Period
to 18 November 2017

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 6 months to 18 November 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
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 60 71 65
Rank change year-on-year +11 -6 -5
Contract jobs citing Data Migration 32 15 35
As % of all contract IT jobs advertised in Glasgow 2.47% 1.34% 2.04%
As % of the Processes & Methodologies category 2.88% 1.62% 2.50%
Number of daily rates quoted 19 15 23
Glasgow median daily rate £338 £350 £350
Median daily rate % change year-on-year -3.57% - +0.36%
10th Percentile £250 £254 £269
90th Percentile £448 £400 £468
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -3.23%
Number of hourly rates quoted 0 0 1
Glasgow median hourly rate - - £13.00
Scotland median hourly rate £20.21 - £14.13

Data Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1112 926 1401
As % of all contract IT jobs advertised in Glasgow 85.67% 82.46% 81.69%
Number of daily rates quoted 602 492 748
Glasgow median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -
10th Percentile £258 £220 £232
90th Percentile £500 £450 £475
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 31 15 27
Glasgow median hourly rate £24.00 £21.00 £27.44
Median hourly rate % change year-on-year +14.29% -23.47% +52.44%
10th Percentile £13.00 £10.50 £12.35
90th Percentile £33.75 £44.65 £55.00
Scotland median hourly rate £25.00 £22.75 £25.61
% change year-on-year +9.89% -11.17% +17.75%

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
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 6 months to 18 November 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 18 November 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 32 (100.00%) Migration
2 14 (43.75%) Finance
3 10 (31.25%) Agile Software Development
3 10 (31.25%) PRINCE2
4 9 (28.13%) Project Management
5 8 (25.00%) CRM
5 8 (25.00%) SQL Server
5 8 (25.00%) Business Analysis
5 8 (25.00%) User Acceptance Testing
6 7 (21.88%) Data Integration
6 7 (21.88%) Analytical Skills
6 7 (21.88%) Salesforce.com CRM
6 7 (21.88%) SQL
6 7 (21.88%) ITIL
6 7 (21.88%) Salesforce.com
6 7 (21.88%) ETL
6 7 (21.88%) Microsoft
7 6 (18.75%) C++
7 6 (18.75%) SOAP
7 6 (18.75%) XML
7 6 (18.75%) XSLT
7 6 (18.75%) VMware
7 6 (18.75%) Service Delivery
7 6 (18.75%) SoapUI
7 6 (18.75%) User Stories
7 6 (18.75%) Test Strategy
7 6 (18.75%) ISTQB Foundation Certification
7 6 (18.75%) Release Management
7 6 (18.75%) VMware Infrastructure
7 6 (18.75%) SQL Server Integration Services

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 5 (15.63%) Confluence
2 4 (12.50%) SharePoint
3 1 (3.13%) Oracle SOA Suite
3 1 (3.13%) Oracle Workflow
Applications
1 2 (6.25%) Microsoft Office
1 2 (6.25%) Microsoft Project
2 1 (3.13%) Microsoft Excel
Business Applications
1 7 (21.88%) Salesforce.com CRM
2 2 (6.25%) Dynamics AX
3 1 (3.13%) Dynamics CRM
3 1 (3.13%) FRx
3 1 (3.13%) Oracle Applications
3 1 (3.13%) SAP ERP
3 1 (3.13%) SAP S/4HANA
3 1 (3.13%) Unit4 Business World
Cloud Services
1 4 (12.50%) Office 365
2 2 (6.25%) Dynamics 365
2 2 (6.25%) Microsoft Azure
Database & Business Intelligence
1 8 (25.00%) SQL Server
2 6 (18.75%) SQL Server Integration Services
3 3 (9.38%) Data Warehouse
3 3 (9.38%) SQL Server Reporting Services
4 2 (6.25%) MariaDB
4 2 (6.25%) Power BI
5 1 (3.13%) Azure SQL Data Warehouse
5 1 (3.13%) Hadoop
5 1 (3.13%) MySQL
5 1 (3.13%) Oracle Database
Development Applications
1 6 (18.75%) SoapUI
2 5 (15.63%) JIRA
3 1 (3.13%) MorphX
General
1 14 (43.75%) Finance
2 5 (15.63%) Banking
3 2 (6.25%) Manufacturing
Job Titles
1 22 (68.75%) Analyst
2 11 (34.38%) Business Analyst
2 11 (34.38%) Test Analyst
3 4 (12.50%) Functional Analyst
3 4 (12.50%) Functional Test Analyst
3 4 (12.50%) Salesforce Analyst
3 4 (12.50%) Salesforce Business Analyst
4 3 (9.38%) Consultant
4 3 (9.38%) Project Manager
4 3 (9.38%) UAT Analyst
4 3 (9.38%) UAT Test Analyst
5 1 (3.13%) Administrator
5 1 (3.13%) Data Architect
5 1 (3.13%) Data Warehouse Consultant
5 1 (3.13%) Database Consultant
5 1 (3.13%) DBA
5 1 (3.13%) ERP Consultant
5 1 (3.13%) Senior Analyst
5 1 (3.13%) Senior Manager
5 1 (3.13%) UAT Tester
Libraries, Frameworks & Software Standards
1 6 (18.75%) SOAP
1 6 (18.75%) XML
1 6 (18.75%) XSLT
2 1 (3.13%) Middleware
Miscellaneous
1 7 (21.88%) Analytical Skills
2 2 (6.25%) PMI
3 1 (3.13%) Enterprise Software
Processes & Methodologies
1 32 (100.00%) Migration
2 10 (31.25%) Agile Software Development
2 10 (31.25%) PRINCE2
3 9 (28.13%) Project Management
4 8 (25.00%) Business Analysis
4 8 (25.00%) CRM
4 8 (25.00%) User Acceptance Testing
5 7 (21.88%) Data Integration
5 7 (21.88%) ETL
5 7 (21.88%) ITIL
6 6 (18.75%) Release Management
6 6 (18.75%) Service Delivery
6 6 (18.75%) Test Strategy
6 6 (18.75%) User Stories
7 5 (15.63%) Regression Testing
7 5 (15.63%) Stakeholder Management
7 5 (15.63%) System Integration Testing
7 5 (15.63%) Systems Analysis
7 5 (15.63%) Unit Testing
7 5 (15.63%) Waterfall
Programming Languages
1 7 (21.88%) SQL
2 6 (18.75%) C++
3 1 (3.13%) X++
Qualifications
1 6 (18.75%) Degree
1 6 (18.75%) ISTQB
1 6 (18.75%) ISTQB Foundation Certification
2 3 (9.38%) PMI Certification
2 3 (9.38%) PMP
3 2 (6.25%) ISEB
4 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 1 (3.13%) COBIT
System Software
1 6 (18.75%) VMware Infrastructure
Vendors
1 7 (21.88%) Microsoft
1 7 (21.88%) Salesforce.com
2 6 (18.75%) VMware
3 4 (12.50%) Oracle
4 1 (3.13%) Cognos
4 1 (3.13%) EnterpriseDB
4 1 (3.13%) SAP