Period
to 18 August 2018

The following table provides summary statistics for contract job vacancies advertised in Cheshire 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 August 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
North West > Cheshire
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 71 67 73
Rank change year-on-year -4 +6 +18
Contract jobs citing Data Migration 25 22 44
As % of all contract IT jobs advertised in Cheshire 1.87% 1.80% 2.45%
As % of the Processes & Methodologies category 2.16% 2.15% 2.84%
Number of daily rates quoted 22 14 25
Cheshire median daily rate £395 £418 £425
Median daily rate % change year-on-year -5.39% -1.76% +6.25%
10th Percentile £338 £322 £275
90th Percentile £498 £604 £568
North West median daily rate £400 £413 £400
% change year-on-year -3.03% +3.13% -
Number of hourly rates quoted 0 0 1
Cheshire median hourly rate - - £13.00
North West median hourly rate £6.00 £65.00 £29.25
% change year-on-year -90.77% +122.22% +35.17%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Contract vacancies with a requirement for process or methodology skills 1,160 1,024 1,549
As % of all contract IT jobs advertised in Cheshire 86.83% 83.66% 86.10%
Number of daily rates quoted 758 715 1,067
Cheshire median daily rate £400 £403 £422
Median daily rate % change year-on-year -0.62% -4.62% +5.50%
10th Percentile £275 £263 £263
90th Percentile £550 £525 £575
North West median daily rate £400 £400 £400
Number of hourly rates quoted 58 39 34
Cheshire median hourly rate £17.50 £30.00 £17.75
Median hourly rate % change year-on-year -41.67% +69.01% +1.43%
10th Percentile £11.06 £11.25 £13.00
90th Percentile £48.25 £55.00 £42.48
North West median hourly rate £23.65 £35.00 £25.50
% change year-on-year -32.43% +37.25% -14.20%

Data Migration
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Data Migration in Cheshire

Data Migration
Contractor Daily Rate Trend in Cheshire

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

Contractor daily rate trend for Data Migration in Cheshire

Data Migration
Contractor Daily Rate Histogram in Cheshire

The daily rate distribution of IT jobs citing Data Migration in Cheshire over the 6 months to 18 August 2018.

Contractor daily rate histogram for Data Migration in Cheshire

Data Migration
Contractor Hourly Rate Trend in Cheshire

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

Contractor hourly rate trend for Data Migration in Cheshire

Data Migration
Contract Job Locations in Cheshire

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 Cheshire region over the 6 months to 18 August 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
Chester +3 8 £431 +7.69%
Crewe -16 3 £344 -14.06%
Knutsford - 2 £420 -
Macclesfield 0 1 £625 +52.44%
Warrington 0 1 £363 -3.33% 1
Winsford - 1 £450 -
Nantwich - 1 £375 -
Data Migration
North West

For the 6 months to 18 August 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 Cheshire region with a requirement for Data Migration.

1 25 (100.00%) Migration
2 12 (48.00%) Finance
3 10 (40.00%) SQL
4 9 (36.00%) Oracle
5 6 (24.00%) ETL
6 5 (20.00%) SQL Server
6 5 (20.00%) Project Management
7 4 (16.00%) Oracle EBS
7 4 (16.00%) Microsoft
7 4 (16.00%) C#
7 4 (16.00%) SharePoint
7 4 (16.00%) ERP
7 4 (16.00%) .NET
7 4 (16.00%) Oracle Applications
7 4 (16.00%) Banking
7 4 (16.00%) User Acceptance Testing
7 4 (16.00%) System Testing
7 4 (16.00%) Data Cleansing
7 4 (16.00%) SQL Server Integration Services
7 4 (16.00%) Oracle EBS R12
8 3 (12.00%) Oracle Fusion
8 3 (12.00%) Security Cleared
8 3 (12.00%) PowerShell
8 3 (12.00%) Billing
8 3 (12.00%) Dynamics CRM
8 3 (12.00%) Workflow
8 3 (12.00%) PL/SQL
8 3 (12.00%) CRM
8 3 (12.00%) SAP
8 3 (12.00%) ASP.NET

