Period
to 15 October 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 15 October 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
15 Oct 2018
Same period 2017 Same period 2016
Rank 150 68 81
Rank change year-on-year -82 +13 -4
Contract jobs citing Data Migration 70 157 182
As % of all contract IT jobs advertised in the North West 1.18% 2.81% 2.54%
As % of the Processes & Methodologies category 1.42% 3.42% 2.99%
Number of daily rates quoted 45 116 92
North West median daily rate £418 £450 £400
Median daily rate % change year-on-year -7.22% +12.50% +1.59%
10th Percentile £272 £369 £305
90th Percentile £511 £675 £573
England median daily rate £450 £450 £430
% change year-on-year - +4.65% +7.50%
Number of hourly rates quoted 1 6 3
North West median hourly rate £6.00 £27.00 £15.25
Median hourly rate % change year-on-year -77.78% +77.05% -
England median hourly rate £17.50 £17.50 £15.25
% change year-on-year - +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 4,920 4,594 6,087
As % of all contract IT jobs advertised in the North West 83.09% 82.23% 84.82%
Number of daily rates quoted 3,083 2,862 3,861
North West median daily rate £400 £400 £400
10th Percentile £263 £263 £260
90th Percentile £575 £575 £574
England median daily rate £470 £450 £425
% change year-on-year +4.44% +5.88% +3.03%
Number of hourly rates quoted 292 194 190
North West median hourly rate £22.47 £30.00 £21.02
Median hourly rate % change year-on-year -25.12% +42.70% -26.51%
10th Percentile £11.43 £11.73 £11.48
90th Percentile £51.25 £51.71 £51.43
England median hourly rate £21.00 £25.00 £22.50
% change year-on-year -16.01% +11.11% +3.45%

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 15 October 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 15 October 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 -49 28 £390 -4.00% 14
Cheshire -49 20 £413 -31.25% 2
Lancashire -30 12 £348 -18.24% 3
Merseyside +11 5 £475 +5.56% 2
Cumbria - 1 - - 2
Data Migration
England

For the 6 months to 15 October 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 70 (100.00%) Migration
2 25 (35.71%) SQL
3 17 (24.29%) Finance
4 14 (20.00%) Oracle
5 13 (18.57%) Business Intelligence
6 12 (17.14%) ETL
6 12 (17.14%) Agile Software Development
7 11 (15.71%) Data Warehouse
8 10 (14.29%) Data Modelling
8 10 (14.29%) Microsoft
8 10 (14.29%) SQL Server Integration Services
9 9 (12.86%) User Acceptance Testing
9 9 (12.86%) ERP
9 9 (12.86%) CRM
9 9 (12.86%) SQL Server
9 9 (12.86%) SAP
10 8 (11.43%) Oracle EBS
11 7 (10.00%) Security Cleared
11 7 (10.00%) Oracle Fusion
11 7 (10.00%) Oracle EBS R12
12 6 (8.57%) Data Quality
12 6 (8.57%) Data Analysis
12 6 (8.57%) T-SQL
13 5 (7.14%) PRINCE2
13 5 (7.14%) Project Management
