The table below looks at the statistics for Data Migration skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Migration over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Migration
Rank 63 71 78
Rank change year-on-year
+8 +7
Contract jobs citing Data Migration 90 91 67
As % of all contract IT jobs located in the North West 2.83% 2.19% 2.06%
As % of the Processes & Methodologies category 3.37% 2.75% 2.66%
Number of daily rates quoted 56 51 37
Median daily rate £450 £413 £351
Median daily rate % change year-on-year
+9.09% +17.68%
90% offered a daily rate of more than £250 £275 £217
10% offered a daily rate of more than £600 £525 £634
UK excluding London median daily rate £425 £400 £375
% change year-on-year
+6.25% +6.66%
Number of hourly rates quoted 0 5 5
Median hourly rate - £13.00 £15.00
Median hourly rate % change year-on-year
- -13.33%
UK excluding London median hourly rate £15.25 £15.25 £15.13
% change year-on-year
- +0.82%
Data Migration
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2669 3305 2519
As % of all contract IT jobs located in the North West 83.90% 79.56% 77.29%
Number of daily rates quoted 1781 2013 1494
Median daily rate £413 £413 £375
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £575 £600 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 60 128 106
Median hourly rate £27.50 £30.15 £27.50
Median hourly rate % change year-on-year
-8.78% +9.63%
90% offered a hourly rate of more than £14.54 £12.35 £13.50
10% offered a hourly rate of more than £45.40 £47.71 £45.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Data Migration
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West region citing Data Migration as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Migration Jobs Demand Trend in the North West

Data Migration
Daily Rate Trend in the North West

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

Data Migration Daily Rate Trend in the North West

Data Migration
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Migration across the North West region over the 3 months to 8 December 2016.

Data Migration Daily Rate Histogram in the North West

Data Migration
Hourly Rate Trend in the North West

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

Data Migration Hourly Rate Trend 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 3 months to 8 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +1 47 £450 - 4
Cheshire +21 19 £475 +11.76% 3
Merseyside +7 15 £333 -11.33%
Cumbria +17 3 £715 -
Lancashire -6 3 £413 +17.85% 1
Data Migration
England

Data Migration
Top 30 Related IT Skills in the North West

For the 6 months to 8 December 2016, IT contractor jobs citing Data Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the North West region with a requirement for Data Migration.

1 167 (100.00%) Migration
2 49 (29.34%) Oracle
3 35 (20.96%) SC Cleared
3 35 (20.96%) Security Cleared
4 33 (19.76%) Finance
5 31 (18.56%) SQL
6 30 (17.96%) Agile Software Development
7 28 (16.77%) ETL
8 26 (15.57%) SQL Server
9 23 (13.77%) SAP
10 19 (11.38%) Data Transformation
11 18 (10.78%) Stakeholder Management
11 18 (10.78%) .NET
12 17 (10.18%) Java
12 17 (10.18%) JavaScript
13 16 (9.58%) TDD
13 16 (9.58%) Validation
14 15 (8.98%) Microsoft
14 15 (8.98%) Data Structures
15 14 (8.38%) Scrum
15 14 (8.38%) JIRA
16 13 (7.78%) Degree
16 13 (7.78%) CRM
16 13 (7.78%) Python
16 13 (7.78%) Project Management
16 13 (7.78%) Data Quality
16 13 (7.78%) AngularJS
17 12 (7.19%) BDD
17 12 (7.19%) Data Centre
17 12 (7.19%) Oracle Reports

