The table below looks at the statistics for Data Migration skills in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Migration over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Migration
UK / Scotland
Rank 65 56 53
Rank change year-on-year
-9 -3
Contract jobs citing Data Migration 42 74 76
As % of all contract IT jobs located in Scotland 2.40% 2.93% 2.78%
As % of the Processes & Methodologies category 2.85% 3.53% 3.43%
Number of daily rates quoted 24 55 51
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £325 £280 £275
10% offered a daily rate of more than £497 £500 £500
UK excluding London median daily rate £425 £400 £400
% change year-on-year
+6.25% -
Number of hourly rates quoted 1 2 0
Median hourly rate £17.50 £14.13 -
Median hourly rate % change year-on-year
+23.89% -
UK excluding London median hourly rate £17.50 £15.25 £23.85
% change year-on-year
+14.75% -36.04%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
1474 2095 2218
As % of all contract IT jobs located in Scotland 84.13% 82.87% 81.16%
Number of daily rates quoted 880 1130 1253
Median daily rate £388 £388 £400
Median daily rate % change year-on-year
- -3.12%
90% offered a daily rate of more than £260 £265 £275
10% offered a daily rate of more than £500 £550 £500
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+1.87% +0.29%
Number of hourly rates quoted 26 26 41
Median hourly rate £45.00 £40.75 £23.50
Median hourly rate % change year-on-year
+10.42% +73.40%
90% offered a hourly rate of more than £14.50 £17.70 £12.10
10% offered a hourly rate of more than £66.00 £50.00 £49.00
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

Data Migration
Jobs Demand Trend in Scotland

The demand trend of contract jobs across the Scotland region citing Data Migration as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Migration Jobs Demand Trend in Scotland

Data Migration
Daily Rate Trend in Scotland

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

Data Migration Daily Rate Trend in Scotland

Data Migration
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Migration across the Scotland region over the 3 months to 27 February 2017.

Data Migration Daily Rate Histogram in Scotland

Data Migration
Hourly Rate Trend in Scotland

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

Data Migration Hourly Rate Trend in Scotland

Data Migration
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Migration within the Scotland region over the 3 months to 27 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -2 17 £388 +6.89%
Edinburgh -9 15 £400 - 2
West Lothian -3 1 - -
Perth and Kinross - 1 - -
Aberdeen - 1 - -
Data Migration
UK

Data Migration
Top 30 Related IT Skills in Scotland

For the 6 months to 27 February 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 Scotland region with a requirement for Data Migration.

1 76 (100.00%) Migration
2 27 (35.53%) Finance
3 25 (32.89%) Agile Software Development
4 16 (21.05%) TDD
5 14 (18.42%) SQL
5 14 (18.42%) SAP
6 13 (17.11%) Java
6 13 (17.11%) Stakeholder Management
6 13 (17.11%) Scrum
6 13 (17.11%) Cucumber
6 13 (17.11%) BDD
6 13 (17.11%) PostGIS
7 12 (15.79%) Gradle
7 12 (15.79%) JIRA
7 12 (15.79%) Banking
7 12 (15.79%) Maven
8 10 (13.16%) ESRI
8 10 (13.16%) JavaScript
8 10 (13.16%) Python
8 10 (13.16%) Degree
8 10 (13.16%) JBehave
8 10 (13.16%) Open Source
8 10 (13.16%) AngularJS
8 10 (13.16%) Leaflet
8 10 (13.16%) GeoServer
8 10 (13.16%) OpenLayers
9 9 (11.84%) ETL
9 9 (11.84%) Oracle
10 8 (10.53%) User Stories
10 8 (10.53%) User Acceptance Testing

