Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 17 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 > Edinburgh
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 79 68 63
Rank change year-on-year -11 -5 +2
Contract jobs citing Data Migration 61 53 76
As % of all contract IT jobs advertised in Edinburgh 2.09% 2.44% 2.36%
As % of the Processes & Methodologies category 2.48% 2.90% 2.83%
Number of daily rates quoted 44 35 57
Edinburgh median daily rate £413 £400 £395
Median daily rate % change year-on-year +3.13% +1.27% -7.06%
10th Percentile £325 £293 £290
90th Percentile £590 £470 £500
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -3.23%
Number of hourly rates quoted 1 0 0
Edinburgh 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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2457 1826 2682
As % of all contract IT jobs advertised in Edinburgh 84.26% 84.07% 83.21%
Number of daily rates quoted 1434 1040 1388
Edinburgh median daily rate £400 £388 £388
Median daily rate % change year-on-year +3.23% - -3.13%
10th Percentile £263 £260 £263
90th Percentile £550 £525 £521
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 18 27 21
Edinburgh median hourly rate £21.00 £20.00 £19.02
Median hourly rate % change year-on-year +5.00% +5.15% +20.61%
10th Percentile £11.22 £11.30 £12.00
90th Percentile £37.52 £48.38 £40.38
Scotland median hourly rate £25.00 £24.00 £25.00
% change year-on-year +4.17% -4.00% +14.94%

Data Migration
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Migration in Edinburgh

Data Migration
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Data Migration in Edinburgh

Data Migration
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Data Migration in Edinburgh over the 6 months to 17 November 2017.

Contractor daily rate histogram for Data Migration in Edinburgh

Data Migration
Contractor Hourly Rate Trend in Edinburgh

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

Contractor hourly rate trend for Data Migration in Edinburgh

For the 6 months to 17 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 Edinburgh region with a requirement for Data Migration.

1 61 (100.00%) Migration
2 21 (34.43%) Finance
3 16 (26.23%) Data Quality
4 15 (24.59%) Data Analysis
5 14 (22.95%) Banking
6 12 (19.67%) Informatica
6 12 (19.67%) PowerCenter
7 10 (16.39%) Data Integration
8 9 (14.75%) Retail Banking
8 9 (14.75%) ETL
8 9 (14.75%) Data Warehouse
9 8 (13.11%) SAP
10 7 (11.48%) Hadoop
11 6 (9.84%) Amazon AWS
11 6 (9.84%) Business Analysis
11 6 (9.84%) Teradata
11 6 (9.84%) Stakeholder Management
11 6 (9.84%) Data Modelling
12 5 (8.20%) SQL
12 5 (8.20%) Oracle
12 5 (8.20%) Cloudera
12 5 (8.20%) Data Mapping
13 4 (6.56%) Analytical Skills
13 4 (6.56%) SAP FI
13 4 (6.56%) SAS
13 4 (6.56%) Agile Software Development
14 3 (4.92%) Unit4 Business World
14 3 (4.92%) Windows
14 3 (4.92%) Oracle Database
14 3 (4.92%) Data Cleansing

