlikView
1 6 (35.29%) SQL Server Integration Services
2 5 (29.41%) Qlik Sense
2 5 (29.41%) SQL Server Analysis Services
2 5 (29.41%) SQL Server Reporting Services
3 3 (17.65%) SQL Server
Development Applications
1 1 (5.88%) JIRA
1 1 (5.88%) Visual Studio
General
1 8 (47.06%) Finance
2 1 (5.88%) Legal
Job Titles
1 5 (29.41%) Consultant
2 4 (23.53%) Migration Manager
2 4 (23.53%) Programme Manager
3 3 (17.65%) Analyst
3 3 (17.65%) Business Analyst
4 2 (11.76%) Data Migration Specialist
4 2 (11.76%) Integration Manager
4 2 (11.76%) Migration Specialist
4 2 (11.76%) Systems Integration Manager
5 1 (5.88%) Data Analyst
5 1 (5.88%) Data Migration Analyst
5 1 (5.88%) ETL Analyst
5 1 (5.88%) Lead Business Analyst
5 1 (5.88%) Migration Analyst
5 1 (5.88%) Scrum Master
5 1 (5.88%) SQL Analyst
5 1 (5.88%) SQL Data Analyst
5 1 (5.88%) SQL Server Analyst
5 1 (5.88%) SSIS Analyst
5 1 (5.88%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 1 (5.88%) OAuth
1 1 (5.88%) OAuth2
1 1 (5.88%) OpenID
Miscellaneous
1 4 (23.53%) Analytical Skills
2 2 (11.76%) Analytical Mindset
3 1 (5.88%) Fintech
Processes & Methodologies
1 17 (100.00%) Migration
2 7 (41.18%) Agile Software Development
2 7 (41.18%) Business Intelligence
3 6 (35.29%) Analytics
3 6 (35.29%) Data Integration
3 6 (35.29%) Data Management
3 6 (35.29%) Project Management
4 5 (29.41%) Business Analytics
5 4 (23.53%) Business Development
5 4 (23.53%) Monetization
5 4 (23.53%) Programme Management
5 4 (23.53%) Risk Management
5 4 (23.53%) Root Cause Analysis
5 4 (23.53%) Stakeholder Management
6 3 (17.65%) Data Mapping
6 3 (17.65%) Requirements Analysis
6 3 (17.65%) Scrum
7 2 (11.76%) Change Control
7 2 (11.76%) Use Case
7 2 (11.76%) User Stories
Programming Languages
1 7 (41.18%) SQL
Quality Assurance & Compliance
1 7 (41.18%) Data Quality
2 1 (5.88%) GDPR
Vendors
1 7 (41.18%) Microsoft
2 6 (35.29%) Teradata
3 4 (23.53%) Cognizant