Period
to 21 August 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 21 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
England > North West
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 133 83 72
Rank change year-on-year -50 -11 +17
Contract jobs citing Data Migration 87 126 198
As % of all contract IT jobs advertised in the North West 1.43% 2.19% 2.65%
As % of the Processes & Methodologies category 1.69% 2.65% 3.16%
Number of daily rates quoted 56 83 99
North West median daily rate £400 £413 £400
Median daily rate % change year-on-year -3.03% +3.13% -
10th Percentile £309 £325 £305
90th Percentile £509 £538 £540
England median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 1 3 2
North West median hourly rate £6.00 £65.00 £29.25
Median hourly rate % change year-on-year -90.77% +122.22% +35.17%
England median hourly rate £18.70 £17.50 £15.25
% change year-on-year +6.86% +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 5,137 4,748 6,266
As % of all contract IT jobs advertised in the North West 84.35% 82.52% 83.73%
Number of daily rates quoted 3,250 2,897 3,897
North West median daily rate £400 £400 £400
10th Percentile £263 £263 £260
90th Percentile £575 £550 £550
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +3.66%
Number of hourly rates quoted 248 199 185
North West median hourly rate £23.65 £34.00 £27.00
Median hourly rate % change year-on-year -30.44% +25.93% -5.63%
10th Percentile £11.17 £11.75 £12.12
90th Percentile £51.25 £52.60 £52.30
England median hourly rate £21.33 £24.00 £23.50
% change year-on-year -11.15% +2.13% +9.05%

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 21 August 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 21 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
Manchester -26 43 £380 -5.00% 7
Cheshire 0 25 £395 -5.39% 3
Lancashire -35 9 £469 +10.29%
Merseyside +20 6 £475 +5.56% 2
Cumbria - 1 - -
Data Migration
England

For the 6 months to 21 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 North West region with a requirement for Data Migration.

1 87 (100.00%) Migration
2 24 (27.59%) Finance
3 23 (26.44%) SQL
4 19 (21.84%) Oracle
4 19 (21.84%) ETL
5 18 (20.69%) Agile Software Development
6 14 (16.09%) CRM
7 12 (13.79%) Stakeholder Management
8 11 (12.64%) Data Warehouse
8 11 (12.64%) Microsoft
8 11 (12.64%) Data Management
9 10 (11.49%) User Acceptance Testing
9 10 (11.49%) Business Intelligence
9 10 (11.49%) SAP
10 9 (10.34%) SQL Server
10 9 (10.34%) Data Modelling
10 9 (10.34%) ERP
11 8 (9.20%) Workflow
12 7 (8.05%) Oracle EBS
12 7 (8.05%) Project Management
12 7 (8.05%) Salesforce.com
12 7 (8.05%) Data Cleansing
12 7 (8.05%) Oracle Fusion
12 7 (8.05%) SQL Server Integration Services
13 6 (6.90%) Big Data
13 6 (6.90%) Problem-Solving
13 6 (6.90%) Banking
13 6 (6.90%) Oracle EBS R12
13 6 (6.90%) C#
13 6 (6.90%) Change Management

