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 May 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
27 May 2016
Same period 2015 Same period 2014
Data Migration
Rank 90 61 98
Rank change year-on-year
-29 +37
Contract jobs citing Data Migration 58 78 28
As % of all contract IT jobs located in Scotland 1.98% 2.66% 1.10%
As % of the Processes & Methodologies category 2.39% 3.35% 1.43%
Number of daily rates quoted 35 52 23
Median daily rate £350 £350 £350
90% offered a daily rate of more than £283 £280 £221
10% offered a daily rate of more than £500 £423 £446
UK excluding London median daily rate £400 £375 £400
% change year-on-year
+6.66% -6.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £15.25 £15.25 £24.38
% change year-on-year
- -37.43%
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
2427 2329 1953
As % of all contract IT jobs located in Scotland 82.69% 79.57% 76.74%
Number of daily rates quoted 1401 1233 1087
Median daily rate £375 £375 £375
90% offered a daily rate of more than £238 £260 £250
10% offered a daily rate of more than £500 £490 £500
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 52 62 36
Median hourly rate £36.00 £31.00 £25.00
Median hourly rate % change year-on-year
+16.12% +24.00%
90% offered a hourly rate of more than £13.45 £14.00 £17.00
10% offered a hourly rate of more than £41.40 £40.00 £38.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

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 May 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 27 May 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 -13 31 £413 +17.85% 1
Glasgow -6 16 £300 -20.00% 1
Aberdeen - 2 - -
West Lothian - 2 £362 -
Dundee 0 1 - -
Data Migration
UK

Data Migration
Top 30 Related IT Skills in Scotland

For the 6 months to 27 May 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.

1 132 (100.00%) Migration
2 58 (43.94%) Finance
3 52 (39.39%) Banking
4 39 (29.55%) SQL
5 30 (22.73%) Retail
6 28 (21.21%) Data Warehouse
6 28 (21.21%) ETL
7 27 (20.45%) Data Modelling
7 27 (20.45%) Stakeholder Management
8 25 (18.94%) Oracle
9 22 (16.67%) Retail Banking
10 20 (15.15%) Agile Software Development
11 18 (13.64%) Data Analysis
11 18 (13.64%) Data Quality
12 17 (12.88%) Analytics
13 15 (11.36%) User Acceptance Testing
14 14 (10.61%) Project Management
14 14 (10.61%) Oracle Database
14 14 (10.61%) Analytical Skills
15 12 (9.09%) Data Analytics
15 12 (9.09%) SAP
15 12 (9.09%) Unix
15 12 (9.09%) UML
16 11 (8.33%) MS Visio
16 11 (8.33%) Data Mapping
16 11 (8.33%) Use Case
16 11 (8.33%) Data Management
16 11 (8.33%) Teradata
17 10 (7.58%) Informatica
18 9 (6.82%) ETL Development

