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 6 December 2016 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
6 Dec 2016
Same period 2015 Same period 2014
Data Migration
Rank 86 73 61
Rank change year-on-year
-13 -12
Contract jobs citing Data Migration 37 57 68
As % of all contract IT jobs located in Scotland 1.83% 2.00% 2.42%
As % of the Processes & Methodologies category 2.27% 2.52% 3.13%
Number of daily rates quoted 17 35 42
Median daily rate £375 £395 £400
Median daily rate % change year-on-year
-5.06% -1.25%
90% offered a daily rate of more than £265 £265 £300
10% offered a daily rate of more than £485 £500 £500
UK excluding London median daily rate £419 £400 £375
% change year-on-year
+4.75% +6.66%
Number of hourly rates quoted 0 3 0
Median hourly rate - £15.25 -
UK excluding London median hourly rate £15.25 £15.25 £15.25
Data Migration
UK

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
1630 2264 2174
As % of all contract IT jobs located in Scotland 80.49% 79.41% 77.39%
Number of daily rates quoted 967 1193 1215
Median daily rate £375 £375 £380
Median daily rate % change year-on-year
- -1.31%
90% offered a daily rate of more than £275 £250 £269
10% offered a daily rate of more than £513 £500 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 35 40 23
Median hourly rate £38.50 £40.00 £35.00
Median hourly rate % change year-on-year
-3.75% +14.28%
90% offered a hourly rate of more than £14.50 £12.35 £16.12
10% offered a hourly rate of more than £45.00 £47.00 £45.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 6 December 2016.

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 6 December 2016. 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
(Click see detailed
statistics and trends)
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
Edinburgh +9 24 £400 - 3
Glasgow +8 10 £325 +5.26%
Aberdeen -7 2 £500 -
Data Migration
UK

Data Migration
Top 30 Related IT Skills in Scotland

For the 6 months to 6 December 2016, 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 69 (100.00%) Migration
2 27 (39.13%) Agile Software Development
3 15 (21.74%) TDD
3 15 (21.74%) Banking
3 15 (21.74%) SQL
3 15 (21.74%) Cucumber
3 15 (21.74%) BDD
4 14 (20.29%) PostGIS
4 14 (20.29%) Oracle
5 13 (18.84%) Java
5 13 (18.84%) Scrum
6 12 (17.39%) Finance
6 12 (17.39%) Gradle
6 12 (17.39%) User Stories
6 12 (17.39%) Maven
6 12 (17.39%) JIRA
7 11 (15.94%) JavaScript
8 10 (14.49%) Python
8 10 (14.49%) Stakeholder Management
8 10 (14.49%) ESRI
8 10 (14.49%) Degree
8 10 (14.49%) JBehave
8 10 (14.49%) AngularJS
8 10 (14.49%) Leaflet
8 10 (14.49%) Open Source
8 10 (14.49%) GeoServer
8 10 (14.49%) OpenLayers
9 9 (13.04%) Microsoft
10 8 (11.59%) CRM
10 8 (11.59%) Data Modelling