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 4 (4.60%) SharePoint
2 3 (3.45%) TPMS
3 2 (2.30%) CMS
3 2 (2.30%) Confluence
3 2 (2.30%) SAS
3 2 (2.30%) SharePoint 2013
4 1 (1.15%) Apache
4 1 (1.15%) Apache Spark
4 1 (1.15%) Oracle Workflow
Applications
1 5 (5.75%) Microsoft Office
2 4 (4.60%) Microsoft Project
3 3 (3.45%) Microsoft Excel
4 1 (1.15%) Microsoft PowerPoint
4 1 (1.15%) MS Visio
4 1 (1.15%) Spreadsheet
Business Applications
1 7 (8.05%) Oracle EBS
2 6 (6.90%) Oracle EBS R12
3 5 (5.75%) Dynamics CRM
3 5 (5.75%) Oracle Applications
4 4 (4.60%) Oracle Internet Expenses
5 3 (3.45%) Oracle Cash Management
5 3 (3.45%) Oracle iProcurement
5 3 (3.45%) Oracle Payables
5 3 (3.45%) Oracle Receivables
6 2 (2.30%) Dynamics AX
6 2 (2.30%) Oracle Assets
6 2 (2.30%) Oracle Procure-to-Pay
6 2 (2.30%) SAP PP
7 1 (1.15%) Cognos Business Intelligence
7 1 (1.15%) Dynamics NAV
7 1 (1.15%) Finacle
7 1 (1.15%) Oracle ERP
7 1 (1.15%) Oracle Financials
7 1 (1.15%) SAP MDG
Cloud Services
1 5 (5.75%) Microsoft Azure
2 3 (3.45%) Office 365
3 2 (2.30%) BrowserStack
3 2 (2.30%) GitHub
3 2 (2.30%) Salesforce Service Cloud
4 1 (1.15%) Boomi
4 1 (1.15%) Dynamics 365
4 1 (1.15%) iPaaS
4 1 (1.15%) PaaS
4 1 (1.15%) Slack
4 1 (1.15%) Taleo
4 1 (1.15%) Trello
Communications & Networking
1 2 (2.30%) Fibre Channel
1 2 (2.30%) SAN
2 1 (1.15%) Firewall
2 1 (1.15%) SMS
Database & Business Intelligence
1 11 (12.64%) Data Warehouse
2 9 (10.34%) SQL Server
3 7 (8.05%) SQL Server Integration Services
4 6 (6.90%) Big Data
5 4 (4.60%) BusinessObjects
6 3 (3.45%) IDMS
7 2 (2.30%) Apache Hive
7 2 (2.30%) Data Mining
7 2 (2.30%) EDRMS
7 2 (2.30%) Enterprise Data Warehouse
7 2 (2.30%) Hadoop
7 2 (2.30%) HBase
7 2 (2.30%) MongoDB
7 2 (2.30%) OLAP
7 2 (2.30%) OLAP Cube
7 2 (2.30%) Oracle Reports
7 2 (2.30%) Pentaho
7 2 (2.30%) PostgreSQL
7 2 (2.30%) SAP HANA
7 2 (2.30%) SQL Server Reporting Services
Development Applications
1 4 (4.60%) Visual Studio
2 3 (3.45%) JIRA
3 2 (2.30%) ERwin
3 2 (2.30%) Gatling
3 2 (2.30%) Jenkins
3 2 (2.30%) JMeter
3 2 (2.30%) LSMW
3 2 (2.30%) Selenium
4 1 (1.15%) gulp
4 1 (1.15%) Jasmine
4 1 (1.15%) Karma Test Runner
4 1 (1.15%) Oracle APEX
4 1 (1.15%) Oracle Forms
4 1 (1.15%) Protractor
General
1 24 (27.59%) Finance
2 6 (6.90%) Banking
3 5 (5.75%) Retail
3 5 (5.75%) Telecoms
4 4 (4.60%) Manufacturing
5 3 (3.45%) Billing
6 2 (2.30%) General Ledger
6 2 (2.30%) Legal
7 1 (1.15%) Back Office
7 1 (1.15%) French Language
7 1 (1.15%) Front Office
7 1 (1.15%) Law
7 1 (1.15%) Local Government
7 1 (1.15%) Pharmaceutical
Job Titles
1 22 (25.29%) Analyst
2 15 (17.24%) Data Analyst
3 14 (16.09%) Consultant
3 14 (16.09%) Project Manager
4 13 (14.94%) Data Migration Analyst
4 13 (14.94%) Developer
4 13 (14.94%) Migration Analyst
5 9 (10.34%) Migration Manager
6 7 (8.05%) Data Migration Manager
6 7 (8.05%) Oracle Consultant
