Period
to 23 May 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 23 May 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
23 May 2018
Same period 2017 Same period 2016
Rank 113 97 76
Rank change year-on-year -16 -21 +20
Contract jobs citing Data Migration 105 111 183
As % of all contract IT jobs advertised in the North West 1.81% 2.04% 2.38%
As % of the Processes & Methodologies category 2.11% 2.44% 2.85%
Number of daily rates quoted 64 72 113
North West median daily rate £380 £403 £422
Median daily rate % change year-on-year -5.59% -4.62% +5.50%
10th Percentile £275 £310 £305
90th Percentile £526 £538 £550
England median daily rate £450 £450 £425
% change year-on-year - +5.88% -
Number of hourly rates quoted 3 3 3
North West median hourly rate £26.00 £18.50 £13.00
Median hourly rate % change year-on-year +40.54% +42.31% -
England median hourly rate £30.50 £17.50 £20.50
% change year-on-year +74.29% -14.63% +7.50%

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 4,981 4,543 6,415
As % of all contract IT jobs advertised in the North West 85.70% 83.68% 83.26%
Number of daily rates quoted 3,133 2,800 3,912
North West median daily rate £400 £400 £400
10th Percentile £263 £241 £253
90th Percentile £575 £550 £560
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.42%
Number of hourly rates quoted 243 200 233
North West median hourly rate £21.78 £35.50 £30.00
Median hourly rate % change year-on-year -38.65% +18.33% +33.33%
10th Percentile £12.25 £11.75 £13.00
90th Percentile £51.25 £52.55 £49.40
England median hourly rate £22.00 £25.00 £23.00
% change year-on-year -12.00% +8.70% +8.75%

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 23 May 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
Contractor Hourly Rate Histogram in the North West

The hourly rate distribution of IT jobs citing Data Migration in the North West over the 6 months to 23 May 2018.

Contractor hourly rate histogram 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 23 May 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 -17 45 £378 -5.63% 4
Cheshire +12 36 £410 -1.80% 3
Lancashire -32 10 - - 1
Merseyside +14 2 £475 +46.15%
Data Migration
England

For the 6 months to 23 May 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.

1 105 (100.00%) Migration
2 39 (37.14%) Oracle
3 34 (32.38%) SQL
4 30 (28.57%) Finance
5 17 (16.19%) System Testing
6 16 (15.24%) User Acceptance Testing
6 16 (15.24%) Agile Software Development
6 16 (15.24%) ETL
7 15 (14.29%) PL/SQL
8 14 (13.33%) Business Process Mapping
9 13 (12.38%) CRM
9 13 (12.38%) Stakeholder Management
9 13 (12.38%) Oracle EBS
10 12 (11.43%) Data Management
11 11 (10.48%) Security Cleared
11 11 (10.48%) SQL Server
11 11 (10.48%) Microsoft
12 10 (9.52%) Project Management
12 10 (9.52%) Oracle EBS R12
13 9 (8.57%) SC Cleared
13 9 (8.57%) Test Automation
13 9 (8.57%) Oracle Fusion
13 9 (8.57%) Waterfall
13 9 (8.57%) Refactoring
13 9 (8.57%) Scrum
13 9 (8.57%) Workflow
13 9 (8.57%) Oracle Applications
13 9 (8.57%) SAP
14 8 (7.62%) ERP
14 8 (7.62%) Management Information System

