Period
to 22 July 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 22 July 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
22 Jul 2018
Same period 2017 Same period 2016
Rank 129 129 152
Rank change year-on-year 0 +23 +6
Contract jobs citing Data Migration 80 59 65
As % of all contract IT jobs advertised in Yorkshire 1.61% 1.39% 1.12%
As % of the Processes & Methodologies category 1.85% 1.64% 1.31%
Number of daily rates quoted 57 35 43
Yorkshire median daily rate £400 £450 £378
Median daily rate % change year-on-year -11.11% +19.21% -5.63%
10th Percentile £277 £315 £188
90th Percentile £543 £715 £475
England median daily rate £450 £450 £425
% change year-on-year - +5.88% +3.03%
Number of hourly rates quoted 0 3 3
Yorkshire median hourly rate - £18.00 £15.25
Median hourly rate % change year-on-year - +18.03% -
England median hourly rate £35.00 £17.50 £15.25
% change year-on-year +100.00% +14.75% -3.48%

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 4,327 3,590 4,961
As % of all contract IT jobs advertised in Yorkshire 87.06% 84.69% 85.70%
Number of daily rates quoted 2,899 2,338 3,362
Yorkshire median daily rate £403 £400 £400
Median daily rate % change year-on-year +0.63% - +14.29%
10th Percentile £277 £264 £275
90th Percentile £538 £550 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 127 91 106
Yorkshire median hourly rate £18.99 £13.50 £14.50
Median hourly rate % change year-on-year +40.63% -6.90% -6.12%
10th Percentile £11.17 £8.88 £10.20
90th Percentile £42.43 £35.00 £41.88
England median hourly rate £22.50 £24.49 £23.75
% change year-on-year -8.11% +3.09% +12.71%

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 22 July 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 22 July 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 +18 57 £388 -19.06% 10
South Yorkshire -4 18 £400 -10.86% 3
East Yorkshire +2 2 £425 +6.25%
North Yorkshire -2 2 £305 -55.64% 1
Data Migration
England

For the 6 months to 22 July 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 80 (100.00%) Migration
2 26 (32.50%) Finance
3 24 (30.00%) Stakeholder Management
4 20 (25.00%) SQL
4 20 (25.00%) ETL
5 13 (16.25%) Business Analysis
5 13 (16.25%) Data Quality
6 11 (13.75%) Data Modelling
6 11 (13.75%) Project Management
6 11 (13.75%) SQL Server
6 11 (13.75%) Data Warehouse
7 10 (12.50%) Agile Software Development
8 9 (11.25%) SQL Server Integration Services
8 9 (11.25%) Business Intelligence
8 9 (11.25%) ERP
8 9 (11.25%) Data Mapping
8 9 (11.25%) Relational Database
9 8 (10.00%) Microsoft Excel
9 8 (10.00%) SAP
9 8 (10.00%) T-SQL
9 8 (10.00%) Microsoft PowerPoint
10 7 (8.75%) Logistics
10 7 (8.75%) MS Visio
10 7 (8.75%) Microsoft
10 7 (8.75%) Python
10 7 (8.75%) Quality Management
10 7 (8.75%) Data Transformation
11 6 (7.50%) Data Extraction
11 6 (7.50%) MongoDB
11 6 (7.50%) NoSQL

