Period
to 25 April 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 April 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 Apr 2018
Same period 2017 Same period 2016
Rank 130 122 119
Rank change year-on-year -8 -3 +11
Contract jobs citing Data Migration 72 64 94
As % of all contract IT jobs advertised in Yorkshire 1.48% 1.49% 1.63%
As % of the Processes & Methodologies category 1.73% 1.77% 1.94%
Number of daily rates quoted 52 43 60
Yorkshire median daily rate £394 £450 £406
Median daily rate % change year-on-year -12.50% +10.77% +1.56%
10th Percentile £263 £301 £302
90th Percentile £549 £723 £571
England median daily rate £450 £450 £425
% change year-on-year - +5.88% +0.59%
Number of hourly rates quoted 1 7 7
Yorkshire median hourly rate £15.86 £15.25 £15.25
Median hourly rate % change year-on-year +4.00% - +8.93%
10th Percentile £15.04 £13.00 £13.68
90th Percentile £16.68 £18.00 £21.00
England median hourly rate £19.35 £17.50 £15.25
% change year-on-year +10.57% +14.75% -12.86%

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 4,172 3,618 4,836
As % of all contract IT jobs advertised in Yorkshire 86.04% 84.38% 83.74%
Number of daily rates quoted 2,726 2,349 3,247
Yorkshire median daily rate £400 £400 £400
10th Percentile £268 £263 £270
90th Percentile £538 £557 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.29%
Number of hourly rates quoted 136 87 142
Yorkshire median hourly rate £20.56 £13.50 £15.38
Median hourly rate % change year-on-year +52.26% -12.22% -6.79%
10th Percentile £10.50 £8.85 £10.20
90th Percentile £43.38 £35.94 £38.75
England median hourly rate £22.50 £25.50 £23.50
% change year-on-year -11.76% +8.51% +12.28%

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 April 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 April 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 +7 49 £400 -21.18% 3
South Yorkshire -7 19 £363 - 2
North Yorkshire -2 2 £305 -53.08%
East Yorkshire -7 2 - - 1
Data Migration
England

For the 6 months to 25 April 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 72 (100.00%) Migration
2 19 (26.39%) Finance
3 14 (19.44%) ETL
4 13 (18.06%) SQL
4 13 (18.06%) Data Warehouse
5 12 (16.67%) SQL Server
6 10 (13.89%) Stakeholder Management
7 9 (12.50%) Business Intelligence
7 9 (12.50%) Relational Database
8 8 (11.11%) Data Transformation
8 8 (11.11%) SQL Server Integration Services
8 8 (11.11%) Project Management
8 8 (11.11%) SAP
8 8 (11.11%) Agile Software Development
9 7 (9.72%) Data Analysis
9 7 (9.72%) Python
9 7 (9.72%) NoSQL
9 7 (9.72%) Data Quality
10 6 (8.33%) MongoDB
10 6 (8.33%) Data Modelling
10 6 (8.33%) Windows
10 6 (8.33%) Oracle
10 6 (8.33%) Web Services
10 6 (8.33%) SQL Server Reporting Services
11 5 (6.94%) Banking
11 5 (6.94%) T-SQL
11 5 (6.94%) CRM
11 5 (6.94%) Amazon AWS
11 5 (6.94%) Data Mapping
11 5 (6.94%) SQL Server 2008