Data Migration
Co-occurring IT Skills in Cheshire 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 (16.00%) SharePoint
2 2 (8.00%) CMS
2 2 (8.00%) SharePoint 2013
3 1 (4.00%) Apache
3 1 (4.00%) Apache Spark
3 1 (4.00%) Oracle Workflow
Applications
1 1 (4.00%) Microsoft Office
1 1 (4.00%) Microsoft Project
1 1 (4.00%) MS Visio
Business Applications
1 4 (16.00%) Oracle Applications
1 4 (16.00%) Oracle EBS
1 4 (16.00%) Oracle EBS R12
2 3 (12.00%) Dynamics CRM
2 3 (12.00%) Oracle Internet Expenses
3 2 (8.00%) SAP PP
4 1 (4.00%) Finacle
4 1 (4.00%) Oracle Cash Management
4 1 (4.00%) Oracle ERP
4 1 (4.00%) Oracle iProcurement
4 1 (4.00%) Oracle Payables
4 1 (4.00%) Oracle Receivables
4 1 (4.00%) SAP MDG
Cloud Services
1 3 (12.00%) Microsoft Azure
1 3 (12.00%) Office 365
2 1 (4.00%) Dynamics 365
2 1 (4.00%) Slack
2 1 (4.00%) Taleo
2 1 (4.00%) Trello
Communications & Networking
1 1 (4.00%) SMS
Database & Business Intelligence
1 5 (20.00%) SQL Server
2 4 (16.00%) SQL Server Integration Services
3 2 (8.00%) Big Data
3 2 (8.00%) BusinessObjects
3 2 (8.00%) Data Warehouse
3 2 (8.00%) EDRMS
3 2 (8.00%) SQL Server Reporting Services
4 1 (4.00%) Azure SQL Database
4 1 (4.00%) Data Mining
4 1 (4.00%) DataStage
4 1 (4.00%) Geospatial Data
4 1 (4.00%) MySQL
4 1 (4.00%) Oracle Database
4 1 (4.00%) Oracle Database 11g
4 1 (4.00%) Oracle Discoverer
4 1 (4.00%) Oracle Reports
Development Applications
1 1 (4.00%) Oracle APEX
1 1 (4.00%) Oracle Forms
General
1 12 (48.00%) Finance
2 4 (16.00%) Banking
3 3 (12.00%) Billing
4 2 (8.00%) Manufacturing
5 1 (4.00%) Legal
5 1 (4.00%) Local Government
5 1 (4.00%) Pharmaceutical
Job Titles
1 8 (32.00%) Developer
2 7 (28.00%) Analyst
3 5 (20.00%) Project Manager
4 4 (16.00%) Data Analyst
5 3 (12.00%) Consultant
5 3 (12.00%) Functional Consultant
5 3 (12.00%) Oracle Consultant
5 3 (12.00%) Oracle Functional Consultant
5 3 (12.00%) SQL Developer
6 2 (8.00%) Data Migration Analyst
6 2 (8.00%) Database Developer
6 2 (8.00%) Migration Manager
6 2 (8.00%) Migration Project Manager
6 2 (8.00%) Oracle Developer
6 2 (8.00%) Oracle Payroll Consultant
6 2 (8.00%) Oracle Payroll Functional Consultant
6 2 (8.00%) Payroll Consultant
6 2 (8.00%) SAP Analyst
6 2 (8.00%) SharePoint Developer
6 2 (8.00%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 4 (16.00%) .NET
2 3 (12.00%) ASP.NET
2 3 (12.00%) Oracle Fusion
3 2 (8.00%) ASP.NET MVC
3 2 (8.00%) XML
Miscellaneous
1 3 (12.00%) Analytical Skills
1 3 (12.00%) Management Information System
2 2 (8.00%) PMI
2 2 (8.00%) User Experience
3 1 (4.00%) Data Structures
3 1 (4.00%) Reference Data
3 1 (4.00%) Self-Motivation
Operating Systems
1 1 (4.00%) Unix
Processes & Methodologies
1 25 (100.00%) Migration
2 6 (24.00%) ETL
3 5 (20.00%) Project Management
4 4 (16.00%) Data Cleansing
4 4 (16.00%) ERP
4 4 (16.00%) System Testing
4 4 (16.00%) User Acceptance Testing
5 3 (12.00%) CRM
5 3 (12.00%) Data Transformation
5 3 (12.00%) PRINCE2
5 3 (12.00%) Workflow
6 2 (8.00%) Business Intelligence
6 2 (8.00%) Business Process Mapping
6 2 (8.00%) Change Control
6 2 (8.00%) Enterprise Content Management
6 2 (8.00%) Master Data Management
6 2 (8.00%) MVC
6 2 (8.00%) Problem-Solving
6 2 (8.00%) Records Management
6 2 (8.00%) Workflow Development
Programming Languages
1 10 (40.00%) SQL
2 4 (16.00%) C#
3 3 (12.00%) PL/SQL
3 3 (12.00%) PowerShell
4 2 (8.00%) JavaScript
4 2 (8.00%) T-SQL
5 1 (4.00%) Python
5 1 (4.00%) VB.NET
Qualifications
1 3 (12.00%) Security Cleared
2 2 (8.00%) PMI Certification
2 2 (8.00%) SC Cleared
3 1 (4.00%) MCSA
3 1 (4.00%) MCSE
3 1 (4.00%) Microsoft Certification
Quality Assurance & Compliance
1 2 (8.00%) Data Quality
1 2 (8.00%) GDPR
Vendors
1 9 (36.00%) Oracle
2 4 (16.00%) Microsoft
3 3 (12.00%) SAP