Period
to 22 July 2017

The following table provides summary statistics for contract job vacancies advertised in Scotland 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 22 July 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
UK > Scotland
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 88 89 64
Rank change year-on-year +1 -25 +43
Contract jobs citing Data Migration 86 124 168
As % of all contract IT jobs advertised in Scotland 2.03% 2.25% 2.69%
As % of the Processes & Methodologies category 2.45% 2.64% 3.30%
Number of daily rates quoted 51 89 115
Scotland median daily rate £450 £389 £365
Median daily rate % change year-on-year +15.68% +6.58% -2.67%
10th Percentile £320 £280 £269
90th Percentile £675 £525 £492
UK median daily rate £450 £413 £400
% change year-on-year +9.09% +3.13% -3.03%
Number of hourly rates quoted 6 0 0
Scotland median hourly rate £13.00 - -
UK median hourly rate £15.25 £15.25 £15.25

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 Scotland with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Scotland
Contract job vacancies with a requirement for process and methodology skills 3508 4690 5090
As % of all contract IT job vacancies advertised in Scotland 82.87% 84.99% 81.64%
Number of daily rates quoted 2046 2675 2651
Scotland median daily rate £380 £375 £375
Median daily rate % change year-on-year +1.33% - -
10th Percentile £256 £235 £250
90th Percentile £525 £510 £500
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 75 89 119
Scotland median hourly rate £30.00 £36.00 £30.00
Median hourly rate % change year-on-year -16.67% +20.00% +20.00%
10th Percentile £13.00 £11.29 £12.35
90th Percentile £45.60 £43.15 £45.34
UK median hourly rate £25.00 £25.00 £21.91
% change year-on-year - +14.10% +5.59%

Data Migration
Job Vacancy Trend in Scotland

Job postings citing Data Migration as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Data Migration in Scotland

Data Migration
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Data Migration in Scotland

Data Migration
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Data Migration in Scotland over the 6 months to 22 July 2017.

Contractor daily rate histogram for Data Migration in Scotland

Data Migration
Contractor Hourly Rate Trend in Scotland

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

Contractor hourly rate trend for Data Migration 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 6 months to 22 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +10 62 £468 +16.88% 2
Glasgow -10 17 £388 +14.81%
West Lothian -4 1 - -
Aberdeen -7 1 - -
Perth and Kinross - 1 - -
Data Migration
UK

For the 6 months to 22 July 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 86 (100.00%) Migration
2 45 (52.33%) Finance
3 23 (26.74%) User Acceptance Testing
4 21 (24.42%) System Integration Testing
4 21 (24.42%) Regression Testing
5 20 (23.26%) Business Intelligence
6 19 (22.09%) Workflow
7 18 (20.93%) ERP
8 17 (19.77%) Unit4 Business World
9 16 (18.60%) SDLC
9 16 (18.60%) Performance Testing
9 16 (18.60%) Integration Testing
10 14 (16.28%) ETL
11 13 (15.12%) Banking
12 12 (13.95%) Local Government
12 12 (13.95%) Stakeholder Management
13 10 (11.63%) Microsoft
14 9 (10.47%) SQL
14 9 (10.47%) Project Management
14 9 (10.47%) Data Warehouse
15 8 (9.30%) Windows
15 8 (9.30%) Business Analysis
15 8 (9.30%) Agile Software Development
15 8 (9.30%) Analytical Skills
16 7 (8.14%) Data Analysis
16 7 (8.14%) Validation
16 7 (8.14%) SAP
17 6 (6.98%) Oracle
17 6 (6.98%) Unit Testing
17 6 (6.98%) Windows 7