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 3 (4.17%) SAS
1 3 (4.17%) SharePoint
2 2 (2.78%) Exchange Server 2003
2 2 (2.78%) Exchange Server 2007
2 2 (2.78%) IBM Notes
2 2 (2.78%) MS Exchange
3 1 (1.39%) IBM Domino
3 1 (1.39%) NetWeaver
Applications
1 3 (4.17%) Microsoft Excel
2 2 (2.78%) Microsoft PowerPoint
2 2 (2.78%) MS Visio
Business Applications
1 3 (4.17%) Dynamics CRM
1 3 (4.17%) SAP S/4HANA
2 2 (2.78%) SAP HR
2 2 (2.78%) SAP Payroll
3 1 (1.39%) Dynamics AX
3 1 (1.39%) Oracle EBS
3 1 (1.39%) Oracle EBS R12
3 1 (1.39%) Oracle Financials
3 1 (1.39%) Oracle Manufacturing
3 1 (1.39%) SAP MDM
3 1 (1.39%) SAP MM
3 1 (1.39%) SAP R/3
Cloud Services
1 5 (6.94%) Amazon AWS
1 5 (6.94%) SuccessFactors
2 4 (5.56%) Dynamics 365
3 3 (4.17%) Office 365
4 2 (2.78%) Microsoft Azure
5 1 (1.39%) Azure Data Factory
5 1 (1.39%) Data Lake Analytics
Communications & Networking
1 1 (1.39%) SMS
Database & Business Intelligence
1 13 (18.06%) Data Warehouse
2 12 (16.67%) SQL Server
3 9 (12.50%) Relational Database
4 8 (11.11%) SQL Server Integration Services
5 7 (9.72%) NoSQL
6 6 (8.33%) MongoDB
6 6 (8.33%) SQL Server Reporting Services
7 5 (6.94%) SQL Server 2008
8 2 (2.78%) MySQL
8 2 (2.78%) Power BI
8 2 (2.78%) SQL Server 2016
8 2 (2.78%) SQL Server Analysis Services
9 1 (1.39%) BusinessObjects
9 1 (1.39%) Informix
9 1 (1.39%) Oracle BI Publisher
9 1 (1.39%) Oracle OWB
9 1 (1.39%) PostgreSQL
9 1 (1.39%) SAP BW
9 1 (1.39%) SQL Server 2012
9 1 (1.39%) SQL Server 2014
Development Applications
1 2 (2.78%) Jenkins
1 2 (2.78%) LSMW
2 1 (1.39%) Git (software)
2 1 (1.39%) JIRA
2 1 (1.39%) Selenium
2 1 (1.39%) SQL Server Management Studio (SSMS)
2 1 (1.39%) WebDriver
General
1 19 (26.39%) Finance
2 5 (6.94%) Banking
3 2 (2.78%) Marketing
4 1 (1.39%) Automotive
4 1 (1.39%) Billing
4 1 (1.39%) Financial Institution
4 1 (1.39%) Manufacturing
4 1 (1.39%) Retail Banking
Job Titles
1 13 (18.06%) Developer
2 11 (15.28%) Analyst
3 9 (12.50%) Project Manager
4 7 (9.72%) Business Analyst
5 6 (8.33%) Consultant
5 6 (8.33%) Data Analyst
5 6 (8.33%) DBA
5 6 (8.33%) SQL Developer
6 5 (6.94%) Data Engineer
6 5 (6.94%) Data Migration Analyst
6 5 (6.94%) ETL Developer
6 5 (6.94%) Migration Analyst
7 4 (5.56%) Data Consultant
7 4 (5.56%) Migration Consultant
7 4 (5.56%) Project Analyst
7 4 (5.56%) SQL DBA
8 3 (4.17%) Architect
8 3 (4.17%) Contracts Manager
8 3 (4.17%) Data Manager
8 3 (4.17%) SAP Consultant
Libraries, Frameworks & Software Standards
1 6 (8.33%) Web Services
2 4 (5.56%) Node.js
3 3 (4.17%) ODBC
3 3 (4.17%) RESTful
4 2 (2.78%) REST
4 2 (2.78%) SOAP
4 2 (2.78%) Spring
4 2 (2.78%) Spring Boot
4 2 (2.78%) XML
5 1 (1.39%) CSS
5 1 (1.39%) HTML
5 1 (1.39%) JSON
5 1 (1.39%) Middleware
5 1 (1.39%) SAP Basis
Miscellaneous
1 4 (5.56%) Management Information System
2 2 (2.78%) Analytical Skills
2 2 (2.78%) Mobile App
3 1 (1.39%) Data Centre
3 1 (1.39%) DataPower
3 1 (1.39%) Greenfield Project
3 1 (1.39%) NHS
3 1 (1.39%) Virtual Team
Operating Systems
1 6 (8.33%) Windows
2 4 (5.56%) Unix
3 3 (4.17%) Windows 7
4 2 (2.78%) Windows 10
5 1 (1.39%) Linux
5 1 (1.39%) Windows 8
5 1 (1.39%) Windows Server 2012
Processes & Methodologies
1 72 (100.00%) Migration
2 14 (19.44%) ETL
3 10 (13.89%) Stakeholder Management
4 9 (12.50%) Business Intelligence
5 8 (11.11%) Agile Software Development
5 8 (11.11%) Data Transformation
5 8 (11.11%) Project Management
6 7 (9.72%) Data Analysis
7 6 (8.33%) Data Modelling
8 5 (6.94%) CRM
8 5 (6.94%) Data Mapping
9 4 (5.56%) Business Analysis
9 4 (5.56%) Data Extraction
9 4 (5.56%) Data Management
9 4 (5.56%) PRINCE2
10 3 (4.17%) ERP
10 3 (4.17%) Logistics
10 3 (4.17%) Quality Management
10 3 (4.17%) Service Delivery
10 3 (4.17%) Validation
Programming Languages
1 13 (18.06%) SQL
2 7 (9.72%) Python
3 5 (6.94%) T-SQL
4 4 (5.56%) Java
5 2 (2.78%) ABAP
5 2 (2.78%) Java 8
6 1 (1.39%) C#
6 1 (1.39%) JavaScript
6 1 (1.39%) PL/SQL
Qualifications
1 1 (1.39%) Degree
1 1 (1.39%) Microsoft Certification
1 1 (1.39%) PRINCE2 Certification
1 1 (1.39%) PRINCE2 Practitioner
1 1 (1.39%) Security Cleared
1 1 (1.39%) Sun Certification
1 1 (1.39%) TOGAF Certification
Quality Assurance & Compliance
1 7 (9.72%) Data Quality
2 3 (4.17%) GDPR
3 1 (1.39%) P3O
3 1 (1.39%) PMO
3 1 (1.39%) QA
System Software
1 4 (5.56%) Active Directory
2 2 (2.78%) Docker
Systems Management
1 2 (2.78%) Ansible
1 2 (2.78%) Kubernetes
1 2 (2.78%) Puppet
Vendors
1 8 (11.11%) SAP
2 6 (8.33%) Oracle
3 4 (5.56%) Microsoft
4 2 (2.78%) Avature
4 2 (2.78%) IBM
4 2 (2.78%) Lotus
4 2 (2.78%) Talend
5 1 (1.39%) Adobe
5 1 (1.39%) Apple
5 1 (1.39%) Dell
5 1 (1.39%) HP