Period
to 25 September 2018

The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 25 September 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
England > Yorkshire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 120 123 159
Rank change year-on-year +3 +36 -6
Contract jobs citing Data Migration 82 56 57
As % of all contract IT jobs advertised in Yorkshire 1.64% 1.35% 1.02%
As % of the Processes & Methodologies category 1.88% 1.59% 1.18%
Number of daily rates quoted 54 23 36
Yorkshire median daily rate £386 £423 £368
Median daily rate % change year-on-year -8.69% +15.10% -8.13%
10th Percentile £280 £325 £188
90th Percentile £575 £565 £475
England median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 0 4 4
Yorkshire median hourly rate - £16.63 £19.38
Median hourly rate % change year-on-year - -14.19% +27.05%
England median hourly rate £18.10 £17.50 £15.25
% change year-on-year +3.43% +14.75% -

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 4,365 3,531 4,850
As % of all contract IT jobs advertised in Yorkshire 87.18% 85.23% 86.73%
Number of daily rates quoted 2,933 2,322 3,239
Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £281 £263 £270
90th Percentile £550 £550 £550
England median daily rate £468 £450 £425
% change year-on-year +3.89% +5.88% +3.03%
Number of hourly rates quoted 115 95 116
Yorkshire median hourly rate £17.41 £14.20 £14.81
Median hourly rate % change year-on-year +22.61% -4.10% +6.72%
10th Percentile £10.75 £8.89 £10.50
90th Percentile £41.50 £32.65 £43.13
England median hourly rate £21.00 £23.25 £22.85
% change year-on-year -9.68% +1.77% +4.05%

Data Migration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Migration in Yorkshire

Data Migration
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Migration in Yorkshire

Data Migration
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Migration in Yorkshire over the 6 months to 25 September 2018.

Contractor daily rate histogram for Data Migration in Yorkshire

Data Migration
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Migration in Yorkshire

Data Migration
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 25 September 2018. 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
West Yorkshire +9 60 £375 -6.25% 6
South Yorkshire -2 17 £385 -30.00%
North Yorkshire -2 3 £344 - 1
East Yorkshire -1 1 £425 +4.62%
Data Migration
England

For the 6 months to 25 September 2018, IT contractor jobs citing Data Migration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Yorkshire region with a requirement for Data Migration.

1 82 (100.00%) Migration
2 27 (32.93%) SQL
3 26 (31.71%) Stakeholder Management
4 25 (30.49%) Finance
5 20 (24.39%) ETL
6 18 (21.95%) Data Quality
7 16 (19.51%) SQL Server
8 14 (17.07%) Microsoft
9 13 (15.85%) Data Warehouse
9 13 (15.85%) SQL Server Integration Services
9 13 (15.85%) Business Analysis
10 12 (14.63%) Data Modelling
10 12 (14.63%) T-SQL
10 12 (14.63%) Project Management
11 11 (13.41%) Business Intelligence
12 10 (12.20%) ERP
12 10 (12.20%) Agile Software Development
12 10 (12.20%) SQL Server Reporting Services
12 10 (12.20%) Data Mapping
13 9 (10.98%) Microsoft Excel
13 9 (10.98%) SAP
14 8 (9.76%) Microsoft PowerPoint
15 7 (8.54%) Logistics
15 7 (8.54%) Data Analysis
15 7 (8.54%) CRM
15 7 (8.54%) MS Visio
15 7 (8.54%) Quality Management
15 7 (8.54%) ETL Development
15 7 (8.54%) Dynamics 365
16 6 (7.32%) Decision-Making

