Period
to 22 January 2018

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 22 January 2018 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
22 Jan 2018
Same period 2017 Same period 2016
Rank 73 69 62
Rank change year-on-year -4 -7 -2
Contract jobs citing Data Migration 70 35 72
As % of all contract IT jobs advertised in Edinburgh 2.42% 1.99% 2.40%
As % of the Processes & Methodologies category 2.80% 2.39% 2.87%
Number of daily rates quoted 49 20 54
Edinburgh median daily rate £400 £381 £400
Median daily rate % change year-on-year +4.92% -4.69% -3.03%
10th Percentile £350 £299 £275
90th Percentile £615 £453 £500
Scotland median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +3.23%
Number of hourly rates quoted 0 0 2
Edinburgh median hourly rate - - £15.25
Scotland median hourly rate £20.21 - £15.25

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 2,503 1,466 2,505
As % of all contract IT jobs advertised in Edinburgh 86.67% 83.44% 83.39%
Number of daily rates quoted 1,464 903 1,307
Edinburgh median daily rate £400 £400 £400
10th Percentile £275 £268 £263
90th Percentile £575 £538 £538
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 19 23 20
Edinburgh median hourly rate £21.00 £20.00 £19.51
Median hourly rate % change year-on-year +5.00% +2.51% +22.82%
10th Percentile £12.65 £14.25 £12.32
90th Percentile £65.50 £47.70 £42.25
Scotland median hourly rate £21.75 £22.75 £23.35
% change year-on-year -4.40% -2.57% +12.53%

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 22 January 2018.

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 22 January 2018, 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 70 (100.00%) Migration
2 34 (48.57%) Finance
3 23 (32.86%) Banking
4 19 (27.14%) Data Quality
5 18 (25.71%) Data Analysis
6 14 (20.00%) Informatica
6 14 (20.00%) PowerCenter
7 13 (18.57%) Oracle
8 12 (17.14%) SQL
8 12 (17.14%) Stakeholder Management
9 11 (15.71%) ETL
9 11 (15.71%) Retail Banking
10 9 (12.86%) Business Analysis
11 8 (11.43%) Data Integration
11 8 (11.43%) Hadoop
11 8 (11.43%) Data Modelling
11 8 (11.43%) SAP
11 8 (11.43%) Data Warehouse
11 8 (11.43%) Teradata
12 7 (10.00%) Oracle Database
13 6 (8.57%) Data Mapping
13 6 (8.57%) ERwin
13 6 (8.57%) CA
13 6 (8.57%) ETL Development
14 5 (7.14%) SQL Server
14 5 (7.14%) Agile Software Development
15 4 (5.71%) Unix
15 4 (5.71%) SAP FI
16 3 (4.29%) Data Lake
16 3 (4.29%) Parquet

