Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
Scotland > Glasgow
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 126 129 137
Rank change year-on-year +3 +8 +7
Permanent jobs citing Data Migration 24 11 19
As % of all permanent IT jobs advertised in Glasgow 1.04% 0.51% 0.74%
As % of the Processes & Methodologies category 1.13% 0.55% 0.82%
Number of salaries quoted 19 2 14
Glasgow median annual salary £55,000 £96,250 £45,000
Median salary % change year-on-year -42.86% +113.89% +12.50%
10th Percentile £23,350 £92,625 £35,500
90th Percentile £73,500 £100,875 £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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2126 2008 2330
As % of all permanent IT jobs advertised in Glasgow 91.96% 92.71% 91.12%
Number of salaries quoted 1368 1087 1484
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
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 Glasgow

Job postings citing Data Migration as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Data Migration in Glasgow

Data Migration
Salary Trend in Glasgow

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

Salary trend for Data Migration in Glasgow

Data Migration
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Migration in Glasgow over the 6 months to 22 November 2017.

Salary histogram for Data Migration in Glasgow

For the 6 months to 22 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 Glasgow region with a requirement for Data Migration.

1 24 (100.00%) Migration
2 14 (58.33%) Finance
3 12 (50.00%) Microsoft
4 11 (45.83%) Dynamics 365
5 9 (37.50%) CRM
5 9 (37.50%) ERP
5 9 (37.50%) Dynamics AX
6 8 (33.33%) Dynamics CRM
6 8 (33.33%) Analytical Skills
7 7 (29.17%) Presales
7 7 (29.17%) Manufacturing
7 7 (29.17%) Stakeholder Management
7 7 (29.17%) SQL Server Reporting Services
7 7 (29.17%) Data Modelling
8 6 (25.00%) Power BI
9 5 (20.83%) Data Quality
9 5 (20.83%) Scenario Testing
9 5 (20.83%) SQL Server
9 5 (20.83%) Business Intelligence
9 5 (20.83%) Banking
10 4 (16.67%) Agile Software Development
10 4 (16.67%) Systems Analysis
10 4 (16.67%) Business Analysis
10 4 (16.67%) Requirements Management
10 4 (16.67%) JD Edwards
10 4 (16.67%) PeopleSoft
10 4 (16.67%) Microsoft Excel
10 4 (16.67%) Acceptance Criteria
10 4 (16.67%) Stakeholder and Relationship Management
10 4 (16.67%) User Acceptance Testing

Data Migration
Co-occurring IT Skills in Glasgow 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 (4.17%) Confluence
Applications
1 4 (16.67%) Microsoft Excel
2 2 (8.33%) Microsoft Office
2 2 (8.33%) MS Visio
Business Applications
1 9 (37.50%) Dynamics AX
2 8 (33.33%) Dynamics CRM
3 2 (8.33%) PeopleSoft Financials
4 1 (4.17%) FRx
4 1 (4.17%) Salesforce.com CRM
Cloud Services
1 11 (45.83%) Dynamics 365
2 2 (8.33%) IBM Blueworks
Database & Business Intelligence
1 7 (29.17%) SQL Server Reporting Services
2 6 (25.00%) Power BI
3 5 (20.83%) SQL Server
4 3 (12.50%) Data Mining
4 3 (12.50%) Star Schema
5 1 (4.17%) Data Warehouse
5 1 (4.17%) SQL Server 2012
5 1 (4.17%) SQL Server Analysis Services
5 1 (4.17%) SQL Server Integration Services
Development Applications
1 3 (12.50%) ERwin
1 3 (12.50%) MagicDraw
2 2 (8.33%) MorphX
3 1 (4.17%) JIRA
General
1 14 (58.33%) Finance
2 7 (29.17%) Manufacturing
3 5 (20.83%) Banking
4 3 (12.50%) Corporate Banking
4 3 (12.50%) Investment Banking
5 1 (4.17%) Back Office
5 1 (4.17%) Marketing
Job Titles
1 9 (37.50%) Analyst
1 9 (37.50%) Business Analyst
1 9 (37.50%) Consultant
2 5 (20.83%) Dynamics AX Consultant
2 5 (20.83%) Senior Analyst
2 5 (20.83%) Senior Business Analyst
3 3 (12.50%) Architect
3 3 (12.50%) CRM Consultant
3 3 (12.50%) Developer
3 3 (12.50%) Dynamics CRM Consultant
3 3 (12.50%) ERP Consultant
3 3 (12.50%) Information Architect
3 3 (12.50%) Investment Banking Business Analyst
3 3 (12.50%) Junior
3 3 (12.50%) Junior Consultant
3 3 (12.50%) Senior Investment Banking Business Analyst
4 2 (8.33%) Dynamics AX Developer
4 2 (8.33%) Functional Consultant
4 2 (8.33%) Lead Architect
5 1 (4.17%) Senior Architect
Libraries, Frameworks & Software Standards
1 3 (12.50%) XML
1 3 (12.50%) XML Schema
2 1 (4.17%) MDX
Miscellaneous
1 8 (33.33%) Analytical Skills
2 3 (12.50%) Taxonomies
3 2 (8.33%) Equities
3 2 (8.33%) Fixed Income
3 2 (8.33%) Reference Data
Processes & Methodologies
1 24 (100.00%) Migration
2 9 (37.50%) CRM
2 9 (37.50%) ERP
3 7 (29.17%) Data Modelling
3 7 (29.17%) Presales
3 7 (29.17%) Stakeholder Management
4 5 (20.83%) Business Intelligence
4 5 (20.83%) Scenario Testing
5 4 (16.67%) Acceptance Criteria
5 4 (16.67%) Agile Software Development
5 4 (16.67%) Business Analysis
5 4 (16.67%) Business Process Mapping
5 4 (16.67%) Data Integration
5 4 (16.67%) Requirements Management
5 4 (16.67%) Stakeholder and Relationship Management
5 4 (16.67%) Systems Analysis
5 4 (16.67%) User Acceptance Testing
5 4 (16.67%) User Stories
5 4 (16.67%) Waterfall
6 3 (12.50%) Coaching
Programming Languages
1 3 (12.50%) SQL
2 2 (8.33%) X++
Qualifications
1 3 (12.50%) ISEB
2 2 (8.33%) Degree
2 2 (8.33%) MCP
2 2 (8.33%) Microsoft Certification
Quality Assurance & Compliance
1 5 (20.83%) Data Quality
2 2 (8.33%) ISO 20022
Vendors
1 12 (50.00%) Microsoft
2 4 (16.67%) JD Edwards
2 4 (16.67%) PeopleSoft
3 2 (8.33%) IBM
3 2 (8.33%) Oracle
3 2 (8.33%) SAP
4 1 (4.17%) Salesforce.com