Period
to 19 September 2018

The following table provides summary statistics for contract job vacancies advertised in the West Midlands with a requirement for Data Cleansing skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Cleansing over the 6 months to 19 September 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 Cleansing (Data Cleaning, Data Scrubbing)
England > West Midlands
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 190 153 190
Rank change year-on-year -37 +37 -43
Contract jobs citing Data Cleansing 13 28 18
As % of all contract IT jobs advertised in the West Midlands 0.25% 0.62% 0.29%
As % of the Processes & Methodologies category 0.30% 0.74% 0.35%
Number of daily rates quoted 7 19 16
West Midlands median daily rate £475 £340 £475
Median daily rate % change year-on-year +39.71% -28.42% +46.15%
10th Percentile £403 £181 £335
90th Percentile £535 £470 £675
England median daily rate £425 £425 £413
% change year-on-year - +3.03% +10.00%
Number of hourly rates quoted 2 2 0
West Midlands median hourly rate £11.50 £13.56 -
Median hourly rate % change year-on-year -15.21% - -
England median hourly rate £17.00 £18.00 £16.00
% change year-on-year -5.56% +12.50% -15.79%

Data Cleansing 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 West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Contract vacancies with a requirement for process or methodology skills 4,313 3,784 5,163
As % of all contract IT jobs advertised in the West Midlands 83.91% 83.81% 83.80%
Number of daily rates quoted 2,567 2,388 3,061
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £267 £250 £243
90th Percentile £575 £544 £550
England median daily rate £465 £450 £425
% change year-on-year +3.33% +5.88% +3.03%
Number of hourly rates quoted 205 142 120
West Midlands median hourly rate £15.00 £22.00 £18.00
Median hourly rate % change year-on-year -31.82% +22.22% -18.18%
10th Percentile £11.00 £11.25 £10.75
90th Percentile £35.00 £52.40 £40.00
England median hourly rate £21.00 £23.14 £23.00
% change year-on-year -9.25% +0.61% +4.55%

Data Cleansing
Job Vacancy Trend in the West Midlands

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Data Cleansing in the West Midlands

Data Cleansing
Contractor Daily Rate Trend in the West Midlands

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

Contractor daily rate trend for Data Cleansing in the West Midlands

Data Cleansing
Contractor Daily Rate Histogram in the West Midlands

The daily rate distribution of IT jobs citing Data Cleansing in the West Midlands over the 6 months to 19 September 2018.

Contractor daily rate histogram for Data Cleansing in the West Midlands

Data Cleansing
Contractor Hourly Rate Trend in the West Midlands

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

Contractor hourly rate trend for Data Cleansing 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 6 months to 19 September 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
Birmingham -14 4 £463 +36.03% 4
Warwickshire +2 3 £475 +30.14%
Staffordshire - 1 - -
Data Cleansing
England

For the 6 months to 19 September 2018, IT contractor jobs citing Data Cleansing 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 West Midlands region with a requirement for Data Cleansing.

1 7 (53.85%) Migration
1 7 (53.85%) Data Migration
2 5 (38.46%) SQL
3 4 (30.77%) Oracle
4 3 (23.08%) Data Analysis
4 3 (23.08%) SAP
4 3 (23.08%) ETL
4 3 (23.08%) PL/SQL
4 3 (23.08%) Agile Software Development
5 2 (15.38%) Greenfield Project
5 2 (15.38%) PRINCE2 Certification
5 2 (15.38%) SMS
5 2 (15.38%) Business Intelligence
5 2 (15.38%) CRM
5 2 (15.38%) Data Warehouse
5 2 (15.38%) PRINCE2
5 2 (15.38%) Data Mapping
5 2 (15.38%) Waterfall
5 2 (15.38%) SAP Data Services
6 1 (7.69%) Business Transformation
6 1 (7.69%) Jenkins
6 1 (7.69%) Metadata Management
6 1 (7.69%) Oracle Database 12c
6 1 (7.69%) Oracle Database
6 1 (7.69%) Performance Tuning
6 1 (7.69%) Analytical Skills
6 1 (7.69%) ANSI SQL
6 1 (7.69%) Defect Management
6 1 (7.69%) Power BI
6 1 (7.69%) Marketing

Data Cleansing
Co-occurring 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 1 (7.69%) Confluence
1 1 (7.69%) SharePoint
Applications
1 1 (7.69%) Microsoft Excel
1 1 (7.69%) Microsoft PowerPoint
Business Applications
1 1 (7.69%) Dynamics CRM
1 1 (7.69%) SAP CRM
Cloud Services
1 1 (7.69%) Dynamics 365
Communications & Networking
1 2 (15.38%) SMS
Database & Business Intelligence
1 2 (15.38%) Data Warehouse
1 2 (15.38%) SAP Data Services
2 1 (7.69%) Oracle Database
2 1 (7.69%) Oracle Database 11g
2 1 (7.69%) Oracle Database 12c
2 1 (7.69%) Oracle Reports
2 1 (7.69%) Power BI
2 1 (7.69%) SQL Server
2 1 (7.69%) SQL Server 2008
2 1 (7.69%) SQL Server Integration Services
Development Applications
1 1 (7.69%) Jenkins
General
1 1 (7.69%) Finance
1 1 (7.69%) Marketing
Job Titles
1 4 (30.77%) Developer
2 3 (23.08%) Project Manager
3 2 (15.38%) Consultant
3 2 (15.38%) Data Consultant
3 2 (15.38%) Data Migration Consultant
3 2 (15.38%) Migration Consultant
3 2 (15.38%) SAP Developer
4 1 (7.69%) Business Intelligence Developer
4 1 (7.69%) Data Analyst
4 1 (7.69%) Data Manager
4 1 (7.69%) Data Migration Manager
4 1 (7.69%) DBA
4 1 (7.69%) ETL Developer
4 1 (7.69%) Migration Project Manager
4 1 (7.69%) Oracle Developer
4 1 (7.69%) Oracle ETL Developer
4 1 (7.69%) PL/SQL Developer
4 1 (7.69%) Software Project Manager
4 1 (7.69%) SQL DBA
4 1 (7.69%) SQL Developer
Miscellaneous
1 2 (15.38%) Greenfield Project
2 1 (7.69%) Analytical Skills
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) Unix
Processes & Methodologies
1 7 (53.85%) Data Migration
1 7 (53.85%) Migration
2 3 (23.08%) Agile Software Development
2 3 (23.08%) Data Analysis
2 3 (23.08%) ETL
3 2 (15.38%) Business Intelligence
3 2 (15.38%) CRM
3 2 (15.38%) Data Mapping
3 2 (15.38%) PRINCE2
3 2 (15.38%) Waterfall
4 1 (7.69%) Data Architecture
4 1 (7.69%) Data Entry
4 1 (7.69%) Data Management
4 1 (7.69%) Data Modelling
4 1 (7.69%) ERP
4 1 (7.69%) Integration Testing
4 1 (7.69%) Programme Management
4 1 (7.69%) Stakeholder Engagement
4 1 (7.69%) Stakeholder Management
4 1 (7.69%) Visualisation
Programming Languages
1 5 (38.46%) SQL
2 3 (23.08%) PL/SQL
3 1 (7.69%) ANSI SQL
3 1 (7.69%) T-SQL
Qualifications
1 2 (15.38%) PRINCE2 Certification
2 1 (7.69%) Security Cleared
Quality Assurance & Compliance
1 1 (7.69%) QA
Vendors
1 4 (30.77%) Oracle
2 3 (23.08%) SAP
3 1 (7.69%) Microsoft
3 1 (7.69%) Progress
3 1 (7.69%) Salesforce.com