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 6 (5.71%) Confluence
2 5 (4.76%) SharePoint
3 4 (3.81%) CMS
3 4 (3.81%) SharePoint 2013
4 3 (2.86%) TPMS
5 2 (1.90%) SAS
6 1 (0.95%) Apache
6 1 (0.95%) Apache Spark
6 1 (0.95%) Oracle Workflow
Applications
1 5 (4.76%) Microsoft Excel
2 3 (2.86%) Microsoft PowerPoint
3 2 (1.90%) Microsoft Office
4 1 (0.95%) Spreadsheet
Business Applications
1 13 (12.38%) Oracle EBS
2 10 (9.52%) Oracle EBS R12
3 9 (8.57%) Oracle Applications
4 5 (4.76%) Dynamics CRM
5 4 (3.81%) Oracle Internet Expenses
6 3 (2.86%) Oracle Financials
6 3 (2.86%) Oracle Payables
6 3 (2.86%) Oracle Receivables
6 3 (2.86%) Unit4 Business World
7 2 (1.90%) Dynamics AX
7 2 (1.90%) Oracle Assets
7 2 (1.90%) Oracle General Ledger
8 1 (0.95%) HFM
8 1 (0.95%) Oracle Cash Management
8 1 (0.95%) Oracle CRM
8 1 (0.95%) Oracle iProcurement
8 1 (0.95%) SAP CO
8 1 (0.95%) SAP FI
8 1 (0.95%) SAP FI/CO
8 1 (0.95%) SAP MDG
Cloud Services
1 6 (5.71%) GitHub
1 6 (5.71%) Microsoft Azure
1 6 (5.71%) Taleo
2 5 (4.76%) Office 365
3 4 (3.81%) Oracle Service Cloud
4 3 (2.86%) BrowserStack
5 1 (0.95%) Dynamics 365
Communications & Networking
1 2 (1.90%) iSCSI
1 2 (1.90%) SAN
1 2 (1.90%) SMS
Database & Business Intelligence
1 11 (10.48%) SQL Server
2 7 (6.67%) Data Warehouse
3 6 (5.71%) SQL Server Integration Services
4 4 (3.81%) EDRMS
4 4 (3.81%) Relational Database
5 3 (2.86%) BusinessObjects
5 3 (2.86%) IDMS
5 3 (2.86%) MongoDB
5 3 (2.86%) NoSQL
5 3 (2.86%) Oracle Reports
5 3 (2.86%) RDBMS
5 3 (2.86%) SQL Server Reporting Services
6 2 (1.90%) Apache Hive
6 2 (1.90%) Hadoop
6 2 (1.90%) HBase
6 2 (1.90%) Oracle Database
6 2 (1.90%) Pentaho
6 2 (1.90%) PostgreSQL
6 2 (1.90%) SAP BW
6 2 (1.90%) SQL Server 2012
Development Applications
1 7 (6.67%) JIRA
2 6 (5.71%) Gatling
2 6 (5.71%) Jenkins
2 6 (5.71%) JMeter
2 6 (5.71%) Oracle APEX
2 6 (5.71%) Selenium
3 4 (3.81%) Visual Studio
4 2 (1.90%) ERwin
4 2 (1.90%) LSMW
5 1 (0.95%) Oracle Forms
General
1 30 (28.57%) Finance
2 6 (5.71%) Banking
3 5 (4.76%) Retail
4 4 (3.81%) Telecoms
5 3 (2.86%) Billing
6 2 (1.90%) German Language
6 2 (1.90%) Manufacturing
6 2 (1.90%) Retail Banking
7 1 (0.95%) Aerospace
7 1 (0.95%) French Language
7 1 (0.95%) Local Government
7 1 (0.95%) Pharmaceutical
Job Titles
1 26 (24.76%) Consultant
2 25 (23.81%) Analyst
3 18 (17.14%) Data Analyst
4 17 (16.19%) Oracle Consultant
5 12 (11.43%) Migration Analyst
5 12 (11.43%) Project Manager
6 11 (10.48%) Data Migration Analyst
7 10 (9.52%) Developer
7 10 (9.52%) Functional Consultant
7 10 (9.52%) Tester
8 9 (8.57%) Migration Consultant
9 8 (7.62%) Oracle Functional Consultant
10 7 (6.67%) Cloud Consultant
