Period
to 19 June 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 June 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 Jun 2018
Same period 2017 Same period 2016
Rank 171 147 173
Rank change year-on-year -24 +26 -35
Contract jobs citing Data Cleansing 19 28 25
As % of all contract IT jobs advertised in the West Midlands 0.39% 0.65% 0.45%
As % of the Processes & Methodologies category 0.47% 0.78% 0.53%
Number of daily rates quoted 10 18 17
West Midlands median daily rate £413 £341 £425
Median daily rate % change year-on-year +20.88% -19.71% +30.77%
10th Percentile £212 £140 £315
90th Percentile £509 £452 £605
England median daily rate £425 £425 £413
% change year-on-year - +3.03% -
Number of hourly rates quoted 2 1 0
West Midlands median hourly rate £11.50 £14.63 -
Median hourly rate % change year-on-year -21.37% - -
England median hourly rate £17.00 £16.31 £15.25
% change year-on-year +4.21% +6.97% -42.45%

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 4,064 3,573 4,675
As % of all contract IT jobs advertised in the West Midlands 83.07% 82.38% 83.54%
Number of daily rates quoted 2,472 2,213 2,684
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £265 £250 £237
90th Percentile £575 £538 £538
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 181 145 105
West Midlands median hourly rate £15.00 £21.50 £17.95
Median hourly rate % change year-on-year -30.23% +19.78% -21.96%
10th Percentile £11.00 £11.25 £10.73
90th Percentile £38.75 £47.25 £38.90
England median hourly rate £22.00 £25.00 £25.00
% change year-on-year -12.00% - +19.05%

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 June 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 June 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 -17 8 £400 +5.61% 1
Warwickshire -7 3 £475 +28.81%
Wolverhampton -2 1 £225 +114.29%
Staffordshire -2 1 - -
Data Cleansing
England

For the 6 months to 19 June 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 8 (42.11%) SQL
2 7 (36.84%) Migration
2 7 (36.84%) Data Migration
2 7 (36.84%) Analytical Skills
3 5 (26.32%) Microsoft
3 5 (26.32%) Microsoft Excel
4 4 (21.05%) Oracle
4 4 (21.05%) SQL Server
4 4 (21.05%) Data Quality
5 3 (15.79%) Relational Database
5 3 (15.79%) Data Structures
5 3 (15.79%) Data Governance
5 3 (15.79%) SQL Server 2012
5 3 (15.79%) SAP
5 3 (15.79%) CRM
5 3 (15.79%) ETL
5 3 (15.79%) PL/SQL
5 3 (15.79%) Data Analysis
6 2 (10.53%) Data Management
6 2 (10.53%) Dynamics CRM
6 2 (10.53%) Stakeholder Management
6 2 (10.53%) Agile Software Development
6 2 (10.53%) PRINCE2 Certification
6 2 (10.53%) Management Information System
6 2 (10.53%) Finance
6 2 (10.53%) SMS
6 2 (10.53%) PRINCE2
6 2 (10.53%) Process Improvement
6 2 (10.53%) Waterfall
6 2 (10.53%) SAP Data Services

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 (5.26%) CMS
1 1 (5.26%) Confluence
1 1 (5.26%) SharePoint
Applications
1 5 (26.32%) Microsoft Excel
2 1 (5.26%) Microsoft PowerPoint
2 1 (5.26%) Microsoft Project
Business Applications
1 2 (10.53%) Dynamics CRM
2 1 (5.26%) SAP CRM
Cloud Services
1 1 (5.26%) Dynamics 365
Communications & Networking
1 2 (10.53%) SMS
Database & Business Intelligence
1 4 (21.05%) SQL Server
2 3 (15.79%) Relational Database
2 3 (15.79%) SQL Server 2012
3 2 (10.53%) SAP Data Services
4 1 (5.26%) Data Mining
4 1 (5.26%) Data Warehouse
4 1 (5.26%) Oracle Database
4 1 (5.26%) Oracle Database 11g
4 1 (5.26%) Oracle Database 12c
4 1 (5.26%) Oracle Reports
4 1 (5.26%) PowerPivot
4 1 (5.26%) SQL Server 2008
4 1 (5.26%) SQL Server Integration Services
Development Applications
1 1 (5.26%) Jenkins
General
1 2 (10.53%) Finance
2 1 (5.26%) Banking
2 1 (5.26%) Investment Banking
2 1 (5.26%) Marketing
Job Titles
1 7 (36.84%) Analyst
2 5 (26.32%) Data Analyst
3 3 (15.79%) Developer
4 2 (10.53%) Business Analyst
4 2 (10.53%) Consultant
4 2 (10.53%) Data Consultant
4 2 (10.53%) Data Migration Consultant
4 2 (10.53%) Migration Consultant
4 2 (10.53%) Project Manager
4 2 (10.53%) SAP Developer
5 1 (5.26%) CRM Analyst
5 1 (5.26%) Data Migration Developer
5 1 (5.26%) Dynamics CRM Business Analyst
5 1 (5.26%) Excel Analyst
5 1 (5.26%) Finance Business Analyst
5 1 (5.26%) Migration Analyst
5 1 (5.26%) Migration Specialist
5 1 (5.26%) Oracle ETL Developer
5 1 (5.26%) SQL Data Analyst
5 1 (5.26%) Support Officer
Miscellaneous
1 7 (36.84%) Analytical Skills
2 3 (15.79%) Data Structures
3 2 (10.53%) Greenfield Project
3 2 (10.53%) Management Information System
4 1 (5.26%) Data Protection Act
4 1 (5.26%) Freedom of Information
4 1 (5.26%) Learning Management System
Operating Systems
1 1 (5.26%) Linux
1 1 (5.26%) Unix
Processes & Methodologies
1 7 (36.84%) Data Migration
1 7 (36.84%) Migration
2 3 (15.79%) CRM
2 3 (15.79%) Data Analysis
2 3 (15.79%) Data Governance
2 3 (15.79%) ETL
3 2 (10.53%) Agile Software Development
3 2 (10.53%) Data Management
3 2 (10.53%) Data Mapping
3 2 (10.53%) Data Protection
3 2 (10.53%) PRINCE2
3 2 (10.53%) Process Improvement
3 2 (10.53%) Stakeholder Management
3 2 (10.53%) Waterfall
4 1 (5.26%) Business Analysis
4 1 (5.26%) Data Architecture
4 1 (5.26%) Integration Testing
4 1 (5.26%) Operations Management
4 1 (5.26%) Requirements Analysis
4 1 (5.26%) System Testing
Programming Languages
1 8 (42.11%) SQL
2 3 (15.79%) PL/SQL
3 1 (5.26%) ANSI SQL
3 1 (5.26%) T-SQL
Qualifications
1 2 (10.53%) PRINCE2 Certification
2 1 (5.26%) Security Cleared
Quality Assurance & Compliance
1 4 (21.05%) Data Quality
2 1 (5.26%) GDPR
2 1 (5.26%) QA
2 1 (5.26%) SLA
Vendors
1 5 (26.32%) Microsoft
2 4 (21.05%) Oracle
3 3 (15.79%) SAP
4 1 (5.26%) Progress
4 1 (5.26%) Salesforce.com