Data Migration
Top Related 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 10 (5.99%) GeoServer
2 6 (3.59%) SAS
3 5 (2.99%) BizTalk Server
4 1 (0.60%) CMS
4 1 (0.60%) ColdFusion
4 1 (0.60%) Oracle SOA Suite
4 1 (0.60%) SharePoint
4 1 (0.60%) SharePoint 2010
4 1 (0.60%) Tuxedo
Applications
1 10 (5.99%) MS Excel
2 3 (1.80%) MS Office
3 2 (1.20%) MS PowerPoint
3 2 (1.20%) MS Visio
4 1 (0.60%) Mingle
Business Applications
1 10 (5.99%) Oracle EBS
2 7 (4.19%) Oracle EBS R12
3 6 (3.59%) Dynamics AX
4 5 (2.99%) Unit4 Business World
5 4 (2.40%) SAP MM
5 4 (2.40%) SAP PP
5 4 (2.40%) SAP SD
6 3 (1.80%) SAP HR
6 3 (1.80%) SAP MDM
7 2 (1.20%) Dynamics CRM
7 2 (1.20%) Oracle Payables
8 1 (0.60%) Oracle ERP
8 1 (0.60%) Oracle Procure-to-Pay
8 1 (0.60%) SAP CO
8 1 (0.60%) SAP FI
8 1 (0.60%) SAP FI/CO
8 1 (0.60%) SAP Oil and Gas
8 1 (0.60%) SAP QM
Cloud Services
1 10 (5.99%) Microsoft Azure
2 5 (2.99%) PaaS
3 4 (2.40%) Cloud Computing
4 3 (1.80%) Amazon AWS
4 3 (1.80%) SaaS
5 2 (1.20%) Azure Active Directory
6 1 (0.60%) Office 365
Communications & Networking
1 5 (2.99%) Firewall
2 4 (2.40%) Cisco ASA
2 4 (2.40%) LAN
2 4 (2.40%) WAN
3 3 (1.80%) Internet
4 2 (1.20%) Network Security
5 1 (0.60%) Ethernet
5 1 (0.60%) TCP/IP
Database & Business Intelligence
1 26 (15.57%) SQL Server
2 12 (7.19%) Oracle Reports
3 11 (6.59%) Oracle ODI
4 10 (5.99%) SQL Server Reporting Services
5 7 (4.19%) SQL Server Integration Services
6 6 (3.59%) Data Warehouse
6 6 (3.59%) SQL Server 2014
7 4 (2.40%) Big Data
7 4 (2.40%) Oracle Database
8 3 (1.80%) SQL Server Analysis Services
9 2 (1.20%) GIS
9 2 (1.20%) Relational Database
9 2 (1.20%) SAS Enterprise Guide
9 2 (1.20%) SQL Server 2012
10 1 (0.60%) Data Mining
10 1 (0.60%) DTS
10 1 (0.60%) PostgreSQL
10 1 (0.60%) SAS EBI
10 1 (0.60%) Spatial Data
10 1 (0.60%) SQL Server 2005
Development Applications
1 14 (8.38%) JIRA
2 11 (6.59%) Cucumber
3 10 (5.99%) Gradle
3 10 (5.99%) JBehave
3 10 (5.99%) Maven
4 4 (2.40%) Git (software)
5 3 (1.80%) LSMW
5 3 (1.80%) Mercurial
5 3 (1.80%) Subversion
6 2 (1.20%) Oracle APEX
6 2 (1.20%) Visual Studio
7 1 (0.60%) Atlassian Bamboo
7 1 (0.60%) Jenkins
7 1 (0.60%) Selenium
7 1 (0.60%) SQL Server Management Studio (SSMS)
7 1 (0.60%) Talend Open Studio
General
1 33 (19.76%) Finance
2 10 (5.99%) Manufacturing
3 6 (3.59%) Retail
4 4 (2.40%) Billing
4 4 (2.40%) Pharmaceutical
5 2 (1.20%) Banking
5 2 (1.20%) General Ledger
5 2 (1.20%) Marketing
5 2 (1.20%) Telecoms
6 1 (0.60%) Advertising
6 1 (0.60%) Back Office
6 1 (0.60%) Electronics
6 1 (0.60%) Legal
6 1 (0.60%) Publishing
6 1 (0.60%) Retail Banking
Job Titles
1 33 (19.76%) Analyst
1 33 (19.76%) Developer
2 21 (12.57%) Project Manager
3 20 (11.98%) Data Migration Lead
3 20 (11.98%) Migration Manager
4 19 (11.38%) Architect
4 19 (11.38%) Consultant
4 19 (11.38%) Data Manager
5 18 (10.78%) Business Analyst
6 17 (10.18%) Data Migration Manager
7 11 (6.59%) Data Analyst
8 10 (5.99%) Data Consultant
8 10 (5.99%) Migration Project Manager
9 9 (5.39%) Migration Consultant
10 8 (4.79%) Data Migration Consultant
10 8 (4.79%) Data Migration Project Manager
