The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the North West region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 11 February 2016 with a comparison to the same period in 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.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 142 135 121
Rank change year-on-year
-7 -14
Contract jobs citing Data Cleansing 16 6 12
As % of all contract IT jobs located in the North West 0.42% 0.18% 0.43%
As % of the Processes & Methodologies category 0.52% 0.24% 0.57%
Number of daily rates quoted 9 3 3
Average daily rate £325 £350 £300
Average daily rate % change year-on-year
-7.14% +16.66%
90% offered a daily rate of more than £276 £290 £252
10% offered a daily rate of more than £510 £370 £360
UK excluding London average daily rate £400 £388 £400
% change year-on-year
+3.22% -3.12%
Number of hourly rates quoted 0 1 0
Average hourly rate - £36.00 -
UK excluding London average hourly rate £13.50 £36.00 £17.00
% change year-on-year
-62.50% +111.76%
Data Cleansing
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
3059 2504 2089
As % of all contract IT jobs located in the North West 80.71% 76.55% 74.42%
Number of daily rates quoted 1876 1471 1065
Average daily rate £400 £388 £363
Average daily rate % change year-on-year
+3.22% +6.89%
90% offered a daily rate of more than £275 £275 £250
10% offered a daily rate of more than £550 £550 £525
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 119 100 111
Average hourly rate £38.00 £32.50 £33.00
Average hourly rate % change year-on-year
+16.92% -1.51%
90% offered a hourly rate of more than £16.50 £13.50 £13.00
10% offered a hourly rate of more than £53.00 £49.50 £46.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Data Cleansing
Jobs Demand Trend in the North West

This chart provides a 3-month moving total of IT contractor jobs citing Data Cleansing across the North West region as a proportion of the total demand within the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in the North West

Data Cleansing
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 Cleansing across the North West region.

Data Cleansing Daily Rate Trend in the North West

Data Cleansing
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the North West region over the 3 months to 11 February 2016.

Data Cleansing Daily Rate Histogram in the North West

Data Cleansing
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 Cleansing across the North West region.

Data Cleansing Hourly Rate Trend in the North West

Data Cleansing
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Cleansing within the North West region over the 3 months to 11 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -6 12 £300 -17.24% 4
Cheshire -5 3 £550 - 1
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 11 February 2016, IT contractor jobs across the North West region citing Data Cleansing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Cleansing.

1 20 (74.07%) Migration
2 18 (66.67%) Data Migration
3 15 (55.56%) Data Quality
4 11 (40.74%) SQL
4 11 (40.74%) SAP
5 10 (37.04%) ETL
6 9 (33.33%) Oracle
6 9 (33.33%) Data Analysis
7 8 (29.63%) Validation
7 8 (29.63%) SQL Server
7 8 (29.63%) T-SQL
8 7 (25.93%) Data Management
8 7 (25.93%) Data Extraction
9 6 (22.22%) QA
9 6 (22.22%) User Acceptance Testing
9 6 (22.22%) Oracle Database
9 6 (22.22%) Software Testing
10 5 (18.52%) Dynamics AX
10 5 (18.52%) Stakeholder Management
10 5 (18.52%) Toad
10 5 (18.52%) Microsoft
10 5 (18.52%) SAP Data Services
11 4 (14.81%) Data Governance
11 4 (14.81%) Waterfall
11 4 (14.81%) Test Management
11 4 (14.81%) Business Intelligence
11 4 (14.81%) MS Excel
11 4 (14.81%) Agile Software Development
12 3 (11.11%) Retail
12 3 (11.11%) Finance

Data Cleansing
Top Related IT Skills in the North West by Category

For the 6 months to 11 February 2016, IT contractor jobs across the North West region citing Data Cleansing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Cleansing. Up to 20 skills are shown per category.

