The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Migration
UK / Scotland
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 133 134 144
Rank change year-on-year +1 +10  
Permanent jobs citing Data Migration 8 30 14
As % of all permanent IT jobs advertised in Scotland 0.34% 1.01% 0.45%
As % of the Processes & Methodologies category 0.38% 1.12% 0.51%
Number of salaries quoted 5 20 5
Median salary £45,000 £37,500 £50,000
Median salary % change year-on-year +20.00% -25.00%  
90% offered a salary of more than £42,500 £25,000 £45,500
10% offered a salary of more than £63,500 £48,900 £55,000
UK excluding London median salary £45,000 £45,000 £45,000

Data Migration is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2131 2678 2747
As % of all permanent IT job vacancies advertised in Scotland 91.22% 90.47% 89.13%
Number of salaries quoted 1325 1729 1674
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Migration
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Data Migration as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Migration in Scotland

Data Migration
Salary Trend in Scotland

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

Salary trend for Data Migration in Scotland

Data Migration
Salary Histogram in Scotland

The salary distribution of IT jobs citing Data Migration in Scotland over the 3 months to 29 March 2017.

Salary histogram for Data Migration in Scotland

Data Migration
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the Scotland region over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -4 5 £47,500 +52.00%
Glasgow +6 2 - - 1
Aberdeen 0 1 £42,500 -5.55%
Data Migration
UK

For the 6 months to 29 March 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 Scotland region with a requirement for Data Migration.

1 19 (100.00%) Migration
2 8 (42.11%) Data Modelling
3 7 (36.84%) SQL
4 6 (31.58%) XML
4 6 (31.58%) UML
5 5 (26.32%) IBM
5 5 (26.32%) Data Warehouse
5 5 (26.32%) Finance
5 5 (26.32%) Banking
5 5 (26.32%) Degree
5 5 (26.32%) Analytical Skills
6 4 (21.05%) Data Quality
6 4 (21.05%) Metadata Management
6 4 (21.05%) Logical Data Model
6 4 (21.05%) Physical Data Model
6 4 (21.05%) ISO20022
6 4 (21.05%) Data Lineage
6 4 (21.05%) Taxonomies
6 4 (21.05%) Ontologies
6 4 (21.05%) Reference Data
6 4 (21.05%) Data Integration
6 4 (21.05%) Data Architecture
6 4 (21.05%) Cash Management
6 4 (21.05%) Information Architecture
6 4 (21.05%) Data Lake
6 4 (21.05%) Reference Data Management
6 4 (21.05%) Conceptual Models
6 4 (21.05%) Data Management
6 4 (21.05%) General Ledger
6 4 (21.05%) MagicDraw

Data Migration
Co-occurring IT Skills in Scotland 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 2 (10.53%) SharePoint
Applications
1 1 (5.26%) MS Visio
Business Applications
1 2 (10.53%) Dynamics CRM
1 2 (10.53%) SAP HCM
2 1 (5.26%) Dynamics NAV
2 1 (5.26%) SAP HR
Cloud Services
1 1 (5.26%) SuccessFactors
Communications & Networking
1 1 (5.26%) LDAP
Database & Business Intelligence
1 5 (26.32%) Data Warehouse
2 4 (21.05%) Data Lake
2 4 (21.05%) OLAP
2 4 (21.05%) OLTP
2 4 (21.05%) Star Schema
3 1 (5.26%) SQL Server
3 1 (5.26%) SQL Server Reporting Services
Development Applications
1 4 (21.05%) ERwin
1 4 (21.05%) MagicDraw
2 1 (5.26%) LSMW
2 1 (5.26%) Oracle Forms
General
1 5 (26.32%) Banking
1 5 (26.32%) Finance
2 4 (21.05%) Back Office
2 4 (21.05%) General Ledger
3 1 (5.26%) Legal
3 1 (5.26%) Manufacturing
3 1 (5.26%) Retail
Job Titles
1 5 (26.32%) Consultant
1 5 (26.32%) DBA
1 5 (26.32%) SQL DBA
2 4 (21.05%) Architect
2 4 (21.05%) Information Architect
3 2 (10.53%) Analyst
3 2 (10.53%) Functional Consultant
3 2 (10.53%) Project Manager
3 2 (10.53%) Technical Leader
4 1 (5.26%) Business Analyst
4 1 (5.26%) Dynamics NAV Consultant
4 1 (5.26%) Functional Analyst
4 1 (5.26%) HR Consultant
4 1 (5.26%) Implementation Consultant
4 1 (5.26%) Microsoft Consultant
4 1 (5.26%) SAP Consultant
4 1 (5.26%) SAP HR Consultant
4 1 (5.26%) Technical Consultant
4 1 (5.26%) Technical Implementation Consultant
Libraries, Frameworks & Software Standards
1 6 (31.58%) XML
2 4 (21.05%) XML Schema
3 1 (5.26%) .NET
3 1 (5.26%) JSON
3 1 (5.26%) REST
3 1 (5.26%) SOAP
3 1 (5.26%) Web Services
Miscellaneous
1 5 (26.32%) Analytical Skills
2 4 (21.05%) Reference Data
2 4 (21.05%) Taxonomies
3 1 (5.26%) User Experience
3 1 (5.26%) Virtual Team
Operating Systems
1 1 (5.26%) Unix
1 1 (5.26%) Windows
1 1 (5.26%) Windows Server
Processes & Methodologies
1 19 (100.00%) Migration
2 8 (42.11%) Data Modelling
3 6 (31.58%) UML
4 4 (21.05%) Cash Management
4 4 (21.05%) Conceptual Models
4 4 (21.05%) Data Architecture
4 4 (21.05%) Data Integration
4 4 (21.05%) Data Lineage
4 4 (21.05%) Data Management
4 4 (21.05%) Information Architecture
4 4 (21.05%) Logical Data Model
4 4 (21.05%) Metadata Management
4 4 (21.05%) Ontologies
4 4 (21.05%) Physical Data Model
4 4 (21.05%) Reference Data Management
5 3 (15.79%) Agile Software Development
5 3 (15.79%) CRM
6 2 (10.53%) Change Management
6 2 (10.53%) Document Management
6 2 (10.53%) Stakeholder Management
Programming Languages
1 7 (36.84%) SQL
2 2 (10.53%) Java
3 1 (5.26%) PL/SQL
3 1 (5.26%) T-SQL
Qualifications
1 5 (26.32%) Degree
Quality Assurance & Compliance
1 4 (21.05%) Data Quality
1 4 (21.05%) ISO20022
Vendors
1 5 (26.32%) IBM
2 3 (15.79%) Microsoft
3 2 (10.53%) Oracle
3 2 (10.53%) SAP
4 1 (5.26%) HP
4 1 (5.26%) Remedy
4 1 (5.26%) Sun
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 14 hours ago