Period
to 19 September 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 19 September 2018 with a comparison to the same period in the previous 2 years.

Data Migration
Scotland > Edinburgh
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 135 135 126
Rank change year-on-year 0 -9 +1
Permanent jobs citing Data Migration 16 15 11
As % of all permanent IT jobs advertised in Edinburgh 0.64% 0.57% 0.46%
As % of the Processes & Methodologies category 0.68% 0.61% 0.50%
Number of salaries quoted 6 2 7
Edinburgh median annual salary £48,750 £32,500 £48,500
Median salary % change year-on-year +50.00% -32.99% -35.33%
10th Percentile £37,875 £28,000 £25,000
90th Percentile £55,625 £37,000 £77,000
Scotland median annual salary £50,000 £36,000 £48,500
% change year-on-year +38.89% -25.77% -16.02%

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 2,462 2,214
As % of all permanent IT jobs advertised in Edinburgh 93.47% 93.12% 93.14%
Number of salaries quoted 1,447 1,485 1,405
Edinburgh median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +3.45%
10th Percentile £29,250 £27,500 £27,000
90th Percentile £75,000 £67,500 £70,000
Scotland median annual salary £45,500 £44,000 £45,000
% change year-on-year +3.41% -2.22% +5.88%

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 19 September 2018.

Salary histogram for Data Migration in Edinburgh

For the 6 months to 19 September 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 16 (100.00%) Migration
2 6 (37.50%) ETL
2 6 (37.50%) Finance
2 6 (37.50%) Business Intelligence
2 6 (37.50%) Stakeholder Management
2 6 (37.50%) Data Quality
3 4 (25.00%) Fintech
3 4 (25.00%) SQL Server Integration Services
3 4 (25.00%) Microsoft
3 4 (25.00%) SQL Server
3 4 (25.00%) GAP Analysis
4 3 (18.75%) Risk Management
4 3 (18.75%) SQL
4 3 (18.75%) Oracle
4 3 (18.75%) Data Warehouse
4 3 (18.75%) Cognizant
4 3 (18.75%) Programme Management
4 3 (18.75%) Business Analysis
4 3 (18.75%) Business Development
4 3 (18.75%) ERD
4 3 (18.75%) Data Cleansing
4 3 (18.75%) Root Cause Analysis
4 3 (18.75%) Data Architecture
4 3 (18.75%) Data Transformation
4 3 (18.75%) Monetization
5 2 (12.50%) Oracle Database
5 2 (12.50%) ETL Development
5 2 (12.50%) Data Analysis
5 2 (12.50%) Analytics
5 2 (12.50%) Data Mapping

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 1 (6.25%) Confluence
1 1 (6.25%) SAS
Business Applications
1 1 (6.25%) Dynamics AX
1 1 (6.25%) Oracle EBS
1 1 (6.25%) Oracle ERP
Cloud Services
1 1 (6.25%) Salesforce Service Cloud
Database & Business Intelligence
1 4 (25.00%) SQL Server
1 4 (25.00%) SQL Server Integration Services
2 3 (18.75%) Data Warehouse
3 2 (12.50%) Oracle Database
4 1 (6.25%) Informix
4 1 (6.25%) MongoDB
4 1 (6.25%) PostgreSQL
4 1 (6.25%) Power BI
4 1 (6.25%) SQL Server Analysis Services
4 1 (6.25%) SQL Server Reporting Services
Development Applications
1 1 (6.25%) JIRA
General
1 6 (37.50%) Finance
2 1 (6.25%) Billing
2 1 (6.25%) Legal
2 1 (6.25%) Manufacturing
Job Titles
1 8 (50.00%) Analyst
2 5 (31.25%) Migration Analyst
3 4 (25.00%) Data Analyst
3 4 (25.00%) Data Migration Analyst
4 3 (18.75%) Business Analyst
4 3 (18.75%) ETL Analyst
4 3 (18.75%) Migration Manager
4 3 (18.75%) Programme Manager
4 3 (18.75%) SQL Analyst
5 2 (12.50%) Administrator
5 2 (12.50%) Business Intelligence Analyst
5 2 (12.50%) Consultant
5 2 (12.50%) Integration Manager
5 2 (12.50%) SQL Data Analyst
5 2 (12.50%) SQL Server Analyst
5 2 (12.50%) SSIS Analyst
5 2 (12.50%) Systems Integration Manager
6 1 (6.25%) Data Analytics Manager
6 1 (6.25%) Data Migration Consultant
6 1 (6.25%) Salesforce Administrator
Libraries, Frameworks & Software Standards
1 1 (6.25%) Elastic Stack
1 1 (6.25%) Mason
Miscellaneous
1 4 (25.00%) Fintech
2 1 (6.25%) Analytical Skills
2 1 (6.25%) Data Structures
2 1 (6.25%) Fat Client
2 1 (6.25%) Management Information System
2 1 (6.25%) Thin Client
Operating Systems
1 1 (6.25%) Linux
1 1 (6.25%) Windows
1 1 (6.25%) Windows 10
Processes & Methodologies
1 16 (100.00%) Migration
2 6 (37.50%) Business Intelligence
2 6 (37.50%) ETL
2 6 (37.50%) Stakeholder Management
3 4 (25.00%) GAP Analysis
4 3 (18.75%) Business Analysis
4 3 (18.75%) Business Development
4 3 (18.75%) Data Architecture
4 3 (18.75%) Data Cleansing
4 3 (18.75%) Data Transformation
4 3 (18.75%) ERD
4 3 (18.75%) Monetization
4 3 (18.75%) Programme Management
4 3 (18.75%) Risk Management
4 3 (18.75%) Root Cause Analysis
5 2 (12.50%) Analytics
5 2 (12.50%) Data Analysis
5 2 (12.50%) Data Mapping
5 2 (12.50%) ETL Development
5 2 (12.50%) Wealth Management
Programming Languages
1 3 (18.75%) SQL
2 1 (6.25%) Apex Code
2 1 (6.25%) X++
Qualifications
1 2 (12.50%) Degree
2 1 (6.25%) Microsoft Certification
Quality Assurance & Compliance
1 6 (37.50%) Data Quality
System Software
1 1 (6.25%) Active Directory
1 1 (6.25%) Microsoft App-V
1 1 (6.25%) XenApp
1 1 (6.25%) XenDesktop
Systems Management
1 1 (6.25%) SCCM
Vendors
1 4 (25.00%) Microsoft
2 3 (18.75%) Cognizant
2 3 (18.75%) Oracle
3 1 (6.25%) Citrix
3 1 (6.25%) Informatica
3 1 (6.25%) Salesforce.com
3 1 (6.25%) Talend