Period
to 18 November 2018

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 18 November 2018 with a comparison to the same period in the previous 2 years.

Data Migration
Scotland > Edinburgh
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 130 133 133
Rank change year-on-year +3 0 -11
Permanent jobs citing Data Migration 22 19 7
As % of all permanent IT jobs advertised in Edinburgh 0.87% 0.70% 0.30%
As % of the Processes & Methodologies category 0.94% 0.76% 0.32%
Number of salaries quoted 10 6 3
Edinburgh median annual salary £58,750 £29,230 £55,000
Median salary % change year-on-year +100.99% -46.85% -15.38%
10th Percentile £30,250 £26,709 £48,400
90th Percentile £68,250 £46,250 £99,000
Scotland median annual salary £60,000 £47,500 £95,000
% change year-on-year +26.32% -50.00% +111.11%

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 2,349 2,497 2,163
As % of all permanent IT jobs advertised in Edinburgh 93.03% 92.55% 93.39%
Number of salaries quoted 1,402 1,514 1,395
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +5.88%
10th Percentile £28,750 £27,000 £29,100
90th Percentile £75,000 £66,250 £69,700
Scotland median annual salary £45,000 £44,500 £43,500
% change year-on-year +1.12% +2.30% +2.35%

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 18 November 2018.

Salary histogram for Data Migration in Edinburgh

For the 6 months to 18 November 2018, 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 22 (100.00%) Migration
2 10 (45.45%) SQL
3 9 (40.91%) Data Warehouse
3 9 (40.91%) Business Intelligence
3 9 (40.91%) Data Quality
4 8 (36.36%) Finance
5 7 (31.82%) Stakeholder Management
5 7 (31.82%) Microsoft
5 7 (31.82%) Agile Software Development
5 7 (31.82%) Data Management
5 7 (31.82%) SAS
5 7 (31.82%) Analytics
5 7 (31.82%) Data Integration
5 7 (31.82%) Power BI
6 6 (27.27%) Monetization
6 6 (27.27%) Root Cause Analysis
6 6 (27.27%) Business Analytics
6 6 (27.27%) SQL Server Reporting Services
6 6 (27.27%) Teradata
6 6 (27.27%) Programme Management
6 6 (27.27%) SQL Server Integration Services
6 6 (27.27%) Business Development
6 6 (27.27%) QlikView
6 6 (27.27%) Cognizant
6 6 (27.27%) Project Management
6 6 (27.27%) Risk Management
7 5 (22.73%) SQL Server Analysis Services
7 5 (22.73%) Qlik Sense
8 4 (18.18%) SQL Server
9 3 (13.64%) Oracle

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 7 (31.82%) SAS
2 1 (4.55%) Confluence
Applications
1 1 (4.55%) Microsoft Excel
Business Applications
1 1 (4.55%) Dynamics AX
1 1 (4.55%) Oracle EBS
1 1 (4.55%) Oracle ERP
Cloud Services
1 1 (4.55%) Salesforce Service Cloud
Database & Business Intelligence
1 9 (40.91%) Data Warehouse
2 7 (31.82%) Power BI
3 6 (27.27%) QlikView
3 6 (27.27%) SQL Server Integration Services
3 6 (27.27%) SQL Server Reporting Services
4 5 (22.73%) Qlik Sense
4 5 (22.73%) SQL Server Analysis Services
5 4 (18.18%) SQL Server
6 2 (9.09%) Oracle Database
7 1 (4.55%) Informix
7 1 (4.55%) MongoDB
7 1 (4.55%) PostgreSQL
Development Applications
1 1 (4.55%) JIRA
1 1 (4.55%) Visual Studio
General
1 8 (36.36%) Finance
2 1 (4.55%) Legal
2 1 (4.55%) Manufacturing
Job Titles
1 6 (27.27%) Consultant
1 6 (27.27%) Migration Manager
1 6 (27.27%) Programme Manager
2 4 (18.18%) Analyst
2 4 (18.18%) Integration Manager
2 4 (18.18%) Systems Integration Manager
3 2 (9.09%) Administrator
3 2 (9.09%) Business Analyst
3 2 (9.09%) ETL Analyst
3 2 (9.09%) Migration Analyst
3 2 (9.09%) SQL Analyst
4 1 (4.55%) Analytics Manager
4 1 (4.55%) DBA
4 1 (4.55%) Migration Consultant
4 1 (4.55%) Migration Specialist
4 1 (4.55%) Oracle Data Migration Consultant
4 1 (4.55%) Report Analyst
4 1 (4.55%) Senior Analytics Manager
4 1 (4.55%) Senior Manager
4 1 (4.55%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 1 (4.55%) Elastic Stack
1 1 (4.55%) OAuth
1 1 (4.55%) OAuth2
1 1 (4.55%) OpenID
Miscellaneous
1 2 (9.09%) Analytical Skills
2 1 (4.55%) Analytical Mindset
2 1 (4.55%) Data Structures
2 1 (4.55%) Fintech
Operating Systems
1 1 (4.55%) Linux
Processes & Methodologies
1 22 (100.00%) Migration
2 9 (40.91%) Business Intelligence
3 7 (31.82%) Agile Software Development
3 7 (31.82%) Analytics
3 7 (31.82%) Data Integration
3 7 (31.82%) Data Management
3 7 (31.82%) Stakeholder Management
4 6 (27.27%) Business Analytics
4 6 (27.27%) Business Development
4 6 (27.27%) Monetization
4 6 (27.27%) Programme Management
4 6 (27.27%) Project Management
4 6 (27.27%) Risk Management
4 6 (27.27%) Root Cause Analysis
5 3 (13.64%) Data Mapping
5 3 (13.64%) ETL
5 3 (13.64%) Scrum
6 2 (9.09%) Business Analysis
6 2 (9.09%) Data Modelling
6 2 (9.09%) Requirements Analysis
Programming Languages
1 10 (45.45%) SQL
2 1 (4.55%) Apex Code
2 1 (4.55%) X++
Quality Assurance & Compliance
1 9 (40.91%) Data Quality
2 1 (4.55%) GDPR
Vendors
1 7 (31.82%) Microsoft
2 6 (27.27%) Cognizant
2 6 (27.27%) Teradata
3 3 (13.64%) Oracle
4 1 (4.55%) Salesforce.com
4 1 (4.55%) Talend