Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Data Migration
Scotland > Edinburgh
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 135 131 126
Rank change year-on-year -4 -5 +3
Permanent jobs citing Data Migration 18 10 19
As % of all permanent IT jobs advertised in Edinburgh 0.67% 0.40% 0.74%
As % of the Processes & Methodologies category 0.72% 0.44% 0.80%
Number of salaries quoted 10 5 13
Edinburgh median annual salary £46,250 £50,000 £47,500
Median salary % change year-on-year -7.50% +5.26% -36.67%
10th Percentile £27,750 £35,000 £25,000
90th Percentile £56,425 £66,750 £54,750
Scotland median annual salary £50,000 £46,250 £45,000
% change year-on-year +8.11% +2.78% -40.00%

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 2,507 2,294 2,383
As % of all permanent IT jobs advertised in Edinburgh 93.30% 92.87% 92.36%
Number of salaries quoted 1,571 1,439 1,471
Edinburgh median annual salary £45,830 £45,000 £45,000
Median salary % change year-on-year +1.84% - +2.27%
10th Percentile £28,250 £28,000 £27,500
90th Percentile £72,500 £72,500 £68,750
Scotland median annual salary £45,000 £45,000 £45,000

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 17 July 2018.

Salary histogram for Data Migration in Edinburgh

For the 6 months to 17 July 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 18 (100.00%) Migration
2 7 (38.89%) Microsoft
3 6 (33.33%) Stakeholder Management
3 6 (33.33%) Finance
4 5 (27.78%) SQL
5 4 (22.22%) SQL Server
5 4 (22.22%) ETL
5 4 (22.22%) Business Intelligence
5 4 (22.22%) Data Analysis
5 4 (22.22%) Data Quality
6 3 (16.67%) Fintech
6 3 (16.67%) Business Analysis
6 3 (16.67%) Dynamics CRM
6 3 (16.67%) SQL Server Integration Services
6 3 (16.67%) CRM
6 3 (16.67%) Windows
6 3 (16.67%) Data Modelling
6 3 (16.67%) Active Directory
6 3 (16.67%) GAP Analysis
6 3 (16.67%) Data Management
7 2 (11.11%) Process Management
7 2 (11.11%) AWK
7 2 (11.11%) Replication
7 2 (11.11%) Shell Script
7 2 (11.11%) Project Management
7 2 (11.11%) Linux
7 2 (11.11%) UML
7 2 (11.11%) Microsoft Office
7 2 (11.11%) SharePoint
7 2 (11.11%) Data Warehouse

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 2 (11.11%) SharePoint
1 2 (11.11%) SharePoint 2013
2 1 (5.56%) Confluence
Applications
1 2 (11.11%) Microsoft Office
1 2 (11.11%) MS Visio
Business Applications
1 3 (16.67%) Dynamics CRM
2 1 (5.56%) Dynamics AX
2 1 (5.56%) Oracle EBS
2 1 (5.56%) Oracle ERP
Cloud Services
1 2 (11.11%) Office 365
2 1 (5.56%) Salesforce Service Cloud
Database & Business Intelligence
1 4 (22.22%) SQL Server
2 3 (16.67%) SQL Server Integration Services
3 2 (11.11%) Data Warehouse
3 2 (11.11%) Relational Database
4 1 (5.56%) Oracle Database
4 1 (5.56%) Power BI
4 1 (5.56%) SQL Server Analysis Services
4 1 (5.56%) SQL Server Reporting Services
Development Applications
1 1 (5.56%) JIRA
General
1 6 (33.33%) Finance
2 1 (5.56%) Advertising
2 1 (5.56%) Billing
2 1 (5.56%) Legal
2 1 (5.56%) Manufacturing
Job Titles
1 9 (50.00%) Analyst
2 5 (27.78%) Business Analyst
3 4 (22.22%) Migration Analyst
4 3 (16.67%) Administrator
4 3 (16.67%) Consultant
4 3 (16.67%) Data Analyst
4 3 (16.67%) Data Migration Analyst
4 3 (16.67%) Technical Analyst
4 3 (16.67%) Technical Business Analyst
5 2 (11.11%) DBA
5 2 (11.11%) Developer
5 2 (11.11%) ETL Analyst
5 2 (11.11%) SharePoint Developer
5 2 (11.11%) SQL Analyst
6 1 (5.56%) Data Consultant
6 1 (5.56%) Data Migration Business Analyst
6 1 (5.56%) Dynamics CRM Consultant
6 1 (5.56%) Migration Manager
6 1 (5.56%) Oracle Data Migration Consultant
6 1 (5.56%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 1 (5.56%) .NET
1 1 (5.56%) Mason
Miscellaneous
1 3 (16.67%) Fintech
2 2 (11.11%) Linux Command Line
2 2 (11.11%) Replication
3 1 (5.56%) Analytical Skills
3 1 (5.56%) Data Structures
3 1 (5.56%) Fat Client
3 1 (5.56%) Management Information System
3 1 (5.56%) Thin Client
Operating Systems
1 3 (16.67%) Windows
2 2 (11.11%) Linux
3 1 (5.56%) Windows 10
Processes & Methodologies
1 18 (100.00%) Migration
2 6 (33.33%) Stakeholder Management
3 4 (22.22%) Business Intelligence
3 4 (22.22%) Data Analysis
3 4 (22.22%) ETL
4 3 (16.67%) Business Analysis
4 3 (16.67%) CRM
4 3 (16.67%) Data Management
4 3 (16.67%) Data Modelling
4 3 (16.67%) GAP Analysis
5 2 (11.11%) BPMN
5 2 (11.11%) Data Architecture
5 2 (11.11%) Data Cleansing
5 2 (11.11%) Data Mapping
5 2 (11.11%) Data Transformation
5 2 (11.11%) ERD
5 2 (11.11%) SDLC
5 2 (11.11%) Stakeholder and Relationship Management
5 2 (11.11%) Test Scripting
5 2 (11.11%) Use Case
Programming Languages
1 5 (27.78%) SQL
2 2 (11.11%) AWK
2 2 (11.11%) Bash Shell
2 2 (11.11%) Korn
2 2 (11.11%) sed
2 2 (11.11%) Shell Script
3 1 (5.56%) Apex Code
3 1 (5.56%) C#
3 1 (5.56%) JavaScript
3 1 (5.56%) X++
Qualifications
1 2 (11.11%) Degree
2 1 (5.56%) Microsoft Certification
Quality Assurance & Compliance
1 4 (22.22%) Data Quality
System Software
1 3 (16.67%) Active Directory
2 1 (5.56%) Microsoft App-V
2 1 (5.56%) XenApp
2 1 (5.56%) XenDesktop
Systems Management
1 1 (5.56%) SCCM
Vendors
1 7 (38.89%) Microsoft
2 2 (11.11%) Oracle
3 1 (5.56%) Citrix
3 1 (5.56%) Cognizant
3 1 (5.56%) Informatica
3 1 (5.56%) Salesforce.com