The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the West Midlands region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 31 May 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
31 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 137 99 111
Rank change year-on-year
-38 +12
Contract jobs citing Data Cleansing 5 25 7
As % of all contract IT jobs located in the West Midlands 0.18% 1.00% 0.30%
As % of the Processes & Methodologies category 0.22% 1.31% 0.40%
Number of daily rates quoted 2 17 3
Median daily rate £493 £338 £375
Median daily rate % change year-on-year
+45.92% -10.00%
90% offered a daily rate of more than £327 £306 £285
10% offered a daily rate of more than £659 £575 £395
UK excluding London median daily rate £425 £375 £375
% change year-on-year
+13.33% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.00 £33.67 £15.00
% change year-on-year
-52.47% +124.43%
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 West Midlands region.

Processes & Methodologies Category
West Midlands
Contract IT job ads with a match in the
Processes & Methodologies category
2325 1909 1755
As % of all contract IT jobs located in the West Midlands 81.64% 76.54% 75.26%
Number of daily rates quoted 1340 1191 925
Median daily rate £400 £375 £370
Median daily rate % change year-on-year
+6.66% +1.35%
90% offered a daily rate of more than £260 £250 £250
10% offered a daily rate of more than £525 £525 £500
UK excluding London median daily rate £400 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 51 88 112
Median hourly rate £18.50 £27.75 £35.00
Median hourly rate % change year-on-year
-33.33% -20.71%
90% offered a hourly rate of more than £11.00 £16.00 £13.00
10% offered a hourly rate of more than £42.50 £40.00 £37.80
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

Data Cleansing
Jobs Demand Trend in the West Midlands

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

Data Cleansing Jobs Demand Trend in the West Midlands

Data Cleansing
Daily Rate Trend in the West Midlands

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

Data Cleansing Daily Rate Trend in the West Midlands

Data Cleansing
Daily Rate Histogram in the West Midlands

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the West Midlands region over the 3 months to 31 May 2016.

Data Cleansing Daily Rate Histogram in the West Midlands

Data Cleansing
Hourly Rate Trend in the West Midlands

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

Data Cleansing Hourly Rate Trend in the West Midlands

Data Cleansing
Contract Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Cleansing within the West Midlands region over the 3 months to 31 May 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
Coventry - 2 £493 -
Staffordshire - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the West Midlands

For the 6 months to 31 May 2016, IT contractor jobs citing Data Cleansing 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 West Midlands region with a requirement for Data Cleansing.

1 25 (69.44%) Migration
2 22 (61.11%) Data Migration
3 19 (52.78%) SQL
4 16 (44.44%) Data Quality
5 13 (36.11%) ETL
6 12 (33.33%) Data Mapping
7 11 (30.56%) Data Analysis
8 9 (25.00%) MS Excel
9 8 (22.22%) Data Modelling
9 8 (22.22%) Microsoft
10 7 (19.44%) Finance
10 7 (19.44%) Oracle
11 6 (16.67%) SQL Server
11 6 (16.67%) T-SQL
11 6 (16.67%) XML
11 6 (16.67%) Manufacturing
11 6 (16.67%) Data Structures
12 5 (13.89%) PRINCE2
13 4 (11.11%) Validation
13 4 (11.11%) Agile Software Development
13 4 (11.11%) Systems Analysis
13 4 (11.11%) Business Analysis
13 4 (11.11%) Line Management
13 4 (11.11%) Data Reconciliation
14 3 (8.33%) Relational Database
14 3 (8.33%) Analytical Skills
14 3 (8.33%) SQL Server Integration Services
14 3 (8.33%) QA
14 3 (8.33%) User Acceptance Testing
14 3 (8.33%) Security Cleared

