Period
to 19 February 2019

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 19 February 2019 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
19 Feb 2019
Same period 2018 Same period 2017
Rank 92 118 139
Rank change year-on-year +26 +21 -26
Contract jobs citing Data Migration 115 73 55
As % of all contract IT jobs advertised in Yorkshire 2.36% 1.59% 1.19%
As % of the Processes & Methodologies category 2.72% 1.87% 1.41%
Number of daily rates quoted 86 47 37
Yorkshire median daily rate £375 £400 £400
Median daily rate % change year-on-year -6.25% - -
10th Percentile £302 £263 £300
90th Percentile £474 £530 £698
England median daily rate £450 £450 £450
Number of hourly rates quoted 0 3 8
Yorkshire median hourly rate - £15.86 £15.25
Median hourly rate % change year-on-year - +4.00% -
England median hourly rate £16.95 £18.70 £15.25
% change year-on-year -9.36% +22.62% -

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 4,230 3,901 3,907
As % of all contract IT jobs advertised in Yorkshire 86.64% 84.99% 84.75%
Number of daily rates quoted 2,868 2,564 2,511
Yorkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +1.91%
10th Percentile £275 £263 £259
90th Percentile £575 £538 £550
England median daily rate £475 £450 £435
% change year-on-year +5.56% +3.45% +2.35%
Number of hourly rates quoted 109 115 118
Yorkshire median hourly rate £16.93 £17.50 £14.93
Median hourly rate % change year-on-year -3.29% +17.19% -0.45%
10th Percentile £10.75 £10.50 £10.69
90th Percentile £41.50 £41.30 £31.80
England median hourly rate £24.00 £24.00 £24.50
% change year-on-year - -2.04% +6.52%

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 19 February 2019.

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 19 February 2019. 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 +41 92 £381 -4.69% 7
South Yorkshire -12 15 £325 -7.14% 9
North Yorkshire +4 8 £375 -0.66%
Data Migration
England

For the 6 months to 19 February 2019, 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.

1 115 (100.00%) Migration
2 55 (47.83%) SQL
3 38 (33.04%) Data Warehouse
3 38 (33.04%) ETL
4 33 (28.70%) SQL Server Integration Services
5 31 (26.96%) SQL Server Reporting Services
6 29 (25.22%) SQL Server
7 25 (21.74%) Finance
7 25 (21.74%) Data Analysis
8 24 (20.87%) Power BI
9 21 (18.26%) Microsoft
10 20 (17.39%) Data Quality
11 18 (15.65%) Business Intelligence
12 16 (13.91%) Stakeholder Management
12 16 (13.91%) Data Architecture
13 14 (12.17%) SharePoint
14 13 (11.30%) SAP
14 13 (11.30%) Data Cleansing
14 13 (11.30%) Analytics
14 13 (11.30%) ETL Development
15 12 (10.43%) Problem-Solving
15 12 (10.43%) T-SQL
16 11 (9.57%) Data Modelling
17 10 (8.70%) MS Access
17 10 (8.70%) SQL Server 2014
17 10 (8.70%) Security Cleared
18 9 (7.83%) Data Protection
18 9 (7.83%) GDPR
18 9 (7.83%) ERP
18 9 (7.83%) Agile Software Development