Applications
1 4 (14.81%) MS Excel
2 3 (11.11%) MS PowerPoint
Business Applications
1 5 (18.52%) Dynamics AX
2 3 (11.11%) SAP SD
3 2 (7.41%) Oracle EBS
4 1 (3.70%) Oracle 11i
4 1 (3.70%) Oracle Applications
4 1 (3.70%) Oracle Financials
Database & Business Intelligence
1 8 (29.63%) SQL Server
2 6 (22.22%) Oracle Database
3 5 (18.52%) SAP Data Services
4 3 (11.11%) MS Access
4 3 (11.11%) Relational Database
4 3 (11.11%) SAP HANA
5 2 (7.41%) BODI
5 2 (7.41%) BusinessObjects
6 1 (3.70%) Oracle Reports
6 1 (3.70%) RDBMS
6 1 (3.70%) SQL Server 2008
6 1 (3.70%) SQL Server Analysis Services
6 1 (3.70%) SQL Server Integration Services
6 1 (3.70%) SQL Server Reporting Services
Development Applications
1 5 (18.52%) Toad
2 3 (11.11%) SQL Server Management Studio (SSMS)
2 3 (11.11%) Team Foundation Server
2 3 (11.11%) Visual Studio
General
1 3 (11.11%) Finance
1 3 (11.11%) Manufacturing
1 3 (11.11%) Retail
2 2 (7.41%) Pharmaceutical
2 2 (7.41%) Telecoms
3 1 (3.70%) Billing
Job Titles
1 14 (51.85%) Analyst
2 11 (40.74%) Data Analyst
3 9 (33.33%) Migration Analyst
4 8 (29.63%) Data Migration Analyst
5 5 (18.52%) Test Analyst
6 4 (14.81%) Consultant
6 4 (14.81%) Data Manager
6 4 (14.81%) Data Migration Tester
6 4 (14.81%) ETL Tester
6 4 (14.81%) Migration Consultant
6 4 (14.81%) Tester
7 3 (11.11%) Data Migration Consultant
7 3 (11.11%) ETL Analyst
7 3 (11.11%) SAP Consultant
7 3 (11.11%) SAP Data Consultant
7 3 (11.11%) SAP Data Migration Consultant
7 3 (11.11%) SAP Migration Consultant
7 3 (11.11%) SQL Analyst
7 3 (11.11%) SQL Data Analyst
7 3 (11.11%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 1 (3.70%) Grails
Miscellaneous
1 7 (25.93%) Data Extraction
2 3 (11.11%) Data Integration
3 1 (3.70%) Analytical Skills
3 1 (3.70%) Data Structures
3 1 (3.70%) Management Information System
3 1 (3.70%) NHS
Operating Systems
1 3 (11.11%) Windows
1 3 (11.11%) Windows Server 2012
Processes & Methodologies
1 20 (74.07%) Migration
2 18 (66.67%) Data Migration
3 10 (37.04%) ETL
4 9 (33.33%) Data Analysis
5 8 (29.63%) Validation
6 7 (25.93%) Data Management
7 6 (22.22%) Software Testing
7 6 (22.22%) User Acceptance Testing
8 5 (18.52%) Stakeholder Management
9 4 (14.81%) Agile Software Development
9 4 (14.81%) Business Intelligence
9 4 (14.81%) Data Governance
9 4 (14.81%) Test Management
9 4 (14.81%) Waterfall
10 3 (11.11%) Business Transformation
10 3 (11.11%) ERP
10 3 (11.11%) Kalman Filter
10 3 (11.11%) Technical Analysis
11 1 (3.70%) B2B
11 1 (3.70%) Project Management
Programming Languages
1 11 (40.74%) SQL
2 8 (29.63%) T-SQL
3 1 (3.70%) Groovy
3 1 (3.70%) Java
3 1 (3.70%) PL/SQL
3 1 (3.70%) VBA
Qualifications
1 2 (7.41%) Degree
Quality Assurance & Compliance
1 15 (55.56%) Data Quality
2 6 (22.22%) QA
3 1 (3.70%) Disclosure Scotland
System Software
1 2 (7.41%) Microsoft Virtual Server
Vendors
1 11 (40.74%) SAP
2 9 (33.33%) Oracle
3 5 (18.52%) Microsoft
North West
Lawrence Harvey Enterprise
Rate: £300 - £350 per day
Posted: 7 hours ago
Manchester, Lancashire
McGregor Boyall
Rate: £150 - £200 per day
Posted: Yesterday
Manchester
Mint
Rate: £400 - £500 per day
Posted: 24 days ago