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 30 March 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
30 Mar 2017
Same period 2016 Same period 2015
Rank 49 42 47
Rank change year-on-year -7 +5  
Contract jobs citing Data Migration 9 18 21
As % of all contract IT jobs advertised in Glasgow 1.68% 3.08% 2.46%
As % of the Processes & Methodologies category 1.98% 3.67% 2.89%
Number of daily rates quoted 6 10 10
Median daily rate £356 £305 £350
Median daily rate % change year-on-year +16.80% -12.85%  
90% offered a daily rate of more than £225 £265 £275
10% offered a daily rate of more than £513 £450 £428
UK excluding London median daily rate £425 £405 £400
% change year-on-year +4.93% +1.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.38 £15.25 £18.00
% change year-on-year +7.37% -15.27%  

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 455 490 726
As % of all contract IT job vacancies advertised in Glasgow 84.73% 83.76% 85.21%
Number of daily rates quoted 254 274 426
Median daily rate £370 £325 £400
Median daily rate % change year-on-year +13.84% -18.75%  
90% offered a daily rate of more than £231 £200 £263
10% offered a daily rate of more than £475 £450 £525
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 2 6 20
Median hourly rate £17.36 £30.00 £27.50
Median hourly rate % change year-on-year -42.15% +9.09%  
90% offered a hourly rate of more than £17.33 £13.45 £12.10
10% offered a hourly rate of more than £17.38 £32.50 £68.00
UK excluding London median hourly rate £35.75 £38.00 £30.00
% change year-on-year -5.92% +26.66%  

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 Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Data Migration in Glasgow over the 3 months to 30 March 2017.

Contractor daily rate histogram 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 30 March 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 24 (100.00%) Migration
2 10 (41.67%) Finance
3 9 (37.50%) ETL
4 8 (33.33%) Agile Software Development
5 6 (25.00%) SQL
6 5 (20.83%) TDD
6 5 (20.83%) User Acceptance Testing
6 5 (20.83%) Unit Testing
6 5 (20.83%) Functional Testing
6 5 (20.83%) System Integration Testing
7 4 (16.67%) Big Data
7 4 (16.67%) Kanban
7 4 (16.67%) Stakeholder Management
7 4 (16.67%) Banking
7 4 (16.67%) Salesforce.com
8 3 (12.50%) ERP
8 3 (12.50%) Business Analysis
8 3 (12.50%) Regression Testing
9 2 (8.33%) Oracle EBS
9 2 (8.33%) Hibernate
9 2 (8.33%) Scrum
9 2 (8.33%) Dynamics AX
9 2 (8.33%) Netezza
9 2 (8.33%) Spring
9 2 (8.33%) Maven
9 2 (8.33%) Systems Analysis
9 2 (8.33%) Telecoms
9 2 (8.33%) ActiveMQ
9 2 (8.33%) Subversion
9 2 (8.33%) UML

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 2 (8.33%) Confluence
1 2 (8.33%) WebSphere
1 2 (8.33%) WebSphere Application Server
Applications
1 1 (4.17%) MS Excel
1 1 (4.17%) MS Visio
Business Applications
1 2 (8.33%) Dynamics AX
1 2 (8.33%) IBM Operational Decision Manager
1 2 (8.33%) Oracle EBS
2 1 (4.17%) Dynamics NAV
2 1 (4.17%) SAP ERP
2 1 (4.17%) SAP S/4HANA
Database & Business Intelligence
1 4 (16.67%) Big Data
2 2 (8.33%) Data Mining
2 2 (8.33%) Data Warehouse
2 2 (8.33%) Oracle Database
2 2 (8.33%) Oracle ODI
2 2 (8.33%) SQL Server
Development Applications
1 2 (8.33%) Bitbucket
1 2 (8.33%) Eclipse
1 2 (8.33%) Git (software)
1 2 (8.33%) Gradle
1 2 (8.33%) JIRA
1 2 (8.33%) JUnit
1 2 (8.33%) Maven
1 2 (8.33%) Mockito
1 2 (8.33%) Subversion
1 2 (8.33%) Talend Open Studio
General
1 10 (41.67%) Finance
2 4 (16.67%) Banking
3 2 (8.33%) Telecoms
Job Titles
1 13 (54.17%) Analyst
2 5 (20.83%) Functional Analyst
2 5 (20.83%) Functional Test Analyst
2 5 (20.83%) Test Analyst
3 4 (16.67%) Architect
3 4 (16.67%) Data Analyst
3 4 (16.67%) Data Migration Analyst
3 4 (16.67%) Migration Analyst
4 3 (12.50%) Developer
5 2 (8.33%) Business Analyst
5 2 (8.33%) Business Systems Analyst
5 2 (8.33%) Data Architect
5 2 (8.33%) ERP Analyst
5 2 (8.33%) Java Developer
5 2 (8.33%) Project Manager
5 2 (8.33%) Software Architect
5 2 (8.33%) Systems Analyst
5 2 (8.33%) Technical Architect
5 2 (8.33%) Technical Leader
5 2 (8.33%) UAT Analyst
Libraries, Frameworks & Software Standards
1 2 (8.33%) .NET
1 2 (8.33%) ActiveMQ
1 2 (8.33%) Apache Camel
1 2 (8.33%) Hibernate
1 2 (8.33%) J2EE
1 2 (8.33%) JAX-RS
1 2 (8.33%) Middleware
1 2 (8.33%) REST
1 2 (8.33%) SOAP
1 2 (8.33%) Spring
1 2 (8.33%) Web Services
Miscellaneous
1 2 (8.33%) Analytical Skills
1 2 (8.33%) DataPower
2 1 (4.17%) Credit Risk
Processes & Methodologies
1 24 (100.00%) Migration
2 9 (37.50%) ETL
3 8 (33.33%) Agile Software Development
4 5 (20.83%) Functional Testing
4 5 (20.83%) System Integration Testing
4 5 (20.83%) TDD
4 5 (20.83%) Unit Testing
4 5 (20.83%) User Acceptance Testing
5 4 (16.67%) Kanban
5 4 (16.67%) Stakeholder Management
6 3 (12.50%) Business Analysis
6 3 (12.50%) ERP
6 3 (12.50%) Regression Testing
7 2 (8.33%) Continuous Integration
7 2 (8.33%) Data Cleansing
7 2 (8.33%) OOA/OOD
7 2 (8.33%) Scrum
7 2 (8.33%) SOA
7 2 (8.33%) Systems Analysis
7 2 (8.33%) UML
Programming Languages
1 6 (25.00%) SQL
2 2 (8.33%) Java
3 1 (4.17%) C#
Qualifications
1 1 (4.17%) ITIL Certification
Quality Assurance & Compliance
1 2 (8.33%) Data Quality
2 1 (4.17%) Disclosure Scotland
System Software
1 2 (8.33%) Docker
Vendors
1 4 (16.67%) Salesforce.com
2 2 (8.33%) IBM
2 2 (8.33%) Microsoft
2 2 (8.33%) Netezza
2 2 (8.33%) Oracle
2 2 (8.33%) Talend
3 1 (4.17%) SAP