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 9 (6.82%) SAS
2 4 (3.03%) JBoss
2 4 (3.03%) Oracle Workflow
3 2 (1.52%) IIS
3 2 (1.52%) WebSphere
3 2 (1.52%) WebSphere Application Server
4 1 (0.76%) CMS
Applications
1 11 (8.33%) MS Visio
2 3 (2.27%) MS PowerPoint
3 2 (1.52%) MS Excel
4 1 (0.76%) MS Office
4 1 (0.76%) MS Project
Business Applications
1 4 (3.03%) Oracle BPM
2 3 (2.27%) Teamcenter
3 2 (1.52%) IBM Operational Decision Manager
3 2 (1.52%) SAP CRM
4 1 (0.76%) PeopleSoft HRMS
4 1 (0.76%) SAP HCM
4 1 (0.76%) SAP HR
Cloud Services
1 4 (3.03%) SaaS
Communications & Networking
1 1 (0.76%) SMS
Database & Business Intelligence
1 28 (21.21%) Data Warehouse
2 14 (10.61%) Oracle Database
3 9 (6.82%) PowerCenter
4 7 (5.30%) SQL Server
5 5 (3.79%) Big Data
5 5 (3.79%) MS Access
6 4 (3.03%) Enterprise Data Warehouse
6 4 (3.03%) Oracle Database 11g
6 4 (3.03%) Oracle Reports
7 3 (2.27%) PostgreSQL
7 3 (2.27%) SQL Server Integration Services
8 2 (1.52%) Data Mining
8 2 (1.52%) Informix
8 2 (1.52%) MongoDB
8 2 (1.52%) Oracle Database 10g
8 2 (1.52%) QlikView
9 1 (0.76%) Hadoop
9 1 (0.76%) IBM InfoSphere
9 1 (0.76%) Relational Database
9 1 (0.76%) SQL Server Analysis Services
Development Applications
1 8 (6.06%) ERwin
2 3 (2.27%) Git (software)
3 2 (1.52%) Bitbucket
3 2 (1.52%) Eclipse
3 2 (1.52%) Gradle
3 2 (1.52%) JUnit
3 2 (1.52%) Maven
3 2 (1.52%) Mockito
3 2 (1.52%) Oracle APEX
3 2 (1.52%) Subversion
4 1 (0.76%) gulp
4 1 (0.76%) Jasmine
4 1 (0.76%) Karma Test Runner
4 1 (0.76%) Protractor
General
1 58 (43.94%) Finance
2 52 (39.39%) Banking
3 30 (22.73%) Retail
4 22 (16.67%) Retail Banking
5 4 (3.03%) General Ledger
6 2 (1.52%) Back Office
6 2 (1.52%) Legal
6 2 (1.52%) Manufacturing
7 1 (0.76%) Investment Banking
7 1 (0.76%) Law
7 1 (0.76%) Publishing
7 1 (0.76%) Telecoms
Job Titles
1 50 (37.88%) Analyst
2 22 (16.67%) Developer
3 18 (13.64%) Consultant
4 15 (11.36%) Project Manager
5 14 (10.61%) Business Analyst
5 14 (10.61%) Test Analyst
6 10 (7.58%) Architect
6 10 (7.58%) Data Consultant
6 10 (7.58%) Data Migration Consultant
6 10 (7.58%) Migration Consultant
6 10 (7.58%) Migration Manager
7 9 (6.82%) Data Analyst
7 9 (6.82%) Migration Project Manager
8 8 (6.06%) HR Analyst
9 7 (5.30%) Database Developer
9 7 (5.30%) Systems Analyst
10 6 (4.55%) Data Migration Analyst
10 6 (4.55%) Data Migration Manager
10 6 (4.55%) Migration Analyst
10 6 (4.55%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (3.03%) Apache CXF
1 4 (3.03%) JPA
1 4 (3.03%) JSF
1 4 (3.03%) RichFaces
2 3 (2.27%) .NET
2 3 (2.27%) Web Services
3 2 (1.52%) ActiveMQ
3 2 (1.52%) Apache Camel
3 2 (1.52%) Hibernate
3 2 (1.52%) J2EE
3 2 (1.52%) JAX-RS
3 2 (1.52%) PostGIS
3 2 (1.52%) REST
3 2 (1.52%) SOAP
3 2 (1.52%) Spring
4 1 (0.76%) AngularJS
4 1 (0.76%) CSS3
4 1 (0.76%) LESS
4 1 (0.76%) Sass
4 1 (0.76%) Twitter Bootstrap
Miscellaneous
1 14 (10.61%) Analytical Skills
2 5 (3.79%) Data Extraction
3 4 (3.03%) Data Centre
3 4 (3.03%) User Experience
4 3 (2.27%) Reference Data
5 2 (1.52%) Data Integration
5 2 (1.52%) DataPower
5 2 (1.52%) Enterprise Software
5 2 (1.52%) NHS
6 1 (0.76%) Client/Server
6 1 (0.76%) Credit Risk
6 1 (0.76%) Fintech
6 1 (0.76%) Mainframe
6 1 (0.76%) Private Cloud
6 1 (0.76%) Replication
Operating Systems
1 12 (9.09%) Unix
2 4 (3.03%) Windows
3 2 (1.52%) AIX
3 2 (1.52%) Windows 7
Processes & Methodologies
1 132 (100.00%) Migration
2 28 (21.21%) ETL
3 27 (20.45%) Data Modelling
3 27 (20.45%) Stakeholder Management
4 20 (15.15%) Agile Software Development
5 18 (13.64%) Data Analysis
6 17 (12.88%) Analytics
7 15 (11.36%) User Acceptance Testing
8 14 (10.61%) Project Management
9 12 (9.09%) Data Analytics
9 12 (9.09%) UML
10 11 (8.33%) Data Management
10 11 (8.33%) Data Mapping
10 11 (8.33%) Use Case
11 9 (6.82%) Data Architecture
11 9 (6.82%) ETL Development
11 9 (6.82%) Software Testing
12 8 (6.06%) Defect Management
12 8 (6.06%) Information Assurance
12 8 (6.06%) User Stories
Programming Languages
1 39 (29.55%) SQL
2 5 (3.79%) Java
3 3 (2.27%) PL/SQL
4 2 (1.52%) T-SQL
5 1 (0.76%) AWK
5 1 (0.76%) C#
5 1 (0.76%) JavaScript
5 1 (0.76%) Korn
5 1 (0.76%) Perl
5 1 (0.76%) PHP
5 1 (0.76%) PowerShell
5 1 (0.76%) sed
5 1 (0.76%) Shell Script
Qualifications
1 7 (5.30%) ISEB
2 4 (3.03%) Security Cleared
3 3 (2.27%) ISTQB
4 2 (1.52%) Degree
4 2 (1.52%) ISTQB Foundation Certification
5 1 (0.76%) A+ Certification
5 1 (0.76%) MCITP
5 1 (0.76%) MCP
5 1 (0.76%) MCSE
5 1 (0.76%) Microsoft Certification
5 1 (0.76%) PMI Certification
5 1 (0.76%) PMP
5 1 (0.76%) PRINCE2 Certification
5 1 (0.76%) SC Cleared
Quality Assurance & Compliance
1 18 (13.64%) Data Quality
2 4 (3.03%) FATCA
2 4 (3.03%) QA
3 1 (0.76%) Dodd-Frank
3 1 (0.76%) EMIR
3 1 (0.76%) SLA
System Software
1 2 (1.52%) Docker
2 1 (0.76%) Active Directory
2 1 (0.76%) Microsoft App-V
Systems Management
1 3 (2.27%) HP Quality Center
2 1 (0.76%) SCCM
2 1 (0.76%) WSUS
Vendors
1 25 (18.94%) Oracle
2 12 (9.09%) SAP
3 11 (8.33%) Teradata
4 10 (7.58%) Informatica
5 8 (6.06%) CA
5 8 (6.06%) Microsoft
6 3 (2.27%) Siemens
7 2 (1.52%) IBM
7 2 (1.52%) InterSystems
7 2 (1.52%) Salesforce.com
8 1 (0.76%) Citrix
8 1 (0.76%) Cognos
8 1 (0.76%) Murex
8 1 (0.76%) Pega
8 1 (0.76%) PeopleSoft