Data Cleansing
Top Related IT Skills in the West Midlands 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 2 (5.56%) BizTalk Server
1 2 (5.56%) FileNet
1 2 (5.56%) SharePoint
1 2 (5.56%) WebLogic
Applications
1 9 (25.00%) MS Excel
2 3 (8.33%) Spreadsheet
3 1 (2.78%) MS Office
3 1 (2.78%) MS PowerPoint
Business Applications
1 2 (5.56%) Oracle BPM
Cloud Services
1 2 (5.56%) Google Cloud Platform
Communications & Networking
1 1 (2.78%) Extranet
Database & Business Intelligence
1 6 (16.67%) SQL Server
2 3 (8.33%) BusinessObjects
2 3 (8.33%) Relational Database
2 3 (8.33%) SQL Server Integration Services
3 2 (5.56%) Big Data
3 2 (5.56%) BusinessObjects Web Intelligence
3 2 (5.56%) Data Warehouse
3 2 (5.56%) MS Access
3 2 (5.56%) Xcelsius
General
1 7 (19.44%) Finance
2 6 (16.67%) Manufacturing
3 2 (5.56%) Local Government
4 1 (2.78%) Retail
Job Titles
1 15 (41.67%) Analyst
2 13 (36.11%) Data Analyst
3 8 (22.22%) Data Migration Analyst
3 8 (22.22%) Migration Analyst
4 7 (19.44%) Programme Manager
5 5 (13.89%) Business Analyst
6 4 (11.11%) Data Business Analyst
6 4 (11.11%) Data Migration Specialist
6 4 (11.11%) Migration Specialist
7 3 (8.33%) Consultant
7 3 (8.33%) Data Manager
8 2 (5.56%) Architect
8 2 (5.56%) Business Developer
8 2 (5.56%) Business Intelligence Developer
8 2 (5.56%) Business Objects Developer
8 2 (5.56%) Developer
8 2 (5.56%) Finance Business Analyst
8 2 (5.56%) Financial Business Analyst
8 2 (5.56%) Migration Consultant
8 2 (5.56%) Service Analyst
Libraries, Frameworks & Software Standards
1 6 (16.67%) XML
2 2 (5.56%) Middleware
2 2 (5.56%) Oracle Fusion
2 2 (5.56%) WebCenter
Miscellaneous
1 6 (16.67%) Data Structures
2 3 (8.33%) Analytical Skills
3 2 (5.56%) Data Integration
3 2 (5.56%) NHS
3 2 (5.56%) Visualisation
4 1 (2.78%) Management Information System
Processes & Methodologies
1 25 (69.44%) Migration
2 22 (61.11%) Data Migration
3 13 (36.11%) ETL
4 12 (33.33%) Data Mapping
5 11 (30.56%) Data Analysis
6 8 (22.22%) Data Modelling
7 5 (13.89%) PRINCE2
8 4 (11.11%) Agile Software Development
8 4 (11.11%) Business Analysis
8 4 (11.11%) Data Reconciliation
8 4 (11.11%) Line Management
8 4 (11.11%) Systems Analysis
8 4 (11.11%) Validation
9 3 (8.33%) Data Management
9 3 (8.33%) Risk Management
9 3 (8.33%) Stakeholder Management
9 3 (8.33%) User Acceptance Testing
10 2 (5.56%) BPEL
10 2 (5.56%) Business Intelligence
10 2 (5.56%) Process Management
Programming Languages
1 19 (52.78%) SQL
2 6 (16.67%) T-SQL
3 2 (5.56%) Java
4 1 (2.78%) PL/SQL
Qualifications
1 3 (8.33%) Security Cleared
2 2 (5.56%) SC Cleared
3 1 (2.78%) PRINCE2 Certification
Quality Assurance & Compliance
1 16 (44.44%) Data Quality
2 3 (8.33%) QA
3 2 (5.56%) GCP
4 1 (2.78%) Disclosure Scotland
Vendors
1 8 (22.22%) Microsoft
2 7 (19.44%) Oracle
3 3 (8.33%) Salesforce.com
3 3 (8.33%) SAP
4 2 (5.56%) Google
4 2 (5.56%) IBM
4 2 (5.56%) Informatica
4 2 (5.56%) Tableau
5 1 (2.78%) Cognos