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 2 (2.86%) PowerExchange
1 2 (2.86%) SAS
2 1 (1.43%) SharePoint
Applications
1 1 (1.43%) Microsoft Excel
1 1 (1.43%) Microsoft PowerPoint
1 1 (1.43%) Microsoft Project
Business Applications
1 4 (5.71%) SAP FI
2 3 (4.29%) Unit4 Business World
3 2 (2.86%) SAP CO
3 2 (2.86%) SAP FI/CO
4 1 (1.43%) Markit EDM
4 1 (1.43%) SAP ERP
Cloud Services
1 3 (4.29%) Amazon AWS
2 1 (1.43%) Amazon S3
2 1 (1.43%) Microsoft Azure
Database & Business Intelligence
1 14 (20.00%) PowerCenter
2 8 (11.43%) Data Warehouse
2 8 (11.43%) Hadoop
3 7 (10.00%) Oracle Database
4 5 (7.14%) SQL Server
5 3 (4.29%) Data Lake
5 3 (4.29%) Informix
5 3 (4.29%) MongoDB
5 3 (4.29%) Parquet
5 3 (4.29%) PostgreSQL
6 1 (1.43%) Enterprise Data Warehouse
6 1 (1.43%) Spatial Data
6 1 (1.43%) SQL Server 2005
6 1 (1.43%) SQL Server 2008
6 1 (1.43%) SQL Server Analysis Services
6 1 (1.43%) SQL Server Integration Services
6 1 (1.43%) SQL Server Reporting Services
Development Applications
1 6 (8.57%) ERwin
2 2 (2.86%) JIRA
3 1 (1.43%) SoapUI
3 1 (1.43%) XMLSpy
General
1 34 (48.57%) Finance
2 23 (32.86%) Banking
3 11 (15.71%) Retail Banking
Job Titles
1 27 (38.57%) Analyst
2 17 (24.29%) Business Analyst
3 15 (21.43%) Developer
4 14 (20.00%) Informatica Developer
5 8 (11.43%) Consultant
5 8 (11.43%) Data Analyst
5 8 (11.43%) Migration Analyst
6 7 (10.00%) Architect
7 6 (8.57%) Data Migration Analyst
7 6 (8.57%) Project Manager
7 6 (8.57%) SAP Consultant
8 4 (5.71%) Data Architect
8 4 (5.71%) Migration Architect
8 4 (5.71%) SAP FI Consultant
9 3 (4.29%) Data Migration Architect
9 3 (4.29%) DBA
9 3 (4.29%) Migration Manager
9 3 (4.29%) Senior Analyst
9 3 (4.29%) Senior Business Analyst
9 3 (4.29%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (1.43%) .NET
1 1 (1.43%) JSON
1 1 (1.43%) Oracle Fusion
1 1 (1.43%) PostGIS
1 1 (1.43%) REST
1 1 (1.43%) SOAP
1 1 (1.43%) Swagger
1 1 (1.43%) Web Services
1 1 (1.43%) XML
1 1 (1.43%) YAML
Miscellaneous
1 3 (4.29%) Analytical Skills
1 3 (4.29%) Mainframe
2 2 (2.86%) Data Centre
2 2 (2.86%) EPoS
3 1 (1.43%) Clustering
3 1 (1.43%) Data Structures
Operating Systems
1 4 (5.71%) Unix
2 2 (2.86%) Windows
3 1 (1.43%) Linux
3 1 (1.43%) Windows Server
Processes & Methodologies
1 70 (100.00%) Migration
2 18 (25.71%) Data Analysis
3 12 (17.14%) Stakeholder Management
4 11 (15.71%) ETL
5 9 (12.86%) Business Analysis
6 8 (11.43%) Data Integration
6 8 (11.43%) Data Modelling
7 6 (8.57%) Data Mapping
7 6 (8.57%) ETL Development
8 5 (7.14%) Agile Software Development
9 3 (4.29%) Database Security
9 3 (4.29%) Database Tuning
9 3 (4.29%) Incident Management
10 2 (2.86%) Data Cleansing
10 2 (2.86%) Defect Management
10 2 (2.86%) DevOps
10 2 (2.86%) Network Design
10 2 (2.86%) Record to Report
10 2 (2.86%) Test Scripting
10 2 (2.86%) Validation
Programming Languages
1 12 (17.14%) SQL
2 1 (1.43%) JavaScript
2 1 (1.43%) PL/SQL
Qualifications
1 1 (1.43%) Degree
Quality Assurance & Compliance
1 19 (27.14%) Data Quality
2 2 (2.86%) GDPR
2 2 (2.86%) PCI DSS
3 1 (1.43%) Solvency II
Vendors
1 14 (20.00%) Informatica
2 13 (18.57%) Oracle
3 8 (11.43%) SAP
3 8 (11.43%) Teradata
4 6 (8.57%) CA
5 2 (2.86%) Cloudera
5 2 (2.86%) Microsoft
5 2 (2.86%) PeopleSoft
5 2 (2.86%) Workday
6 1 (1.43%) ServiceNow