Data Migration
Co-occurring IT Skills in Yorkshire 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 (4.88%) SAS
2 3 (3.66%) MS Exchange
3 2 (2.44%) Exchange Server 2003
3 2 (2.44%) Exchange Server 2007
3 2 (2.44%) IBM Domino
3 2 (2.44%) IBM Notes
3 2 (2.44%) SharePoint
4 1 (1.22%) Exchange Server 2010
Applications
1 9 (10.98%) Microsoft Excel
2 8 (9.76%) Microsoft PowerPoint
3 7 (8.54%) MS Visio
4 1 (1.22%) Microsoft Office
Business Applications
1 4 (4.88%) Dynamics CRM
2 3 (3.66%) Dynamics AX
3 2 (2.44%) SAP S/4HANA
4 1 (1.22%) NetSuite
4 1 (1.22%) SAP HR
Cloud Services
1 7 (8.54%) Dynamics 365
2 5 (6.10%) Amazon AWS
3 3 (3.66%) SaaS
4 2 (2.44%) Microsoft Azure
5 1 (1.22%) Office 365
5 1 (1.22%) SuccessFactors
Communications & Networking
1 1 (1.22%) SMS
Database & Business Intelligence
1 16 (19.51%) SQL Server
2 13 (15.85%) Data Warehouse
2 13 (15.85%) SQL Server Integration Services
3 10 (12.20%) SQL Server Reporting Services
4 6 (7.32%) Relational Database
4 6 (7.32%) SQL Server Analysis Services
5 5 (6.10%) Data Mart
5 5 (6.10%) RDBMS
6 4 (4.88%) MySQL
6 4 (4.88%) SQL Server 2012
6 4 (4.88%) SQL Server 2014
6 4 (4.88%) SSDT
7 2 (2.44%) Power BI
7 2 (2.44%) SAP HANA
7 2 (2.44%) SQL Server 2016
8 1 (1.22%) Informix
8 1 (1.22%) NoSQL
8 1 (1.22%) QlikView
8 1 (1.22%) SAS Data Integration Studio
8 1 (1.22%) SQL Server 2008
Development Applications
1 4 (4.88%) Jenkins
1 4 (4.88%) JIRA
2 3 (3.66%) Visual Studio
3 1 (1.22%) MorphX
3 1 (1.22%) MSTest
General
1 25 (30.49%) Finance
2 4 (4.88%) Banking
3 2 (2.44%) Billing
3 2 (2.44%) Publishing
4 1 (1.22%) Law
4 1 (1.22%) Retail
4 1 (1.22%) Retail Banking
Job Titles
1 20 (24.39%) Analyst
2 18 (21.95%) Developer
3 13 (15.85%) Data Analyst
4 10 (12.20%) Architect
4 10 (12.20%) Business Analyst
4 10 (12.20%) Project Manager
5 9 (10.98%) ETL Developer
5 9 (10.98%) SQL Developer
6 7 (8.54%) Data Migration Analyst
6 7 (8.54%) Migration Analyst
6 7 (8.54%) Solutions Architect
7 5 (6.10%) Data Migration Manager
7 5 (6.10%) IT Manager
7 5 (6.10%) IT Project Manager
7 5 (6.10%) Migration Manager
8 4 (4.88%) Consultant
8 4 (4.88%) DBA
8 4 (4.88%) SQL DBA
8 4 (4.88%) SQL Server DBA
8 4 (4.88%) Test Leader
Libraries, Frameworks & Software Standards
1 5 (6.10%) Web Services
2 4 (4.88%) REST
2 4 (4.88%) SOAP
2 4 (4.88%) Spring
2 4 (4.88%) Spring Boot
3 3 (3.66%) ODBC
3 3 (3.66%) RESTful
4 1 (1.22%) .NET
4 1 (1.22%) Middleware
4 1 (1.22%) React
4 1 (1.22%) XML
Miscellaneous
1 5 (6.10%) Management Information System
2 4 (4.88%) Mainframe
2 4 (4.88%) Mobile App
3 1 (1.22%) Analytical Skills
3 1 (1.22%) Data Centre
3 1 (1.22%) Data Structures
3 1 (1.22%) DataPower
3 1 (1.22%) FMCG
3 1 (1.22%) Greenfield Project
3 1 (1.22%) Learning Management System
3 1 (1.22%) Self-Motivation
3 1 (1.22%) Virtual Team
Operating Systems
1 4 (4.88%) Unix
2 2 (2.44%) Windows
3 1 (1.22%) Linux
Processes & Methodologies
1 82 (100.00%) Migration
2 26 (31.71%) Stakeholder Management
3 20 (24.39%) ETL
4 13 (15.85%) Business Analysis
5 12 (14.63%) Data Modelling
5 12 (14.63%) Project Management
6 11 (13.41%) Business Intelligence
7 10 (12.20%) Agile Software Development
7 10 (12.20%) Data Mapping
7 10 (12.20%) ERP
8 7 (8.54%) CRM
8 7 (8.54%) Data Analysis
8 7 (8.54%) ETL Development
8 7 (8.54%) Logistics
8 7 (8.54%) Quality Management
9 6 (7.32%) Data Extraction
9 6 (7.32%) Decision-Making
9 6 (7.32%) Performance Tuning
9 6 (7.32%) TOGAF
10 5 (6.10%) Data Cleansing
Programming Languages
1 27 (32.93%) SQL
2 12 (14.63%) T-SQL
3 5 (6.10%) Java
4 4 (4.88%) Java 8
5 3 (3.66%) C#
6 2 (2.44%) VBA
7 1 (1.22%) JavaScript
7 1 (1.22%) PHP
7 1 (1.22%) PowerShell
7 1 (1.22%) X++
Qualifications
1 4 (4.88%) SC Cleared
1 4 (4.88%) Security Cleared
2 3 (3.66%) Degree
2 3 (3.66%) Sun Certification
2 3 (3.66%) TOGAF Certification
3 1 (1.22%) PMI Certification
3 1 (1.22%) PMP
Quality Assurance & Compliance
1 18 (21.95%) Data Quality
2 1 (1.22%) PMO
2 1 (1.22%) QA
System Software
1 4 (4.88%) Docker
2 3 (3.66%) Active Directory
Systems Management
1 4 (4.88%) Ansible
1 4 (4.88%) Kubernetes
1 4 (4.88%) Puppet
2 1 (1.22%) Oracle Identity Manager
Vendors
1 14 (17.07%) Microsoft
2 9 (10.98%) SAP
3 5 (6.10%) Oracle
4 2 (2.44%) Lotus
5 1 (1.22%) DataFlux
5 1 (1.22%) HP
5 1 (1.22%) IBM
5 1 (1.22%) JD Edwards
5 1 (1.22%) Netezza