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 (14.49%) GeoServer
2 2 (2.90%) JBoss
2 2 (2.90%) MS Exchange
2 2 (2.90%) Oracle SOA Suite
2 2 (2.90%) Oracle Workflow
2 2 (2.90%) WebSphere
2 2 (2.90%) WebSphere Application Server
3 1 (1.45%) CMS
3 1 (1.45%) PowerExchange
3 1 (1.45%) SAS
Applications
1 5 (7.25%) MS Visio
2 4 (5.80%) MS Excel
3 1 (1.45%) MS Office
Business Applications
1 4 (5.80%) Dynamics CRM
2 3 (4.35%) Oracle EBS
3 2 (2.90%) IBM Operational Decision Manager
3 2 (2.90%) Oracle BPM
3 2 (2.90%) SAP BPC
3 2 (2.90%) SAP MII
3 2 (2.90%) Teamcenter
3 2 (2.90%) Unit4 Business World
4 1 (1.45%) Dynamics AX
4 1 (1.45%) Oracle ERP
Communications & Networking
1 2 (2.90%) SAN
1 2 (2.90%) Unified Communications
2 1 (1.45%) Internet
Database & Business Intelligence
1 7 (10.14%) Data Warehouse
1 7 (10.14%) SQL Server
2 4 (5.80%) GIS
2 4 (5.80%) QGIS
2 4 (5.80%) Spatial Data
3 3 (4.35%) Oracle Database
3 3 (4.35%) Oracle ODI
4 2 (2.90%) Big Data
4 2 (2.90%) BusinessObjects
4 2 (2.90%) MaxDB
4 2 (2.90%) SAP BW
5 1 (1.45%) Data Lake
5 1 (1.45%) Enterprise Data Warehouse
5 1 (1.45%) Hadoop
5 1 (1.45%) PowerCenter
5 1 (1.45%) SQL Server 2008
5 1 (1.45%) SQL Server 2014
5 1 (1.45%) SQL Server Analysis Services
5 1 (1.45%) SQL Server Integration Services
5 1 (1.45%) SQL Server Reporting Services
Development Applications
1 15 (21.74%) Cucumber
2 12 (17.39%) Gradle
2 12 (17.39%) JIRA
2 12 (17.39%) Maven
3 10 (14.49%) JBehave
4 7 (10.14%) Git (software)
5 5 (7.25%) Atlassian Bamboo
5 5 (7.25%) Jenkins
6 2 (2.90%) Bitbucket
6 2 (2.90%) Eclipse
6 2 (2.90%) JUnit
6 2 (2.90%) Mockito
6 2 (2.90%) NWDI
6 2 (2.90%) Subversion
7 1 (1.45%) ERwin
General
1 15 (21.74%) Banking
2 12 (17.39%) Finance
3 4 (5.80%) Retail
4 2 (2.90%) Manufacturing
4 2 (2.90%) Retail Banking
Job Titles
1 19 (27.54%) Analyst
2 15 (21.74%) Business Analyst
2 15 (21.74%) Developer
3 11 (15.94%) Project Manager
4 7 (10.14%) Architect
5 5 (7.25%) Data Migration Manager
5 5 (7.25%) Data Migration Project Manager
5 5 (7.25%) Migration Manager
5 5 (7.25%) Migration Project Manager
5 5 (7.25%) QA Tester
5 5 (7.25%) Tester
6 4 (5.80%) Automation Tester
6 4 (5.80%) Consultant
6 4 (5.80%) Data Manager
6 4 (5.80%) IT Manager
6 4 (5.80%) IT Project Manager
6 4 (5.80%) QA Automation Tester
7 3 (4.35%) Administrator
7 3 (4.35%) Data Analyst
7 3 (4.35%) Data Architect
Libraries, Frameworks & Software Standards
1 14 (20.29%) PostGIS
2 10 (14.49%) AngularJS
2 10 (14.49%) Leaflet
2 10 (14.49%) OpenLayers
3 5 (7.25%) Gherkin
4 3 (4.35%) Hibernate
5 2 (2.90%) .NET
5 2 (2.90%) ActiveMQ
5 2 (2.90%) Apache Camel
5 2 (2.90%) J2EE
5 2 (2.90%) JAX-RS
5 2 (2.90%) JPA
5 2 (2.90%) JSF
5 2 (2.90%) Middleware
5 2 (2.90%) REST
5 2 (2.90%) RichFaces
5 2 (2.90%) SAP Basis
5 2 (2.90%) SOAP
5 2 (2.90%) Spring
5 2 (2.90%) Web Services
Miscellaneous
1 3 (4.35%) Data Centre
1 3 (4.35%) Data Integration
2 2 (2.90%) DataPower
2 2 (2.90%) Reference Data
2 2 (2.90%) Visualisation
3 1 (1.45%) Analytical Skills
3 1 (1.45%) Mainframe
3 1 (1.45%) Private Cloud
Operating Systems
1 1 (1.45%) Unix
1 1 (1.45%) VMS
Processes & Methodologies
1 69 (100.00%) Migration
2 27 (39.13%) Agile Software Development
3 15 (21.74%) BDD
3 15 (21.74%) TDD
4 13 (18.84%) Scrum
5 12 (17.39%) User Stories
6 10 (14.49%) Open Source
6 10 (14.49%) Stakeholder Management
7 8 (11.59%) Continuous Integration
7 8 (11.59%) CRM
7 8 (11.59%) Data Modelling
7 8 (11.59%) ETL
7 8 (11.59%) Use Case
8 7 (10.14%) User Acceptance Testing
9 6 (8.70%) Business Analysis
9 6 (8.70%) UML
10 5 (7.25%) Content Management
10 5 (7.25%) Validation
11 4 (5.80%) Document Management
11 4 (5.80%) System Testing
Programming Languages
1 15 (21.74%) SQL
2 13 (18.84%) Java
3 11 (15.94%) JavaScript
4 10 (14.49%) Python
5 2 (2.90%) C#
5 2 (2.90%) PL/SQL
6 1 (1.45%) Apex Code
6 1 (1.45%) C
6 1 (1.45%) C++
Qualifications
1 10 (14.49%) Degree
2 1 (1.45%) ISEB
2 1 (1.45%) ISTQB
2 1 (1.45%) ISTQB Foundation Certification
2 1 (1.45%) ITIL Certification
2 1 (1.45%) SC Cleared
2 1 (1.45%) Security Cleared
Quality Assurance & Compliance
1 7 (10.14%) QA
2 6 (8.70%) Data Quality
3 4 (5.80%) Disclosure Scotland
4 2 (2.90%) FINREP
4 2 (2.90%) SLA
System Software
1 2 (2.90%) Active Directory
1 2 (2.90%) Docker
1 2 (2.90%) Hyper-V
Systems Management
1 5 (7.25%) Ansible
Vendors
1 14 (20.29%) Oracle
2 10 (14.49%) ESRI
3 9 (13.04%) Microsoft
4 5 (7.25%) SAP
5 4 (5.80%) IBM
5 4 (5.80%) Salesforce.com
6 3 (4.35%) Informatica
7 2 (2.90%) Cisco
7 2 (2.90%) HP
7 2 (2.90%) Sybase
7 2 (2.90%) Teradata
8 1 (1.45%) Bloomberg
8 1 (1.45%) CA
8 1 (1.45%) Cognos
8 1 (1.45%) Reuters