The table below looks at the statistics for Data Transformation 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 Transformation over the 3 months to 9 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
9 Dec 2016
Same period 2015 Same period 2014
Data Transformation
Rank 145 148 133
Rank change year-on-year
+3 -15
Contract jobs citing Data Transformation 6 9 7
As % of all contract IT jobs located in the North West 0.19% 0.22% 0.21%
As % of the Processes & Methodologies category 0.23% 0.27% 0.28%
Number of daily rates quoted 4 5 2
Median daily rate £625 £475 £350
Median daily rate % change year-on-year
+31.57% +35.71%
UK excluding London median daily rate £434 £475 £400
% change year-on-year
-8.55% +18.75%
Number of hourly rates quoted 0 0 3
Median hourly rate - - £31.40
UK excluding London median hourly rate £89.38 - £28.25
Data Transformation
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
2638 3284 2521
As % of all contract IT jobs located in the North West 83.91% 79.48% 77.33%
Number of daily rates quoted 1770 1995 1498
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 61 128 107
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 £14.46 £12.35 £13.50
10% offered a hourly rate of more than £44.70 £47.71 £45.00
UK excluding London median hourly rate £30.25 £34.00 £25.00
% change year-on-year
-11.02% +36.00%

Data Transformation
Jobs Demand Trend in the North West

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

Data Transformation Jobs Demand Trend in the North West

Data Transformation
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 Transformation across the North West region.

Data Transformation Daily Rate Trend in the North West

Data Transformation
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation across the North West region over the 3 months to 9 December 2016.

Data Transformation Daily Rate Histogram in the North West

Data Transformation
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 Transformation across the North West region.

Data Transformation Hourly Rate Trend in the North West

Data Transformation
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 Transformation within the North West region over the 3 months to 9 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
Merseyside - 3 £650 -
Manchester 0 2 £425 -
Cumbria - 1 - -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in the North West

For the 6 months to 9 December 2016, IT contractor jobs citing Data Transformation 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 Transformation.

1 19 (79.17%) Migration
1 19 (79.17%) Data Migration
2 15 (62.50%) Oracle
3 11 (45.83%) SC Cleared
3 11 (45.83%) Security Cleared
4 6 (25.00%) Oracle Reports
4 6 (25.00%) Finance
5 5 (20.83%) SQL
5 5 (20.83%) Informatica
6 4 (16.67%) ETL
6 4 (16.67%) Analytical Skills
7 3 (12.50%) Data Structures
7 3 (12.50%) Operational Acceptance Testing
7 3 (12.50%) System Integration Testing
7 3 (12.50%) Data Mapping
7 3 (12.50%) SAP HR
7 3 (12.50%) SAP
7 3 (12.50%) XML
7 3 (12.50%) Unix
7 3 (12.50%) BAPI
7 3 (12.50%) Data Cleansing
7 3 (12.50%) User Acceptance Testing
7 3 (12.50%) Unit Testing
7 3 (12.50%) Banking
7 3 (12.50%) LSMW
8 2 (8.33%) Business Analysis
8 2 (8.33%) SQL Server Integration Services
8 2 (8.33%) Oracle ODI
8 2 (8.33%) Data Validation
8 2 (8.33%) Validation

Data Transformation
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:

Business Applications
1 3 (12.50%) SAP HR
2 1 (4.17%) Oracle EBS
Database & Business Intelligence
1 6 (25.00%) Oracle Reports
2 2 (8.33%) Oracle ODI
2 2 (8.33%) SQL Server
2 2 (8.33%) SQL Server Integration Services
3 1 (4.17%) Data Warehouse
3 1 (4.17%) Relational Database
3 1 (4.17%) SQL Server 2008
3 1 (4.17%) SQL Server 2014
3 1 (4.17%) SQL Server Analysis Services
3 1 (4.17%) SQL Server Reporting Services
Development Applications
1 3 (12.50%) LSMW
General
1 6 (25.00%) Finance
2 3 (12.50%) Banking
3 1 (4.17%) Billing
Job Titles
1 10 (41.67%) Data Migration Lead
2 5 (20.83%) Consultant
2 5 (20.83%) Developer
3 3 (12.50%) Informatica Consultant
3 3 (12.50%) Oracle Consultant
4 2 (8.33%) Analyst
4 2 (8.33%) Data Consultant
4 2 (8.33%) Data Migration Developer
4 2 (8.33%) Data Migration Specialist
4 2 (8.33%) Migration Specialist
4 2 (8.33%) Oracle Developer
4 2 (8.33%) SAP Data Migration Specialist
5 1 (4.17%) Agile Business Analyst
5 1 (4.17%) Digital Analyst
5 1 (4.17%) Digital Business Analyst
5 1 (4.17%) HR Manager
5 1 (4.17%) SQL Analyst
5 1 (4.17%) SQL Server Analyst
5 1 (4.17%) SSIS Analyst
5 1 (4.17%) SSIS Developer
Libraries, Frameworks & Software Standards
1 3 (12.50%) BAPI
1 3 (12.50%) XML
2 1 (4.17%) MDX
Miscellaneous
1 4 (16.67%) Analytical Skills
2 3 (12.50%) Data Structures
3 1 (4.17%) Data Extraction
Operating Systems
1 3 (12.50%) Unix
Processes & Methodologies
1 19 (79.17%) Data Migration
1 19 (79.17%) Migration
2 4 (16.67%) ETL
3 3 (12.50%) Data Cleansing
3 3 (12.50%) Data Mapping
3 3 (12.50%) Operational Acceptance Testing
3 3 (12.50%) System Integration Testing
3 3 (12.50%) Unit Testing
3 3 (12.50%) User Acceptance Testing
4 2 (8.33%) Business Analysis
4 2 (8.33%) Business Intelligence
4 2 (8.33%) Data Validation
4 2 (8.33%) ERP
4 2 (8.33%) Validation
5 1 (4.17%) CRM
5 1 (4.17%) Data Modelling
5 1 (4.17%) Scrum
5 1 (4.17%) Software Testing
5 1 (4.17%) Stakeholder Management
5 1 (4.17%) Workflow
Programming Languages
1 5 (20.83%) SQL
2 1 (4.17%) T-SQL
Qualifications
1 11 (45.83%) SC Cleared
1 11 (45.83%) Security Cleared
2 1 (4.17%) ISEB
2 1 (4.17%) ISTQB
2 1 (4.17%) ISTQB Foundation Certification
Vendors
1 15 (62.50%) Oracle
2 5 (20.83%) Informatica
3 3 (12.50%) SAP