11 7 (4.19%) Oracle Data Migration Manager
11 7 (4.19%) SAP Consultant
12 6 (3.59%) Data Architect
12 6 (3.59%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (10.78%) .NET
2 13 (7.78%) AngularJS
3 11 (6.59%) PostGIS
4 10 (5.99%) Leaflet
4 10 (5.99%) OpenLayers
5 8 (4.79%) Middleware
6 5 (2.99%) HTML
7 4 (2.40%) CSS
7 4 (2.40%) XML
8 3 (1.80%) Backbone.js
8 3 (1.80%) BAPI
8 3 (1.80%) Durandal
8 3 (1.80%) EJS
8 3 (1.80%) Jinja
8 3 (1.80%) jQuery
8 3 (1.80%) KnockoutJS
8 3 (1.80%) LESS
8 3 (1.80%) Pug
8 3 (1.80%) React
8 3 (1.80%) Sass
Miscellaneous
1 15 (8.98%) Data Structures
2 12 (7.19%) Data Centre
3 8 (4.79%) Analytical Skills
4 4 (2.40%) Data Conversion
4 4 (2.40%) Mainframe
4 4 (2.40%) User Experience
5 3 (1.80%) Clustering
5 3 (1.80%) Data Integration
5 3 (1.80%) Management Information System
6 2 (1.20%) Digital Media
6 2 (1.20%) Enterprise Software
6 2 (1.20%) HACMP
6 2 (1.20%) Learning Management System
6 2 (1.20%) Replication
7 1 (0.60%) Computer Science
7 1 (0.60%) Data Extraction
7 1 (0.60%) Mathematics
7 1 (0.60%) Mobile App
7 1 (0.60%) Private Cloud
7 1 (0.60%) Visualisation
Operating Systems
1 8 (4.79%) Windows
2 6 (3.59%) Unix
3 4 (2.40%) AIX
4 3 (1.80%) Linux
4 3 (1.80%) Windows Server
5 2 (1.20%) HPUX
5 2 (1.20%) Windows 7
6 1 (0.60%) Windows Server 2012
Processes & Methodologies
1 167 (100.00%) Migration
2 30 (17.96%) Agile Software Development
3 28 (16.77%) ETL
4 19 (11.38%) Data Transformation
5 18 (10.78%) Stakeholder Management
6 16 (9.58%) TDD
6 16 (9.58%) Validation
7 14 (8.38%) Scrum
8 13 (7.78%) CRM
8 13 (7.78%) Project Management
9 12 (7.19%) BDD
10 11 (6.59%) Business Intelligence
10 11 (6.59%) Data Modelling
11 10 (5.99%) Open Source
12 9 (5.39%) ERP
13 8 (4.79%) Analytics
13 8 (4.79%) Data Cleansing
14 7 (4.19%) E-Commerce
14 7 (4.19%) Mentoring
14 7 (4.19%) Resource Allocation
Programming Languages
1 31 (18.56%) SQL
2 17 (10.18%) Java
2 17 (10.18%) JavaScript
3 13 (7.78%) Python
4 10 (5.99%) T-SQL
5 9 (5.39%) C#
6 5 (2.99%) PHP
6 5 (2.99%) PL/SQL
7 3 (1.80%) Ruby
7 3 (1.80%) TypeScript
7 3 (1.80%) X++
8 1 (0.60%) C
8 1 (0.60%) COBOL
8 1 (0.60%) Shell Script
Qualifications
1 35 (20.96%) SC Cleared
1 35 (20.96%) Security Cleared
2 13 (7.78%) Degree
3 3 (1.80%) ISEB
4 2 (1.20%) CCNA
4 2 (1.20%) Cisco Certification
5 1 (0.60%) ISTQB
5 1 (0.60%) ISTQB Foundation Certification
5 1 (0.60%) ITIL Certification
Quality Assurance & Compliance
1 13 (7.78%) Data Quality
2 7 (4.19%) QA
System Software
1 2 (1.20%) Active Directory
1 2 (1.20%) GPFS
1 2 (1.20%) Oracle RAC
1 2 (1.20%) PowerHA
Systems Management
1 2 (1.20%) Data Guard
1 2 (1.20%) HP Quality Center
2 1 (0.60%) Ansible
Vendors
1 49 (29.34%) Oracle
2 23 (13.77%) SAP
3 15 (8.98%) Microsoft
4 10 (5.99%) ESRI
5 5 (2.99%) Civica
6 4 (2.40%) Cisco
6 4 (2.40%) Forcepoint
6 4 (2.40%) Informatica
6 4 (2.40%) Intel Security
6 4 (2.40%) SolarWinds
7 3 (1.80%) Micro Focus
8 2 (1.20%) Citrix
8 2 (1.20%) ForgeRock
8 2 (1.20%) HP
8 2 (1.20%) Saba
8 2 (1.20%) Sitecore
8 2 (1.20%) Teradata
8 2 (1.20%) VMware
9 1 (0.60%) Sony
9 1 (0.60%) Talend
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