Data Migration
Co-occurring IT Skills in Edinburgh 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 (6.56%) SAS
2 1 (1.64%) SharePoint
Applications
1 1 (1.64%) Microsoft Excel
1 1 (1.64%) Microsoft PowerPoint
1 1 (1.64%) MS Visio
Business Applications
1 4 (6.56%) SAP FI
2 3 (4.92%) Unit4 Business World
3 2 (3.28%) SAP CO
3 2 (3.28%) SAP FI/CO
4 1 (1.64%) Markit EDM
4 1 (1.64%) SAP ERP
Cloud Services
1 6 (9.84%) Amazon AWS
2 1 (1.64%) Amazon S3
2 1 (1.64%) Microsoft Azure
Communications & Networking
1 1 (1.64%) Internet
Database & Business Intelligence
1 12 (19.67%) PowerCenter
2 9 (14.75%) Data Warehouse
3 7 (11.48%) Hadoop
4 3 (4.92%) Oracle Database
5 2 (3.28%) SQL Server
6 1 (1.64%) Enterprise Data Warehouse
6 1 (1.64%) Oracle Reports
6 1 (1.64%) SQL Server 2005
6 1 (1.64%) SQL Server 2008
6 1 (1.64%) SQL Server Analysis Services
6 1 (1.64%) SQL Server Integration Services
6 1 (1.64%) SQL Server Reporting Services
Development Applications
1 1 (1.64%) ERwin
1 1 (1.64%) JIRA
1 1 (1.64%) SoapUI
1 1 (1.64%) XMLSpy
General
1 21 (34.43%) Finance
2 14 (22.95%) Banking
3 9 (14.75%) Retail Banking
Job Titles
1 22 (36.07%) Analyst
2 11 (18.03%) Business Analyst
2 11 (18.03%) Developer
2 11 (18.03%) Informatica Developer
3 10 (16.39%) Architect
4 9 (14.75%) Migration Analyst
5 8 (13.11%) Data Analyst
6 7 (11.48%) Consultant
6 7 (11.48%) Data Architect
7 6 (9.84%) Data Migration Analyst
7 6 (9.84%) Migration Architect
7 6 (9.84%) SAP Consultant
8 5 (8.20%) Project Manager
9 4 (6.56%) Data Migration Architect
9 4 (6.56%) SAP FI Consultant
9 4 (6.56%) Solutions Architect
10 3 (4.92%) AWS Architect
11 2 (3.28%) Data Business Analyst
11 2 (3.28%) Data Migration Business Analyst
11 2 (3.28%) SAP CO Consultant
Libraries, Frameworks & Software Standards
1 1 (1.64%) JSON
1 1 (1.64%) REST
1 1 (1.64%) SOAP
1 1 (1.64%) Swagger
1 1 (1.64%) Web Services
1 1 (1.64%) XML
1 1 (1.64%) YAML
Miscellaneous
1 4 (6.56%) Analytical Skills
2 2 (3.28%) Data Centre
2 2 (3.28%) EPoS
3 1 (1.64%) Clustering
3 1 (1.64%) Data Structures
Operating Systems
1 3 (4.92%) Windows
2 1 (1.64%) Unix
2 1 (1.64%) Windows 7
Processes & Methodologies
1 61 (100.00%) Migration
2 15 (24.59%) Data Analysis
3 10 (16.39%) Data Integration
4 9 (14.75%) ETL
5 6 (9.84%) Business Analysis
5 6 (9.84%) Data Modelling
5 6 (9.84%) Stakeholder Management
6 5 (8.20%) Data Mapping
7 4 (6.56%) Agile Software Development
8 3 (4.92%) Data Cleansing
8 3 (4.92%) Network Design
8 3 (4.92%) Test Scripting
9 2 (3.28%) DevOps
9 2 (3.28%) ITIL
9 2 (3.28%) Record to Report
9 2 (3.28%) Scrum
9 2 (3.28%) Stakeholder Engagement
9 2 (3.28%) TOGAF
9 2 (3.28%) User Acceptance Testing
9 2 (3.28%) Wealth Management
Programming Languages
1 5 (8.20%) SQL
2 1 (1.64%) C
Qualifications
1 2 (3.28%) Degree
2 1 (1.64%) ISEB
Quality Assurance & Compliance
1 16 (26.23%) Data Quality
2 1 (1.64%) GDPR
2 1 (1.64%) PCI DSS
2 1 (1.64%) Solvency II
Vendors
1 12 (19.67%) Informatica
2 8 (13.11%) SAP
3 6 (9.84%) Teradata
4 5 (8.20%) Cloudera
4 5 (8.20%) Oracle
5 2 (3.28%) Microsoft
5 2 (3.28%) PeopleSoft
5 2 (3.28%) Workday
6 1 (1.64%) Ab Initio
6 1 (1.64%) CA