13 5 (7.14%) Stakeholder Management
13 5 (7.14%) Oracle Applications
13 5 (7.14%) Data Management
13 5 (7.14%) Data Cleansing
13 5 (7.14%) Big Data

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 3 (4.29%) TPMS
2 2 (2.86%) SAS
2 2 (2.86%) SharePoint
3 1 (1.43%) Apache
3 1 (1.43%) Apache Spark
3 1 (1.43%) Oracle Workflow
3 1 (1.43%) SugarCRM
Applications
1 4 (5.71%) Microsoft Excel
1 4 (5.71%) Microsoft Office
1 4 (5.71%) Microsoft Project
2 2 (2.86%) MS Visio
3 1 (1.43%) Microsoft PowerPoint
Business Applications
1 8 (11.43%) Oracle EBS
2 7 (10.00%) Oracle EBS R12
3 5 (7.14%) Oracle Applications
4 4 (5.71%) Dynamics CRM
4 4 (5.71%) Oracle Internet Expenses
5 3 (4.29%) Oracle Cash Management
5 3 (4.29%) Oracle iProcurement
5 3 (4.29%) Oracle Payables
5 3 (4.29%) Oracle Receivables
6 2 (2.86%) Dynamics AX
6 2 (2.86%) Oracle Assets
6 2 (2.86%) Oracle ERP
6 2 (2.86%) Oracle Procure-to-Pay
6 2 (2.86%) SAP PP
7 1 (1.43%) Cognos Business Intelligence
7 1 (1.43%) Dynamics NAV
7 1 (1.43%) Finacle
7 1 (1.43%) Oracle Financials
Cloud Services
1 3 (4.29%) Microsoft Azure
2 2 (2.86%) Dynamics 365
2 2 (2.86%) Salesforce Service Cloud
3 1 (1.43%) Amazon AWS
3 1 (1.43%) Boomi
3 1 (1.43%) iPaaS
3 1 (1.43%) Office 365
3 1 (1.43%) PaaS
3 1 (1.43%) Slack
3 1 (1.43%) Taleo
3 1 (1.43%) Trello
Communications & Networking
1 3 (4.29%) Firewall
2 2 (2.86%) Fibre Channel
2 2 (2.86%) SAN
3 1 (1.43%) SMS
Database & Business Intelligence
1 11 (15.71%) Data Warehouse
2 10 (14.29%) SQL Server Integration Services
3 9 (12.86%) SQL Server
4 5 (7.14%) Big Data
5 4 (5.71%) Power BI
6 3 (4.29%) BusinessObjects
6 3 (4.29%) IDMS
6 3 (4.29%) OLAP
6 3 (4.29%) OLAP Cube
6 3 (4.29%) SQL Server Analysis Services
7 2 (2.86%) Apache Hive
7 2 (2.86%) Data Mining
7 2 (2.86%) Enterprise Data Warehouse
7 2 (2.86%) Hadoop
7 2 (2.86%) HBase
7 2 (2.86%) MongoDB
7 2 (2.86%) Pentaho
7 2 (2.86%) PostgreSQL
7 2 (2.86%) SQL Server Reporting Services
7 2 (2.86%) Star Schema
Development Applications
1 3 (4.29%) Visual Studio
2 2 (2.86%) ERwin
2 2 (2.86%) LSMW
2 2 (2.86%) Oracle APEX
3 1 (1.43%) gulp
3 1 (1.43%) Jasmine
3 1 (1.43%) JIRA
3 1 (1.43%) Karma Test Runner
3 1 (1.43%) Oracle Forms
3 1 (1.43%) Protractor
General
1 17 (24.29%) Finance
2 4 (5.71%) Banking
3 3 (4.29%) Billing
3 3 (4.29%) Manufacturing
4 2 (2.86%) General Ledger
4 2 (2.86%) Legal
4 2 (2.86%) Retail
4 2 (2.86%) Telecoms
5 1 (1.43%) Back Office
5 1 (1.43%) Front Office
5 1 (1.43%) Law
5 1 (1.43%) Local Government
Job Titles
1 18 (25.71%) Developer
2 15 (21.43%) Analyst
3 12 (17.14%) Consultant
4 9 (12.86%) Data Analyst
4 9 (12.86%) Project Manager
4 9 (12.86%) SQL Developer
5 6 (8.57%) Data Migration Analyst
5 6 (8.57%) Functional Consultant
5 6 (8.57%) Migration Analyst