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 14 (12.17%) SharePoint
2 6 (5.22%) MS Exchange
3 2 (1.74%) CMS
3 2 (1.74%) IBM Domino
3 2 (1.74%) IBM Notes
3 2 (1.74%) SAS
Applications
1 2 (1.74%) Microsoft Excel
2 1 (0.87%) Microsoft PowerPoint
2 1 (0.87%) Microsoft Project
2 1 (0.87%) MS Visio
Business Applications
1 8 (6.96%) Dynamics AX
2 5 (4.35%) Oracle Procure-to-Pay
3 3 (2.61%) Dynamics CRM
4 2 (1.74%) SAP S/4HANA
5 1 (0.87%) Dynamics NAV
5 1 (0.87%) iTrent
5 1 (0.87%) ResourceLink
5 1 (0.87%) Workday HCM
Cloud Services
1 8 (6.96%) Dynamics 365
2 6 (5.22%) Microsoft Azure
3 1 (0.87%) Amazon AWS
3 1 (0.87%) SaaS
3 1 (0.87%) Salesforce Sales Cloud
3 1 (0.87%) Salesforce Service Cloud
Communications & Networking
1 1 (0.87%) Firewall
Database & Business Intelligence
1 38 (33.04%) Data Warehouse
2 33 (28.70%) SQL Server Integration Services
3 31 (26.96%) SQL Server Reporting Services
4 29 (25.22%) SQL Server
5 24 (20.87%) Power BI
6 10 (8.70%) MS Access
6 10 (8.70%) SQL Server 2014
7 7 (6.09%) SQL Server Analysis Services
8 4 (3.48%) Azure SQL Data Warehouse
8 4 (3.48%) Azure SQL Database
8 4 (3.48%) Data Lake
8 4 (3.48%) Electronic Patient Records
9 3 (2.61%) SQL Server 2016
10 2 (1.74%) Relational Database
10 2 (1.74%) SAP HANA
10 2 (1.74%) SAS Data Integration Studio
10 2 (1.74%) Snowflake Schema
10 2 (1.74%) SQL Server 2008
11 1 (0.87%) Data Mart
11 1 (0.87%) RDBMS
Development Applications
1 6 (5.22%) Team Foundation Server
2 4 (3.48%) SoapUI
2 4 (3.48%) Visual Studio
3 1 (0.87%) Jenkins
3 1 (0.87%) MSTest
3 1 (0.87%) Selenium
3 1 (0.87%) WebDriver
General
1 25 (21.74%) Finance
2 3 (2.61%) Games
3 1 (0.87%) Retail Banking
Job Titles
1 41 (35.65%) Analyst
2 32 (27.83%) Developer
3 21 (18.26%) Data Analyst
4 20 (17.39%) SQL Developer
5 8 (6.96%) Test Analyst
6 7 (6.09%) Business Analyst
6 7 (6.09%) Consultant
6 7 (6.09%) SQL Analyst
6 7 (6.09%) SQL Data Analyst
7 6 (5.22%) Project Manager
8 5 (4.35%) Data Warehouse Analyst
8 5 (4.35%) Data Warehouse Developer
8 5 (4.35%) Data Warehouse Test Analyst
8 5 (4.35%) ETL Analyst
8 5 (4.35%) Integration Analyst
8 5 (4.35%) Test Data Analyst
9 4 (3.48%) Azure Developer
9 4 (3.48%) Business Intelligence Developer
9 4 (3.48%) Project Analyst
9 4 (3.48%) Project Support Analyst
Libraries, Frameworks & Software Standards
1 3 (2.61%) SOAP
2 2 (1.74%) Web Services
3 1 (0.87%) .NET
3 1 (0.87%) JSON
3 1 (0.87%) REST
3 1 (0.87%) Velocity
3 1 (0.87%) Visualforce
3 1 (0.87%) XML
Miscellaneous
1 8 (6.96%) Freedom of Information
2 5 (4.35%) Analytical Skills
2 5 (4.35%) NHS
3 4 (3.48%) Data Structures
3 4 (3.48%) e-Health
3 4 (3.48%) Greenfield Project
3 4 (3.48%) LIMS
3 4 (3.48%) PACS
4 3 (2.61%) Self-Motivation
5 1 (0.87%) Data Centre
Operating Systems
1 3 (2.61%) Windows
2 2 (1.74%) Windows 7
Processes & Methodologies
1 115 (100.00%) Migration
2 38 (33.04%) ETL
3 25 (21.74%) Data Analysis
4 18 (15.65%) Business Intelligence
5 16 (13.91%) Data Architecture
5 16 (13.91%) Stakeholder Management
6 13 (11.30%) Analytics
6 13 (11.30%) Data Cleansing
6 13 (11.30%) ETL Development
7 12 (10.43%) Problem-Solving
8 11 (9.57%) Data Modelling
9 9 (7.83%) Agile Software Development
9 9 (7.83%) Data Protection
9 9 (7.83%) ERP
10 8 (6.96%) Data Mapping
10 8 (6.96%) Information Governance
10 8 (6.96%) Quality Management
10 8 (6.96%) User Acceptance Testing
11 7 (6.09%) Data Ingestion
11 7 (6.09%) Validation
Programming Languages
1 55 (47.83%) SQL
2 12 (10.43%) T-SQL
3 5 (4.35%) C#
4 3 (2.61%) JavaScript
4 3 (2.61%) PL/SQL
4 3 (2.61%) VBA
5 1 (0.87%) Apex Code
5 1 (0.87%) SOQL
5 1 (0.87%) SOSL
5 1 (0.87%) VB
Qualifications
1 10 (8.70%) Security Cleared
2 4 (3.48%) PMP
3 2 (1.74%) BPSS Clearance
4 1 (0.87%) Degree
4 1 (0.87%) MCSA
4 1 (0.87%) MCSE
4 1 (0.87%) Microsoft Certification
4 1 (0.87%) PMI Certification
4 1 (0.87%) PRINCE2 Certification
Quality Assurance & Compliance
1 20 (17.39%) Data Quality
2 9 (7.83%) GDPR
3 5 (4.35%) QA
4 4 (3.48%) HL7
System Software
1 3 (2.61%) Active Directory
Systems Management
1 2 (1.74%) SCCM
Vendors
1 21 (18.26%) Microsoft
2 13 (11.30%) SAP
3 7 (6.09%) Tableau
4 6 (5.22%) Oracle
5 4 (3.48%) NetApp
6 2 (1.74%) Lotus
6 2 (1.74%) Workday
7 1 (0.87%) Capita
7 1 (0.87%) Civica
7 1 (0.87%) DataFlux
7 1 (0.87%) HP
7 1 (0.87%) MuleSoft
7 1 (0.87%) Netezza
7 1 (0.87%) Northgate
7 1 (0.87%) Salesforce.com
7 1 (0.87%) ServiceNow