Period
to 25 January 2021

The following table provides summary statistics for contract job vacancies advertised in the 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 25 January 2021 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 > Midlands
6 months to
25 Jan 2021
Same period 2020 Same period 2019
Rank 124 171 214
Rank change year-on-year +47 +43 -17
Contract jobs citing Data Cleansing 13 24 36
As % of all contract jobs advertised in the Midlands 0.52% 0.48% 0.48%
As % of the Processes & Methodologies category 0.64% 0.58% 0.55%
Number of daily rates quoted 14 18 24
Median daily rate £475 £363 £414
Median daily rate % change year-on-year +31.03% -12.39% +10.33%
10th Percentile £370 £284 £325
90th Percentile £600 £538 £498
England median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +5.88%
Number of hourly rates quoted 0 2 0
Median hourly rate - £12.00 -
England median hourly rate £39.02 £22.00 £17.50
% change year-on-year +77.34% +25.71% -24.73%

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 Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Contract vacancies with a requirement for process or methodology skills 2,040 4,117 6,513
As % of all contract IT jobs advertised in the Midlands 81.37% 82.31% 86.11%
Number of daily rates quoted 1,392 2,512 4,237
Median daily rate £405 £425 £425
Median daily rate % change year-on-year -4.71% - +6.25%
10th Percentile £225 £256 £281
90th Percentile £574 £587 £575
England median daily rate £475 £475 £475
Number of hourly rates quoted 65 192 212
Median hourly rate £17.50 £15.85 £15.85
Median hourly rate % change year-on-year +10.41% - -16.58%
10th Percentile £10.88 £11.17 £10.75
90th Percentile £47.50 £43.75 £42.45
Median hourly rate £26.80 £20.50 £22.00
% change year-on-year +30.72% -6.82% -

Data Cleansing
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Data Cleansing in the Midlands

Data Cleansing
Contractor Daily Rate Trend in the Midlands

3-month moving average daily rate quoted in jobs citing Data Cleansing in the Midlands.

Daily rate trend for Data Cleansing in the Midlands

Data Cleansing
Daily Rate Histogram in the Midlands

Daily rate distribution for jobs citing Data Cleansing in the Midlands over the 6 months to 25 January 2021.

Daily rate histogram for Data Cleansing in the Midlands

Data Cleansing
Contractor Hourly Rate Trend in the Midlands

3-month moving average hourly rates quoted in jobs citing Data Cleansing in the Midlands.

Hourly rate trend for Data Cleansing in the Midlands

Data Cleansing
Contract Job Locations in the 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 Midlands region over the 6 months to 25 January 2021. 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
West Midlands +37 10 £450 +9.09% 7
East Midlands +37 3 £600 +118.18% 1
Data Cleansing
England

For the 6 months to 25 January 2021, 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 Midlands region with a requirement for Data Cleansing.

1 8 (61.54%) Migration
1 8 (61.54%) Data Migration
2 7 (53.85%) Validation
3 6 (46.15%) ERP
3 6 (46.15%) Data Mapping
4 5 (38.46%) ETL
5 4 (30.77%) Oracle
5 4 (30.77%) Oracle EBS
5 4 (30.77%) Oracle ERP
5 4 (30.77%) Oracle Fusion
5 4 (30.77%) Oracle EBS R12
6 3 (23.08%) Power BI
6 3 (23.08%) Power Platform
6 3 (23.08%) Finance
6 3 (23.08%) SQL
6 3 (23.08%) Business Intelligence
7 2 (15.38%) Data Modelling
7 2 (15.38%) Unit4 Business World
7 2 (15.38%) Project Management
7 2 (15.38%) Microsoft Excel
7 2 (15.38%) SQL Server
7 2 (15.38%) Data Warehouse
7 2 (15.38%) Visualisation
7 2 (15.38%) Data Quality
7 2 (15.38%) General Ledger
7 2 (15.38%) User Acceptance Testing
7 2 (15.38%) System Testing
7 2 (15.38%) Tableau
7 2 (15.38%) Analytical Skills
8 1 (7.69%) Logical Data Model

Data Cleansing
Co-occurring IT Skills in the 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:

Applications
1 2 (15.38%) Microsoft Excel
Business Applications
1 4 (30.77%) Oracle EBS
1 4 (30.77%) Oracle EBS R12
1 4 (30.77%) Oracle ERP
2 2 (15.38%) Unit4 Business World
3 1 (7.69%) Dynamics CRM
Cloud Services
1 3 (23.08%) Power Platform
2 1 (7.69%) AWS
2 1 (7.69%) Azure
2 1 (7.69%) Dynamics 365
Database & Business Intelligence
1 3 (23.08%) Power BI
2 2 (15.38%) Data Warehouse
2 2 (15.38%) SQL Server
2 2 (15.38%) Tableau
3 1 (7.69%) Amazon Redshift
3 1 (7.69%) Azure SQL Database
3 1 (7.69%) Data Mining
3 1 (7.69%) Relational Database
General
1 3 (23.08%) Finance
2 2 (15.38%) General Ledger
3 1 (7.69%) Law
3 1 (7.69%) Local Government
3 1 (7.69%) Manufacturing
Job Titles
1 6 (46.15%) Consultant
1 6 (46.15%) Data Consultant
2 4 (30.77%) Data Migration Consultant
2 4 (30.77%) Migration Consultant
2 4 (30.77%) Oracle Consultant
2 4 (30.77%) Oracle Data Migration Consultant
3 2 (15.38%) Analyst
3 2 (15.38%) Data Analyst
3 2 (15.38%) Data Migration Lead
3 2 (15.38%) ERP Consultant
3 2 (15.38%) Oracle Payroll Consultant
3 2 (15.38%) Payroll Consultant
4 1 (7.69%) Cybersecurity Analyst
4 1 (7.69%) Data Engineer
4 1 (7.69%) Data Management Specialist
4 1 (7.69%) Developer
4 1 (7.69%) Security Analyst
4 1 (7.69%) Senior Consultant
4 1 (7.69%) SQL DBA
4 1 (7.69%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (30.77%) Oracle Fusion
Miscellaneous
1 2 (15.38%) Analytical Skills
2 1 (7.69%) CMDB
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) Unix
1 1 (7.69%) Windows
Processes & Methodologies
1 8 (61.54%) Data Migration
1 8 (61.54%) Migration
2 7 (53.85%) Validation
3 6 (46.15%) Data Mapping
3 6 (46.15%) ERP
4 5 (38.46%) ETL
5 3 (23.08%) Business Intelligence
6 2 (15.38%) Data Modelling
6 2 (15.38%) Project Management
6 2 (15.38%) System Testing
6 2 (15.38%) User Acceptance Testing
6 2 (15.38%) Visualisation
7 1 (7.69%) Data Analysis
7 1 (7.69%) Data Extraction
7 1 (7.69%) Data Integration
7 1 (7.69%) Data Management
7 1 (7.69%) Data Visualisation
7 1 (7.69%) Information Management
7 1 (7.69%) Mathematics
7 1 (7.69%) SWOT Analysis
Programming Languages
1 3 (23.08%) SQL
2 1 (7.69%) C#
2 1 (7.69%) Python
2 1 (7.69%) R
Qualifications
1 1 (7.69%) Degree
1 1 (7.69%) SC Cleared
1 1 (7.69%) Security Cleared
Quality Assurance & Compliance
1 2 (15.38%) Data Quality
2 1 (7.69%) QA
Vendors
1 4 (30.77%) Oracle
2 1 (7.69%) Alteryx
2 1 (7.69%) Informatica
2 1 (7.69%) Snow
2 1 (7.69%) Talend