7 6 (6.90%) Administrator
7 6 (6.90%) Architect
7 6 (6.90%) Functional Consultant
7 6 (6.90%) Migration Project Manager
7 6 (6.90%) Oracle Functional Consultant
8 5 (5.75%) Business Analyst
8 5 (5.75%) Business Change Manager
8 5 (5.75%) Data Migration Project Manager
8 5 (5.75%) Salesforce Administrator
8 5 (5.75%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (8.05%) Oracle Fusion
2 5 (5.75%) .NET
3 3 (3.45%) ASP.NET
4 2 (2.30%) ASP.NET MVC
4 2 (2.30%) XML
5 1 (1.15%) .NET Framework
5 1 (1.15%) AngularJS
5 1 (1.15%) CSS
5 1 (1.15%) CSS3
5 1 (1.15%) D3.js
5 1 (1.15%) HTML5
5 1 (1.15%) JSON
5 1 (1.15%) Laravel
5 1 (1.15%) LESS
5 1 (1.15%) Mason
5 1 (1.15%) MDX
5 1 (1.15%) REST
5 1 (1.15%) Sass
5 1 (1.15%) SVG
5 1 (1.15%) Twitter Bootstrap
Miscellaneous
1 6 (6.90%) Management Information System
2 5 (5.75%) Analytical Skills
3 3 (3.45%) Mainframe
3 3 (3.45%) User Experience
4 2 (2.30%) Data Centre
4 2 (2.30%) Data Structures
4 2 (2.30%) Enterprise Software
4 2 (2.30%) Greenfield Project
4 2 (2.30%) PMI
5 1 (1.15%) Driving Licence
5 1 (1.15%) Reference Data
5 1 (1.15%) Self-Motivation
Operating Systems
1 3 (3.45%) Unix
1 3 (3.45%) VME
2 2 (2.30%) Windows
2 2 (2.30%) Windows Server
2 2 (2.30%) Windows Server 2012
Processes & Methodologies
1 87 (100.00%) Migration
2 19 (21.84%) ETL
3 18 (20.69%) Agile Software Development
4 14 (16.09%) CRM
5 12 (13.79%) Stakeholder Management
6 11 (12.64%) Data Management
7 10 (11.49%) Business Intelligence
7 10 (11.49%) User Acceptance Testing
8 9 (10.34%) Data Modelling
8 9 (10.34%) ERP
9 8 (9.20%) Workflow
10 7 (8.05%) Data Cleansing
10 7 (8.05%) Project Management
11 6 (6.90%) Change Management
11 6 (6.90%) Problem-Solving
12 5 (5.75%) Data Analysis
12 5 (5.75%) PRINCE2
12 5 (5.75%) Refactoring
12 5 (5.75%) Scrum
12 5 (5.75%) System Testing
Programming Languages
1 23 (26.44%) SQL
2 6 (6.90%) C#
3 4 (4.60%) PowerShell
3 4 (4.60%) T-SQL
4 3 (3.45%) COBOL
4 3 (3.45%) PL/SQL
5 2 (2.30%) Apex Code
5 2 (2.30%) Java
5 2 (2.30%) JavaScript
5 2 (2.30%) Shell Script
5 2 (2.30%) VB.NET
6 1 (1.15%) PHP
6 1 (1.15%) Python
Qualifications
1 5 (5.75%) Security Cleared
2 3 (3.45%) SC Cleared
3 2 (2.30%) PMI Certification
4 1 (1.15%) Degree
4 1 (1.15%) ITIL Certification
4 1 (1.15%) MCSA
4 1 (1.15%) MCSE
4 1 (1.15%) Microsoft Certification
4 1 (1.15%) Numerate Degree
Quality Assurance & Compliance
1 5 (5.75%) Data Quality
1 5 (5.75%) GDPR
2 4 (4.60%) QA
3 1 (1.15%) PMO
System Software
1 2 (2.30%) Hyper-V
Vendors
1 19 (21.84%) Oracle
2 11 (12.64%) Microsoft
3 10 (11.49%) SAP
4 7 (8.05%) Salesforce.com
5 3 (3.45%) Micro Focus
6 2 (2.30%) 3PAR
6 2 (2.30%) Brocade
6 2 (2.30%) CA
6 2 (2.30%) Cisco
6 2 (2.30%) EMC
6 2 (2.30%) HP
6 2 (2.30%) Informatica
6 2 (2.30%) Tableau
6 2 (2.30%) Workday
7 1 (1.15%) Avaya
7 1 (1.15%) BT
7 1 (1.15%) Cognos
7 1 (1.15%) Dell
7 1 (1.15%) hybris
7 1 (1.15%) IFS