Period
to 18 December 2018

The following table provides summary statistics for contract job vacancies advertised in the North West 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 18 December 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 > North West
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 142 60 81
Rank change year-on-year -82 +21 -2
Contract jobs citing Data Migration 69 176 162
As % of all contract IT jobs advertised in the North West 1.14% 3.09% 2.53%
As % of the Processes & Methodologies category 1.38% 3.74% 2.96%
Number of daily rates quoted 46 141 95
North West median daily rate £406 £577 £438
Median daily rate % change year-on-year -29.59% +31.89% +9.38%
10th Percentile £273 £325 £275
90th Percentile £538 £648 £600
England median daily rate £450 £450 £450
Number of hourly rates quoted 1 5 2
North West median hourly rate £6.00 £27.00 £14.13
Median hourly rate % change year-on-year -77.78% +91.15% +8.65%
England median hourly rate £16.95 £17.50 £15.25
% change year-on-year -3.14% +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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Contract vacancies with a requirement for process or methodology skills 5,010 4,708 5,471
As % of all contract IT jobs advertised in the North West 83.08% 82.65% 85.60%
Number of daily rates quoted 3,170 3,040 3,512
North West median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - -
10th Percentile £263 £263 £250
90th Percentile £575 £596 £572
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 283 207 166
North West median hourly rate £22.50 £27.00 £24.22
Median hourly rate % change year-on-year -16.67% +11.50% -16.50%
10th Percentile £11.62 £11.67 £12.13
90th Percentile £48.70 £52.55 £53.25
England median hourly rate £22.50 £25.00 £23.23
% change year-on-year -10.00% +7.61% +5.60%

Data Migration
Job Vacancy Trend in the North West

Job postings citing Data Migration as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Migration in the North West

Data Migration
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Data Migration in the North West

Data Migration
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Migration in the North West over the 6 months to 18 December 2018.

Contractor daily rate histogram for Data Migration in the North West

Data Migration
Contractor Hourly Rate Trend in the North West

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

Contractor hourly rate trend for Data Migration in the North West

Data Migration
Contract Job Locations in the North West

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 North West region over the 6 months to 18 December 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
Manchester -66 28 £388 -3.13% 11
Cheshire -46 18 £425 -29.17% 4
Lancashire -13 14 £300 -25.00% 1
Merseyside -4 4 £600 +33.33%
Cumbria - 1 - -
Data Migration
England

For the 6 months to 18 December 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 North West region with a requirement for Data Migration.

1 69 (100.00%) Migration
2 31 (44.93%) SQL
3 16 (23.19%) Finance
4 15 (21.74%) SQL Server
5 14 (20.29%) Oracle
6 12 (17.39%) ETL
6 12 (17.39%) Business Intelligence
7 11 (15.94%) Agile Software Development
7 11 (15.94%) T-SQL
8 10 (14.49%) Data Modelling
8 10 (14.49%) SQL Server Integration Services
9 9 (13.04%) Microsoft
10 8 (11.59%) Data Warehouse
10 8 (11.59%) ERP
10 8 (11.59%) C#
10 8 (11.59%) CRM
11 7 (10.14%) SAP
12 6 (8.70%) PRINCE2
12 6 (8.70%) Data Analysis
12 6 (8.70%) Data Transformation
13 5 (7.25%) Dynamics CRM
13 5 (7.25%) User Acceptance Testing
13 5 (7.25%) Data Quality
13 5 (7.25%) Project Management
13 5 (7.25%) NHS
14 4 (5.80%) Web Services
14 4 (5.80%) PL/SQL
14 4 (5.80%) .NET
14 4 (5.80%) MySQL
14 4 (5.80%) Microsoft Project

