Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
Scotland > Edinburgh
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 136 131 126
Rank change year-on-year -5 -5 +13
Permanent jobs citing Data Migration 19 6 35
As % of all permanent IT jobs advertised in Edinburgh 0.70% 0.26% 1.15%
As % of the Processes & Methodologies category 0.77% 0.28% 1.25%
Number of salaries quoted 6 3 30
Edinburgh median annual salary £29,230 £55,000 £65,000
Median salary % change year-on-year -46.85% -15.38% +23.81%
10th Percentile £26,709 £48,400 £37,120
90th Percentile £46,250 £99,000 £84,250
Scotland median annual salary £47,500 £95,000 £45,000
% change year-on-year -50.00% +111.11% +12.50%

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 2472 2142 2791
As % of all permanent IT jobs advertised in Edinburgh 91.12% 92.53% 91.75%
Number of salaries quoted 1492 1393 1760
Edinburgh median annual salary £42,500 £45,000 £43,500
Median salary % change year-on-year -5.56% +3.45% +3.57%
10th Percentile £27,000 £29,750 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

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 21 November 2017.

Salary histogram for Data Migration in Edinburgh

For the 6 months to 21 November 2017, IT jobs citing Data Migration 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 Migration.

1 19 (100.00%) Migration
2 12 (63.16%) ETL
3 11 (57.89%) Degree
4 10 (52.63%) Technical Architecture
4 10 (52.63%) Information Management
4 10 (52.63%) Data Integration
4 10 (52.63%) SAP Data Services
4 10 (52.63%) High Availability
4 10 (52.63%) Data Quality
4 10 (52.63%) SAP HANA
4 10 (52.63%) DevOps
4 10 (52.63%) Analytical Skills
4 10 (52.63%) SAP
4 10 (52.63%) Quality Management
4 10 (52.63%) Hybrid Cloud
4 10 (52.63%) iPaaS
5 4 (21.05%) SQL
5 4 (21.05%) SQL Server
6 3 (15.79%) Windows
6 3 (15.79%) Finance
6 3 (15.79%) Replication
6 3 (15.79%) Data Management
6 3 (15.79%) Banking
7 2 (10.53%) Retail Banking
7 2 (10.53%) Microsoft
7 2 (10.53%) Project Management
8 1 (5.26%) Mainframe
8 1 (5.26%) Microsoft Certification
8 1 (5.26%) Internet
8 1 (5.26%) CRM

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 (5.26%) Confluence
1 1 (5.26%) SAS
Business Applications
1 1 (5.26%) Dynamics CRM
Cloud Services
1 10 (52.63%) iPaaS
Communications & Networking
1 1 (5.26%) Internet
Database & Business Intelligence
1 10 (52.63%) SAP Data Services
1 10 (52.63%) SAP HANA
2 4 (21.05%) SQL Server
3 1 (5.26%) Data Warehouse
3 1 (5.26%) SQL Server Integration Services
Development Applications
1 1 (5.26%) JIRA
1 1 (5.26%) SQL Server Management Studio (SSMS)
General
1 3 (15.79%) Banking
1 3 (15.79%) Finance
2 2 (10.53%) Retail Banking
3 1 (5.26%) Manufacturing
3 1 (5.26%) Retail
3 1 (5.26%) Telecoms
Job Titles
1 10 (52.63%) Architect
1 10 (52.63%) Integration Architect
1 10 (52.63%) SAP Architect
1 10 (52.63%) SAP Technical Architect
1 10 (52.63%) Technical Architect
2 4 (21.05%) DBA
3 2 (10.53%) Analyst
3 2 (10.53%) Data Migration Analyst
3 2 (10.53%) Migration Analyst
3 2 (10.53%) Project Manager
4 1 (5.26%) Banking Analyst
4 1 (5.26%) Banking Business Analyst
4 1 (5.26%) Data Business Analyst
4 1 (5.26%) Data Manager
4 1 (5.26%) Data Migration Business Analyst
4 1 (5.26%) Data Warehouse Manager
4 1 (5.26%) Data Warehouse Project Manager
4 1 (5.26%) Development DBA
4 1 (5.26%) Dynamics CRM Consultant
4 1 (5.26%) IT Analyst
Miscellaneous
1 10 (52.63%) Analytical Skills
1 10 (52.63%) Hybrid Cloud
2 3 (15.79%) Replication
3 1 (5.26%) Credit Risk
3 1 (5.26%) Mainframe
Operating Systems
1 3 (15.79%) Windows
Processes & Methodologies
1 19 (100.00%) Migration
2 12 (63.16%) ETL
3 10 (52.63%) Data Integration
3 10 (52.63%) DevOps
3 10 (52.63%) High Availability
3 10 (52.63%) Information Management
3 10 (52.63%) Quality Management
3 10 (52.63%) Technical Architecture
4 3 (15.79%) Data Management
5 2 (10.53%) Project Management
6 1 (5.26%) CRM
6 1 (5.26%) Database Optimisation
6 1 (5.26%) Presales
6 1 (5.26%) PRINCE2
6 1 (5.26%) Stakeholder Management
6 1 (5.26%) Test Automation
Programming Languages
1 4 (21.05%) SQL
2 1 (5.26%) JavaScript
Qualifications
1 11 (57.89%) Degree
2 1 (5.26%) Microsoft Certification
Quality Assurance & Compliance
1 10 (52.63%) Data Quality
Vendors
1 10 (52.63%) SAP
2 2 (10.53%) Microsoft