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 (3.75%) MS Exchange
1 3 (3.75%) SAS
2 2 (2.50%) Exchange Server 2003
2 2 (2.50%) Exchange Server 2007
2 2 (2.50%) IBM Notes
3 1 (1.25%) Exchange Server 2010
3 1 (1.25%) IBM Domino
3 1 (1.25%) SharePoint
Applications
1 8 (10.00%) Microsoft Excel
1 8 (10.00%) Microsoft PowerPoint
2 7 (8.75%) MS Visio
3 1 (1.25%) Microsoft Office
Business Applications
1 3 (3.75%) Dynamics AX
2 2 (2.50%) Dynamics CRM
3 1 (1.25%) NetSuite
3 1 (1.25%) Oracle EBS
3 1 (1.25%) Oracle EBS R12
3 1 (1.25%) Oracle Manufacturing
3 1 (1.25%) SAP HR
3 1 (1.25%) SAP MM
Cloud Services
1 3 (3.75%) Amazon AWS
1 3 (3.75%) Dynamics 365
2 2 (2.50%) SuccessFactors
3 1 (1.25%) Office 365
Communications & Networking
1 1 (1.25%) SMS
Database & Business Intelligence
1 11 (13.75%) Data Warehouse
1 11 (13.75%) SQL Server
2 9 (11.25%) Relational Database
2 9 (11.25%) SQL Server Integration Services
3 6 (7.50%) MongoDB
3 6 (7.50%) NoSQL
4 5 (6.25%) SQL Server Reporting Services
5 3 (3.75%) Data Mart
5 3 (3.75%) SQL Server 2008
5 3 (3.75%) SQL Server Analysis Services
5 3 (3.75%) SSDT
6 2 (2.50%) SQL Server 2016
7 1 (1.25%) Oracle BI EE
7 1 (1.25%) Oracle BI Publisher
7 1 (1.25%) Oracle Database
7 1 (1.25%) Oracle Database 11g
7 1 (1.25%) Oracle Database 12c
7 1 (1.25%) Oracle ODI
7 1 (1.25%) Oracle OWB
7 1 (1.25%) QlikView
Development Applications
1 4 (5.00%) Jenkins
2 3 (3.75%) JIRA
3 1 (1.25%) Git (software)
3 1 (1.25%) LSMW
3 1 (1.25%) MorphX
3 1 (1.25%) Selenium
3 1 (1.25%) SQL Server Management Studio (SSMS)
3 1 (1.25%) Visual Studio
3 1 (1.25%) WebDriver
General
1 26 (32.50%) Finance
2 6 (7.50%) Banking
3 2 (2.50%) Billing
3 2 (2.50%) Publishing
4 1 (1.25%) Automotive
4 1 (1.25%) Manufacturing
4 1 (1.25%) Retail
4 1 (1.25%) Retail Banking
Job Titles
1 18 (22.50%) Analyst
2 16 (20.00%) Developer
3 12 (15.00%) Business Analyst
4 10 (12.50%) Data Analyst
4 10 (12.50%) Project Manager
5 8 (10.00%) ETL Developer
6 7 (8.75%) Data Migration Analyst
6 7 (8.75%) Migration Analyst
6 7 (8.75%) SQL Developer
7 6 (7.50%) IT Manager
7 6 (7.50%) IT Project Manager
8 5 (6.25%) Architect
8 5 (6.25%) Consultant
8 5 (6.25%) Data Business Analyst
8 5 (6.25%) Data Engineer
8 5 (6.25%) Data Migration Manager
8 5 (6.25%) Migration Manager
9 4 (5.00%) ERP Analyst
9 4 (5.00%) Solutions Architect
9 4 (5.00%) Test Leader
Libraries, Frameworks & Software Standards
1 5 (6.25%) Web Services
2 4 (5.00%) Node.js
2 4 (5.00%) REST
2 4 (5.00%) SOAP
2 4 (5.00%) Spring
2 4 (5.00%) Spring Boot
3 3 (3.75%) ODBC
3 3 (3.75%) RESTful
4 2 (2.50%) XML
5 1 (1.25%) .NET
5 1 (1.25%) CSS
5 1 (1.25%) HTML
5 1 (1.25%) JSON
5 1 (1.25%) Middleware
5 1 (1.25%) React
Miscellaneous
1 5 (6.25%) Management Information System
2 4 (5.00%) Mainframe
2 4 (5.00%) Mobile App
3 1 (1.25%) Analytical Skills
3 1 (1.25%) Data Structures
3 1 (1.25%) DataPower
3 1 (1.25%) FMCG
3 1 (1.25%) Greenfield Project
3 1 (1.25%) Learning Management System
3 1 (1.25%) Self-Motivation
3 1 (1.25%) Virtual Team
Operating Systems
1 5 (6.25%) Windows
2 4 (5.00%) Unix
3 2 (2.50%) Windows 10
3 2 (2.50%) Windows 7
4 1 (1.25%) Linux
4 1 (1.25%) Windows Server 2012
Processes & Methodologies
1 80 (100.00%) Migration
2 24 (30.00%) Stakeholder Management
3 20 (25.00%) ETL
4 13 (16.25%) Business Analysis
5 11 (13.75%) Data Modelling
5 11 (13.75%) Project Management
6 10 (12.50%) Agile Software Development
7 9 (11.25%) Business Intelligence
7 9 (11.25%) Data Mapping
7 9 (11.25%) ERP
8 7 (8.75%) Data Transformation
8 7 (8.75%) Logistics
8 7 (8.75%) Quality Management
9 6 (7.50%) Data Extraction
9 6 (7.50%) ETL Development
9 6 (7.50%) Problem-Solving
10 5 (6.25%) Business Transformation
10 5 (6.25%) Coaching
10 5 (6.25%) Decision-Making
10 5 (6.25%) Root Cause Analysis
Programming Languages
1 20 (25.00%) SQL
2 8 (10.00%) T-SQL
3 7 (8.75%) Python
4 6 (7.50%) Java
5 4 (5.00%) Java 8
6 2 (2.50%) C#
6 2 (2.50%) JavaScript
7 1 (1.25%) ABAP
7 1 (1.25%) PHP
7 1 (1.25%) PL/SQL
7 1 (1.25%) PowerShell
7 1 (1.25%) X++
Qualifications
1 3 (3.75%) Degree
1 3 (3.75%) SC Cleared
1 3 (3.75%) Security Cleared
1 3 (3.75%) Sun Certification
1 3 (3.75%) TOGAF Certification
2 1 (1.25%) PMI Certification
2 1 (1.25%) PMP
Quality Assurance & Compliance
1 13 (16.25%) Data Quality
2 2 (2.50%) PMO
3 1 (1.25%) GDPR
3 1 (1.25%) P3O
3 1 (1.25%) QA
System Software
1 5 (6.25%) Active Directory
2 4 (5.00%) Docker
Systems Management
1 4 (5.00%) Ansible
1 4 (5.00%) Kubernetes
1 4 (5.00%) Puppet
Vendors
1 8 (10.00%) SAP
2 7 (8.75%) Microsoft
3 5 (6.25%) Oracle
4 2 (2.50%) IBM
4 2 (2.50%) Lotus
5 1 (1.25%) Capita
5 1 (1.25%) JD Edwards