5 6 (8.57%) Oracle Consultant
5 6 (8.57%) Oracle Functional Consultant
6 5 (7.14%) Architect
6 5 (7.14%) Business Analyst
6 5 (7.14%) Migration Manager
7 4 (5.71%) Migration Project Manager
8 3 (4.29%) Data Migration Manager
8 3 (4.29%) Migration Consultant
8 3 (4.29%) Oracle Payroll Consultant
8 3 (4.29%) Oracle Payroll Functional Consultant
8 3 (4.29%) Payroll Consultant
Libraries, Frameworks & Software Standards
1 7 (10.00%) Oracle Fusion
2 2 (2.86%) .NET
2 2 (2.86%) Web Services
2 2 (2.86%) XML
3 1 (1.43%) AngularJS
3 1 (1.43%) CSS
3 1 (1.43%) CSS3
3 1 (1.43%) D3.js
3 1 (1.43%) HTML
3 1 (1.43%) HTML5
3 1 (1.43%) JSON
3 1 (1.43%) Laravel
3 1 (1.43%) LESS
3 1 (1.43%) MDX
3 1 (1.43%) Middleware
3 1 (1.43%) REST
3 1 (1.43%) RESTful
3 1 (1.43%) Sass
3 1 (1.43%) SVG
3 1 (1.43%) WCF
Miscellaneous
1 4 (5.71%) Analytical Skills
1 4 (5.71%) Data Centre
1 4 (5.71%) Management Information System
2 3 (4.29%) Greenfield Project
3 2 (2.86%) Driving Licence
3 2 (2.86%) Enterprise Software
3 2 (2.86%) NHS
4 1 (1.43%) Data Structures
4 1 (1.43%) PMI
4 1 (1.43%) Reference Data
4 1 (1.43%) User Experience
Operating Systems
1 3 (4.29%) VME
2 2 (2.86%) Unix
3 1 (1.43%) Windows
3 1 (1.43%) Windows Server
3 1 (1.43%) Windows Server 2012
Processes & Methodologies
1 70 (100.00%) Migration
2 13 (18.57%) Business Intelligence
3 12 (17.14%) Agile Software Development
3 12 (17.14%) ETL
4 10 (14.29%) Data Modelling
5 9 (12.86%) CRM
5 9 (12.86%) ERP
5 9 (12.86%) User Acceptance Testing
6 6 (8.57%) Data Analysis
7 5 (7.14%) Data Cleansing
7 5 (7.14%) Data Management
7 5 (7.14%) PRINCE2
7 5 (7.14%) Project Management
7 5 (7.14%) Stakeholder Management
8 4 (5.71%) Analytics
8 4 (5.71%) Problem-Solving
8 4 (5.71%) System Testing
8 4 (5.71%) Visualisation
8 4 (5.71%) Waterfall
9 3 (4.29%) Data Reconciliation
Programming Languages
1 25 (35.71%) SQL
2 6 (8.57%) T-SQL
3 4 (5.71%) PL/SQL
4 3 (4.29%) C#
4 3 (4.29%) COBOL
5 2 (2.86%) Apex Code
5 2 (2.86%) Java
5 2 (2.86%) JavaScript
5 2 (2.86%) Shell Script
6 1 (1.43%) PHP
6 1 (1.43%) PowerShell
6 1 (1.43%) Python
6 1 (1.43%) VB
Qualifications
1 7 (10.00%) Security Cleared
2 4 (5.71%) SC Cleared
3 2 (2.86%) ITIL Certification
4 1 (1.43%) Degree
4 1 (1.43%) Numerate Degree
4 1 (1.43%) PMI Certification
Quality Assurance & Compliance
1 6 (8.57%) Data Quality
2 4 (5.71%) GDPR
3 2 (2.86%) QA
4 1 (1.43%) PMO
System Software
1 1 (1.43%) Hyper-V
Vendors
1 14 (20.00%) Oracle
2 10 (14.29%) Microsoft
3 9 (12.86%) SAP
4 4 (5.71%) Salesforce.com
5 3 (4.29%) Avaya
5 3 (4.29%) BT
5 3 (4.29%) Micro Focus
6 2 (2.86%) 3PAR
6 2 (2.86%) Brocade
6 2 (2.86%) CA
6 2 (2.86%) Cisco
6 2 (2.86%) Cognos
6 2 (2.86%) EMC
6 2 (2.86%) HP
6 2 (2.86%) Informatica
6 2 (2.86%) Tableau
7 1 (1.43%) Dell
7 1 (1.43%) Google