Data Migration
Co-occurring 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 4 (4.65%) SAS
1 4 (4.65%) SharePoint
2 1 (1.16%) Oracle SOA Suite
2 1 (1.16%) Oracle Spatial
2 1 (1.16%) Oracle Workflow
Applications
1 3 (3.49%) Microsoft Project
2 2 (2.33%) Microsoft Office
2 2 (2.33%) MS Visio
3 1 (1.16%) Microsoft Excel
Business Applications
1 17 (19.77%) Unit4 Business World
2 1 (1.16%) Dynamics AX
2 1 (1.16%) Dynamics CRM
2 1 (1.16%) FRx
2 1 (1.16%) Oracle Applications
2 1 (1.16%) Oracle EBS
2 1 (1.16%) Oracle EBS R12
2 1 (1.16%) Oracle Financials
2 1 (1.16%) SAP ERP
2 1 (1.16%) SAP FI
2 1 (1.16%) SAP S/4HANA
2 1 (1.16%) SAP SD
Cloud Services
1 4 (4.65%) Office 365
2 3 (3.49%) Amazon AWS
3 2 (2.33%) Microsoft Azure
4 1 (1.16%) Dynamics 365
Communications & Networking
1 2 (2.33%) Internet
2 1 (1.16%) DNS
Database & Business Intelligence
1 9 (10.47%) Data Warehouse
2 4 (4.65%) Hadoop
2 4 (4.65%) PowerCenter
3 3 (3.49%) SQL Server
4 2 (2.33%) BusinessObjects
4 2 (2.33%) SQL Server Reporting Services
5 1 (1.16%) Azure SQL Data Warehouse
5 1 (1.16%) Big Data
5 1 (1.16%) Geospatial Data
5 1 (1.16%) Oracle Database
5 1 (1.16%) Oracle Reports
5 1 (1.16%) Pentaho
5 1 (1.16%) Power BI
5 1 (1.16%) SAP BW
5 1 (1.16%) SAS Enterprise Guide
5 1 (1.16%) SQL Server Analysis Services
5 1 (1.16%) SQL Server Integration Services
Development Applications
1 1 (1.16%) Subversion
1 1 (1.16%) Talend Open Studio
1 1 (1.16%) TortoiseSVN
General
1 45 (52.33%) Finance
2 13 (15.12%) Banking
3 12 (13.95%) Local Government
4 3 (3.49%) Legal
4 3 (3.49%) Retail
4 3 (3.49%) Retail Banking
5 2 (2.33%) General Ledger
5 2 (2.33%) Telecoms
6 1 (1.16%) Billing
6 1 (1.16%) Manufacturing
6 1 (1.16%) Marketing
Job Titles
1 23 (26.74%) Analyst
1 23 (26.74%) Consultant
2 15 (17.44%) Implementation Consultant
3 14 (16.28%) Project Manager
4 12 (13.95%) Business Analyst
5 10 (11.63%) Business Consultant
6 8 (9.30%) Architect
6 8 (9.30%) Migration Manager
7 7 (8.14%) Migration Analyst
8 6 (6.98%) Agresso Implementation Consultant
8 6 (6.98%) Data Architect
8 6 (6.98%) Data Migration Analyst
8 6 (6.98%) Functional Analyst
8 6 (6.98%) Migration Project Manager
8 6 (6.98%) Test Analyst
9 5 (5.81%) Functional Test Analyst
9 5 (5.81%) Migration Architect
10 4 (4.65%) Data Business Analyst
10 4 (4.65%) Data Migration Architect
10 4 (4.65%) Data Migration Business Analyst
Libraries, Frameworks & Software Standards
1 3 (3.49%) XML
2 1 (1.16%) .NET
2 1 (1.16%) Managed Extensibility Framework
2 1 (1.16%) REST
2 1 (1.16%) Web Services
Miscellaneous
1 8 (9.30%) Analytical Skills
2 2 (2.33%) Computer Science
2 2 (2.33%) Data Centre
2 2 (2.33%) PMI
3 1 (1.16%) Virtual Team
Operating Systems
1 8 (9.30%) Windows
2 6 (6.98%) Windows 7
3 2 (2.33%) Linux
3 2 (2.33%) Windows XP
4 1 (1.16%) Red Hat Enterprise Linux
4 1 (1.16%) Windows Server
Processes & Methodologies
1 86 (100.00%) Migration
2 23 (26.74%) User Acceptance Testing
3 21 (24.42%) Regression Testing
3 21 (24.42%) System Integration Testing
4 20 (23.26%) Business Intelligence
5 19 (22.09%) Workflow
6 18 (20.93%) ERP
7 16 (18.60%) Integration Testing
7 16 (18.60%) Performance Testing
7 16 (18.60%) SDLC
8 14 (16.28%) ETL
9 12 (13.95%) Stakeholder Management
10 9 (10.47%) Project Management
11 8 (9.30%) Agile Software Development
11 8 (9.30%) Business Analysis
12 7 (8.14%) Data Analysis
12 7 (8.14%) Validation
13 6 (6.98%) Unit Testing
14 5 (5.81%) Data Integration
14 5 (5.81%) Functional Testing
Programming Languages
1 9 (10.47%) SQL
2 3 (3.49%) C
3 1 (1.16%) ABAP
3 1 (1.16%) Java
3 1 (1.16%) Perl
3 1 (1.16%) PL/SQL
Qualifications
1 5 (5.81%) Degree
2 3 (3.49%) PMI Certification
2 3 (3.49%) PMP
3 2 (2.33%) ISEB
3 2 (2.33%) Security Cleared
4 1 (1.16%) BC Cleared
4 1 (1.16%) BPSS Clearance
4 1 (1.16%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (3.49%) Data Quality
Systems Management
1 1 (1.16%) HP Quality Center
Vendors
1 10 (11.63%) Microsoft
2 7 (8.14%) SAP
3 6 (6.98%) Oracle
4 4 (4.65%) Informatica
4 4 (4.65%) Teradata
5 3 (3.49%) Cloudera
5 3 (3.49%) Cognos
6 1 (1.16%) Ab Initio
6 1 (1.16%) Netezza
6 1 (1.16%) Red Hat
6 1 (1.16%) Talend
Edinburgh, Midlothian
Lorien Resourcing
Posted: 5 days ago
Edinburgh, Midlothian
NCC Group
Rate: From £260 to £260 per annum
Posted: 16 days ago