Data Migration
Co-occurring IT Skills in the North West 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 (2.90%) TPMS
2 1 (1.45%) SharePoint
2 1 (1.45%) SugarCRM
Applications
1 4 (5.80%) Microsoft Office
1 4 (5.80%) Microsoft Project
2 2 (2.90%) MS Visio
3 1 (1.45%) Microsoft Excel
Business Applications
1 5 (7.25%) Dynamics CRM
2 4 (5.80%) Oracle EBS
3 3 (4.35%) Oracle EBS R12
3 3 (4.35%) SystmOne
4 2 (2.90%) Oracle Assets
4 2 (2.90%) Oracle Cash Management
4 2 (2.90%) Oracle ERP
4 2 (2.90%) Oracle iProcurement
4 2 (2.90%) Oracle Payables
4 2 (2.90%) Oracle Procure-to-Pay
4 2 (2.90%) Oracle Receivables
4 2 (2.90%) SAP PP
5 1 (1.45%) Cognos Business Intelligence
5 1 (1.45%) Dynamics NAV
5 1 (1.45%) Finacle
5 1 (1.45%) NetSuite
5 1 (1.45%) Oracle Applications
5 1 (1.45%) Oracle Financials
Cloud Services
1 3 (4.35%) Microsoft Azure
2 2 (2.90%) Salesforce Service Cloud
3 1 (1.45%) Amazon AWS
3 1 (1.45%) Dynamics 365
3 1 (1.45%) Slack
3 1 (1.45%) Trello
Communications & Networking
1 3 (4.35%) Firewall
2 1 (1.45%) MPLS
Database & Business Intelligence
1 15 (21.74%) SQL Server
2 10 (14.49%) SQL Server Integration Services
3 8 (11.59%) Data Warehouse
4 4 (5.80%) MySQL
4 4 (5.80%) Power BI
5 3 (4.35%) Big Data
5 3 (4.35%) OLAP
5 3 (4.35%) OLAP Cube
5 3 (4.35%) SQL Server Analysis Services
6 2 (2.90%) IDMS
6 2 (2.90%) Relational Database
6 2 (2.90%) SQL Server 2016
6 2 (2.90%) SQL Server Reporting Services
6 2 (2.90%) Star Schema
7 1 (1.45%) BusinessObjects Business Intelligence
7 1 (1.45%) Cognos Analysis Studio
7 1 (1.45%) Cognos Query Studio
7 1 (1.45%) Geospatial Data
7 1 (1.45%) Oracle Database
7 1 (1.45%) SSDT
Development Applications
1 2 (2.90%) Oracle APEX
1 2 (2.90%) Visual Studio
2 1 (1.45%) Cucumber
2 1 (1.45%) gulp
2 1 (1.45%) HP UFT
2 1 (1.45%) Jasmine
2 1 (1.45%) JIRA
2 1 (1.45%) Karma Test Runner
2 1 (1.45%) Protractor
2 1 (1.45%) Selenium
2 1 (1.45%) Team Foundation Server
General
1 16 (23.19%) Finance
2 3 (4.35%) Manufacturing
3 2 (2.90%) Banking
3 2 (2.90%) Billing
3 2 (2.90%) General Ledger
3 2 (2.90%) Legal
3 2 (2.90%) Retail
3 2 (2.90%) Telecoms
4 1 (1.45%) Back Office
4 1 (1.45%) Front Office
4 1 (1.45%) Law
Job Titles
1 22 (31.88%) Developer
2 12 (17.39%) SQL Developer
3 11 (15.94%) Analyst
4 10 (14.49%) Consultant
4 10 (14.49%) Project Manager
5 7 (10.14%) Architect
6 6 (8.70%) Business Analyst
6 6 (8.70%) Migration Manager
7 5 (7.25%) Migration Project Manager
8 4 (5.80%) Data Analyst
8 4 (5.80%) Data Migration Manager
8 4 (5.80%) Data Migration Project Manager
9 3 (4.35%) Administrator
9 3 (4.35%) Business Intelligence Developer
9 3 (4.35%) Data Architect
9 3 (4.35%) Data Migration Analyst
9 3 (4.35%) Functional Consultant
9 3 (4.35%) Oracle Consultant
9 3 (4.35%) Oracle Functional Consultant
9 3 (4.35%) Technical Analyst
Libraries, Frameworks & Software Standards
1 4 (5.80%) .NET
1 4 (5.80%) Oracle Fusion
1 4 (5.80%) Web Services
2 3 (4.35%) HTML
2 3 (4.35%) REST
3 2 (2.90%) .NET Framework
3 2 (2.90%) ADO.NET
3 2 (2.90%) ASP.NET
3 2 (2.90%) SOAP
4 1 (1.45%) CSS
4 1 (1.45%) CSS3
4 1 (1.45%) HTML5
4 1 (1.45%) JSON
4 1 (1.45%) Laravel
4 1 (1.45%) MDX
4 1 (1.45%) Middleware
4 1 (1.45%) RESTful
4 1 (1.45%) SVG
4 1 (1.45%) WCF
4 1 (1.45%) XML
Miscellaneous
1 5 (7.25%) NHS
2 3 (4.35%) Data Centre
2 3 (4.35%) Greenfield Project
3 2 (2.90%) Driving Licence
3 2 (2.90%) Management Information System
4 1 (1.45%) Analytical Skills
4 1 (1.45%) Enterprise Cloud
4 1 (1.45%) PMI
4 1 (1.45%) Reference Data
4 1 (1.45%) User Experience
Operating Systems
1 3 (4.35%) Windows
2 2 (2.90%) VME
3 1 (1.45%) Windows Server
3 1 (1.45%) Windows Server 2012
Processes & Methodologies
1 69 (100.00%) Migration
2 12 (17.39%) Business Intelligence
2 12 (17.39%) ETL
3 11 (15.94%) Agile Software Development
4 10 (14.49%) Data Modelling
5 8 (11.59%) CRM
5 8 (11.59%) ERP
6 6 (8.70%) Data Analysis
6 6 (8.70%) Data Transformation
6 6 (8.70%) PRINCE2
7 5 (7.25%) Project Management
7 5 (7.25%) User Acceptance Testing
8 4 (5.80%) Data Cleansing
8 4 (5.80%) Data Management
8 4 (5.80%) User Stories
8 4 (5.80%) Workflow
9 3 (4.35%) Acceptance Criteria
9 3 (4.35%) Data Reconciliation
9 3 (4.35%) Problem-Solving
9 3 (4.35%) Test Scripting
Programming Languages
1 31 (44.93%) SQL
2 11 (15.94%) T-SQL
3 8 (11.59%) C#
4 4 (5.80%) PL/SQL
5 2 (2.90%) Apex Code
5 2 (2.90%) COBOL
5 2 (2.90%) Java
6 1 (1.45%) JavaScript
6 1 (1.45%) PHP
6 1 (1.45%) PowerShell
6 1 (1.45%) VB
Qualifications
1 3 (4.35%) Security Cleared
2 2 (2.90%) ITIL Certification
3 1 (1.45%) PMI Certification
3 1 (1.45%) SC Cleared
Quality Assurance & Compliance
1 5 (7.25%) Data Quality
2 4 (5.80%) GDPR
3 3 (4.35%) QA
4 1 (1.45%) PMO
System Software
1 1 (1.45%) Active Directory
1 1 (1.45%) Hyper-V
Vendors
1 14 (20.29%) Oracle
2 9 (13.04%) Microsoft
3 7 (10.14%) SAP
4 3 (4.35%) Avaya
4 3 (4.35%) BT
4 3 (4.35%) Salesforce.com
5 2 (2.90%) Cognos
5 2 (2.90%) Micro Focus
6 1 (1.45%) Cisco
6 1 (1.45%) Cloudera