Data Migration
Top Related IT Skills in Scotland 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 10 (13.16%) GeoServer
2 2 (2.63%) Confluence
2 2 (2.63%) WebSphere
2 2 (2.63%) WebSphere Application Server
3 1 (1.32%) JBoss
3 1 (1.32%) Oracle Workflow
Applications
1 4 (5.26%) MS Excel
2 3 (3.95%) MS Visio
3 1 (1.32%) MS Project
Business Applications
1 4 (5.26%) SAP BPC
1 4 (5.26%) SAP MII
2 3 (3.95%) Dynamics AX
2 3 (3.95%) Oracle EBS
3 2 (2.63%) IBM Operational Decision Manager
4 1 (1.32%) Dynamics NAV
4 1 (1.32%) Oracle BPM
4 1 (1.32%) SAP ERP
4 1 (1.32%) SAP FI
4 1 (1.32%) SAP S/4HANA
4 1 (1.32%) SAP SD
4 1 (1.32%) Teamcenter
Database & Business Intelligence
1 6 (7.89%) SQL Server
2 5 (6.58%) SAP BW
3 4 (5.26%) BusinessObjects
3 4 (5.26%) MaxDB
4 3 (3.95%) Big Data
4 3 (3.95%) GIS
4 3 (3.95%) Oracle ODI
4 3 (3.95%) QGIS
4 3 (3.95%) Spatial Data
5 2 (2.63%) Data Mining
5 2 (2.63%) Data Warehouse
5 2 (2.63%) Oracle Database
Development Applications
1 13 (17.11%) Cucumber
2 12 (15.79%) Gradle
2 12 (15.79%) JIRA
2 12 (15.79%) Maven
3 10 (13.16%) JBehave
4 5 (6.58%) Git (software)
5 4 (5.26%) NWDI
6 3 (3.95%) Atlassian Bamboo
6 3 (3.95%) Jenkins
7 2 (2.63%) Bitbucket
7 2 (2.63%) Eclipse
7 2 (2.63%) JUnit
7 2 (2.63%) Mockito
7 2 (2.63%) Subversion
8 1 (1.32%) Talend Open Studio
General
1 27 (35.53%) Finance
2 12 (15.79%) Banking
3 5 (6.58%) Retail
4 3 (3.95%) Manufacturing
4 3 (3.95%) Retail Banking
5 2 (2.63%) Telecoms
6 1 (1.32%) Billing
6 1 (1.32%) Marketing
Job Titles
1 24 (31.58%) Analyst
2 15 (19.74%) Developer
2 15 (19.74%) Project Manager
3 12 (15.79%) Business Analyst
4 7 (9.21%) Functional Analyst
5 6 (7.89%) Architect
6 5 (6.58%) Administrator
6 5 (6.58%) Functional Test Analyst
6 5 (6.58%) Test Analyst
7 4 (5.26%) Consultant
7 4 (5.26%) Migration Manager
7 4 (5.26%) Migration Project Manager
7 4 (5.26%) SAP Consultant
8 3 (3.95%) Business Project Manager
8 3 (3.95%) Data Analyst
8 3 (3.95%) Data Manager
8 3 (3.95%) Data Migration Analyst
8 3 (3.95%) QA Tester
8 3 (3.95%) SAP Basis Administrator
8 3 (3.95%) Tester
Libraries, Frameworks & Software Standards
1 13 (17.11%) PostGIS
2 10 (13.16%) AngularJS
2 10 (13.16%) Leaflet
2 10 (13.16%) OpenLayers
3 4 (5.26%) SAP Basis
4 3 (3.95%) Gherkin
4 3 (3.95%) Hibernate
5 2 (2.63%) .NET
5 2 (2.63%) ActiveMQ
5 2 (2.63%) Apache Camel
5 2 (2.63%) J2EE
5 2 (2.63%) JAX-RS
5 2 (2.63%) Middleware
5 2 (2.63%) REST
5 2 (2.63%) SOAP
5 2 (2.63%) Spring
5 2 (2.63%) Web Services
6 1 (1.32%) Apache CXF
6 1 (1.32%) JPA
6 1 (1.32%) JSF
Miscellaneous
1 3 (3.95%) Analytical Skills
2 2 (2.63%) DataPower
3 1 (1.32%) Credit Risk
3 1 (1.32%) Data Centre
Operating Systems
1 1 (1.32%) Windows
1 1 (1.32%) Windows 7
Processes & Methodologies
1 76 (100.00%) Migration
2 25 (32.89%) Agile Software Development
3 16 (21.05%) TDD
4 13 (17.11%) BDD
4 13 (17.11%) Scrum
4 13 (17.11%) Stakeholder Management
5 10 (13.16%) Open Source
6 9 (11.84%) ETL
7 8 (10.53%) User Acceptance Testing
7 8 (10.53%) User Stories
8 6 (7.89%) Continuous Integration
8 6 (7.89%) System Integration Testing
9 5 (6.58%) Business Analysis
9 5 (6.58%) ERP
9 5 (6.58%) Functional Testing
9 5 (6.58%) Kanban
9 5 (6.58%) Project Management
9 5 (6.58%) Unit Testing
10 4 (5.26%) Disaster Recovery
10 4 (5.26%) Performance Tuning
Programming Languages
1 14 (18.42%) SQL
2 13 (17.11%) Java
3 10 (13.16%) JavaScript
3 10 (13.16%) Python
4 2 (2.63%) ABAP
4 2 (2.63%) Apex Code
4 2 (2.63%) C#
5 1 (1.32%) C
5 1 (1.32%) C++
Qualifications
1 10 (13.16%) Degree
2 2 (2.63%) BC Cleared
2 2 (2.63%) Security Cleared
3 1 (1.32%) ITIL Certification
3 1 (1.32%) PRINCE2 Certification
Quality Assurance & Compliance
1 5 (6.58%) Data Quality
2 3 (3.95%) QA
2 3 (3.95%) SLA
3 2 (2.63%) Disclosure Scotland
3 2 (2.63%) FINREP
3 2 (2.63%) IFRS
System Software
1 2 (2.63%) Docker
Systems Management
1 3 (3.95%) Ansible
Vendors
1 14 (18.42%) SAP
2 10 (13.16%) ESRI
3 9 (11.84%) Oracle
4 6 (7.89%) Salesforce.com
5 4 (5.26%) Sybase
6 2 (2.63%) IBM
6 2 (2.63%) Microsoft
7 1 (1.32%) Bloomberg
7 1 (1.32%) Netezza
7 1 (1.32%) Reuters
7 1 (1.32%) Talend