11 6 (5.71%) Automation Tester
11 6 (5.71%) Data Migration Manager
11 6 (5.71%) Migration Manager
12 5 (4.76%) Data Consultant
12 5 (4.76%) Data Migration Consultant
12 5 (4.76%) QA Tester
13 4 (3.81%) Service Analyst
Libraries, Frameworks & Software Standards
1 9 (8.57%) Oracle Fusion
2 6 (5.71%) .NET
3 5 (4.76%) ASP.NET
4 4 (3.81%) ASP.NET MVC
5 3 (2.86%) REST
5 3 (2.86%) XML
6 1 (0.95%) .NET Framework
6 1 (0.95%) Flash
6 1 (0.95%) JSON
Miscellaneous
1 8 (7.62%) Management Information System
2 4 (3.81%) Algorithms
2 4 (3.81%) Analytical Skills
2 4 (3.81%) User Experience
3 3 (2.86%) Mainframe
4 2 (1.90%) Data Centre
4 2 (1.90%) Enterprise Software
5 1 (0.95%) Clustering
5 1 (0.95%) Data Structures
5 1 (0.95%) EMC VMAX
5 1 (0.95%) Greenfield Project
5 1 (0.95%) PMI
5 1 (0.95%) Self-Motivation
Operating Systems
1 6 (5.71%) Unix
2 3 (2.86%) VME
2 3 (2.86%) Windows
2 3 (2.86%) Windows Server
3 1 (0.95%) Windows Server 2012
Processes & Methodologies
1 105 (100.00%) Migration
2 17 (16.19%) System Testing
3 16 (15.24%) Agile Software Development
3 16 (15.24%) ETL
3 16 (15.24%) User Acceptance Testing
4 14 (13.33%) Business Process Mapping
5 13 (12.38%) CRM
5 13 (12.38%) Stakeholder Management
6 12 (11.43%) Data Management
7 10 (9.52%) Project Management
8 9 (8.57%) Refactoring
8 9 (8.57%) Scrum
8 9 (8.57%) Test Automation
8 9 (8.57%) Waterfall
8 9 (8.57%) Workflow
9 8 (7.62%) Asset Management
9 8 (7.62%) ERP
9 8 (7.62%) Kanban
9 8 (7.62%) Regression Testing
10 7 (6.67%) Business Intelligence
Programming Languages
1 34 (32.38%) SQL
2 15 (14.29%) PL/SQL
3 6 (5.71%) C#
4 5 (4.76%) PowerShell
5 4 (3.81%) JavaScript
5 4 (3.81%) T-SQL
6 3 (2.86%) COBOL
6 3 (2.86%) Java
7 2 (1.90%) C
7 2 (1.90%) Shell Script
7 2 (1.90%) VB.NET
8 1 (0.95%) Python
Qualifications
1 11 (10.48%) Security Cleared
2 9 (8.57%) SC Cleared
3 2 (1.90%) PMI Certification
4 1 (0.95%) MCSA
4 1 (0.95%) MCSE
4 1 (0.95%) Microsoft Certification
4 1 (0.95%) PMP
Quality Assurance & Compliance
1 8 (7.62%) QA
2 4 (3.81%) Data Quality
3 2 (1.90%) GDPR
4 1 (0.95%) Dodd-Frank
4 1 (0.95%) EMIR
4 1 (0.95%) MiFID
System Software
1 4 (3.81%) Docker
2 2 (1.90%) Hyper-V
Systems Management
1 1 (0.95%) NetBackup
1 1 (0.95%) Tivoli Storage Manager
Vendors
1 39 (37.14%) Oracle
2 11 (10.48%) Microsoft
3 9 (8.57%) SAP
4 5 (4.76%) Salesforce.com
5 3 (2.86%) CA
5 3 (2.86%) Micro Focus
6 2 (1.90%) Brocade
6 2 (1.90%) Cisco
6 2 (1.90%) Dell
6 2 (1.90%) EMC
6 2 (1.90%) EqualLogic
6 2 (1.90%) Hyperion
6 2 (1.90%) IBM
6 2 (1.90%) Informatica
6 2 (1.90%) NetApp
6 2 (1.90%) Tableau
6 2 (1.90%) Workday
7 1 (0.95%) Google
7 1 (0.95%) hybris
7 1 (0.95%) IFS