The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Data Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Migration over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Migration
Scotland / Glasgow
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 59 59 51
Rank change year-on-year 0 -8  
Contract jobs citing Data Migration 5 12 25
As % of all contract IT jobs advertised in Glasgow 0.75% 1.70% 2.74%
As % of the Processes & Methodologies category 0.91% 2.11% 3.30%
Number of daily rates quoted 2 9 14
Median daily rate £425 £335 £375
Median daily rate % change year-on-year +26.86% -10.66%  
90% offered a daily rate of more than £405 £114 £288
10% offered a daily rate of more than £445 £430 £409
UK excluding London median daily rate £425 £390 £375
% change year-on-year +8.97% +4.00%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.38 £15.25 £15.25
% change year-on-year +7.37% -  

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 contract job vacancies advertised in Glasgow with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Glasgow
Contract job vacancies with a requirement for process and methodology skills 551 568 757
As % of all contract IT job vacancies advertised in Glasgow 83.11% 80.68% 83.00%
Number of daily rates quoted 290 342 389
Median daily rate £380 £350 £350
Median daily rate % change year-on-year +8.57% -  
90% offered a daily rate of more than £300 £247 £250
10% offered a daily rate of more than £475 £450 £450
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 7 1 29
Median hourly rate £25.00 £43.00 £36.00
Median hourly rate % change year-on-year -41.86% +19.44%  
90% offered a hourly rate of more than £13.75 £43.00 £13.00
10% offered a hourly rate of more than £40.00 £43.00 £42.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Migration
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Migration in Glasgow

Data Migration
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Migration in Glasgow.

Contractor daily rate trend for Data Migration in Glasgow

Data Migration
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Migration in Glasgow.

Contractor hourly rate trend for Data Migration in Glasgow

For the 6 months to 23 June 2017, IT contractor 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 contract ads across the Glasgow region with a requirement for Data Migration.

1 14 (100.00%) Migration
2 10 (71.43%) Finance
3 7 (50.00%) ETL
4 6 (42.86%) SQL
4 6 (42.86%) User Acceptance Testing
4 6 (42.86%) Unit Testing
4 6 (42.86%) Functional Testing
4 6 (42.86%) System Integration Testing
5 4 (28.57%) Analytical Skills
5 4 (28.57%) Regression Testing
6 3 (21.43%) Data Warehouse
6 3 (21.43%) Banking
7 2 (14.29%) System Testing
7 2 (14.29%) Agile Software Development
7 2 (14.29%) ERP
7 2 (14.29%) Data Mining
7 2 (14.29%) Business Intelligence
7 2 (14.29%) Microsoft
7 2 (14.29%) Stakeholder Management
8 1 (7.14%) Risk Assessment
8 1 (7.14%) Change Management
8 1 (7.14%) Oracle EBS
8 1 (7.14%) Risk Management
8 1 (7.14%) Telecoms
8 1 (7.14%) PMP
8 1 (7.14%) PMI Certification
8 1 (7.14%) Project Management
8 1 (7.14%) Oracle
8 1 (7.14%) SQL Server
8 1 (7.14%) SAP

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:

Applications
1 1 (7.14%) Microsoft Excel
Business Applications
1 1 (7.14%) Dynamics AX
1 1 (7.14%) Dynamics CRM
1 1 (7.14%) FRx
1 1 (7.14%) Oracle EBS
1 1 (7.14%) Oracle EBS R12
1 1 (7.14%) Oracle Financials
1 1 (7.14%) SAP ERP
1 1 (7.14%) SAP S/4HANA
Cloud Services
1 1 (7.14%) Dynamics 365
1 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 3 (21.43%) Data Warehouse
2 2 (14.29%) Data Mining
3 1 (7.14%) Azure SQL Data Warehouse
3 1 (7.14%) Big Data
3 1 (7.14%) Power BI
3 1 (7.14%) SQL Server
3 1 (7.14%) SQL Server Reporting Services
Development Applications
1 1 (7.14%) Talend Open Studio
General
1 10 (71.43%) Finance
2 3 (21.43%) Banking
3 1 (7.14%) Manufacturing
3 1 (7.14%) Telecoms
Job Titles
1 8 (57.14%) Analyst
2 6 (42.86%) Functional Analyst
2 6 (42.86%) Functional Test Analyst
2 6 (42.86%) Test Analyst
3 3 (21.43%) Consultant
3 3 (21.43%) Project Manager
3 3 (21.43%) UAT Analyst
3 3 (21.43%) UAT Test Analyst
4 1 (7.14%) Business Analyst
4 1 (7.14%) Data Analyst
4 1 (7.14%) Data Manager
4 1 (7.14%) Data Migration Analyst
4 1 (7.14%) Dynamics AX Consultant
4 1 (7.14%) IT Manager
4 1 (7.14%) IT Project Manager
4 1 (7.14%) Oracle Consultant
4 1 (7.14%) SAP Consultant
4 1 (7.14%) Senior Manager
4 1 (7.14%) Senior Project Manager
4 1 (7.14%) Senior Test Analyst
Miscellaneous
1 4 (28.57%) Analytical Skills
2 1 (7.14%) Credit Risk
Processes & Methodologies
1 14 (100.00%) Migration
2 7 (50.00%) ETL
3 6 (42.86%) Functional Testing
3 6 (42.86%) System Integration Testing
3 6 (42.86%) Unit Testing
3 6 (42.86%) User Acceptance Testing
4 4 (28.57%) Regression Testing
5 2 (14.29%) Agile Software Development
5 2 (14.29%) Business Intelligence
5 2 (14.29%) ERP
5 2 (14.29%) Stakeholder Management
5 2 (14.29%) System Testing
6 1 (7.14%) Analytics
6 1 (7.14%) Business Analysis
6 1 (7.14%) Coaching
6 1 (7.14%) Data Cleansing
6 1 (7.14%) Logistics
6 1 (7.14%) TDD
6 1 (7.14%) Test Automation
6 1 (7.14%) Validation
Programming Languages
1 6 (42.86%) SQL
Qualifications
1 1 (7.14%) Degree
1 1 (7.14%) PMI Certification
1 1 (7.14%) PMP
Vendors
1 2 (14.29%) Microsoft
2 1 (7.14%) Netezza
2 1 (7.14%) Oracle
2 1 (7.14%) SAP
2 1 (7.14%) Talend