Period
to 9 December 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 9 December 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
9 Dec 2018
Same period 2017 Same period 2016
Rank 187 162 193
Rank change year-on-year -25 +31 -30
Contract jobs citing Data Cleansing 18 23 22
As % of all contract IT jobs advertised in the West Midlands 0.35% 0.47% 0.37%
As % of the Processes & Methodologies category 0.40% 0.56% 0.43%
Number of daily rates quoted 13 15 18
West Midlands median daily rate £400 £325 £475
Median daily rate % change year-on-year +23.08% -31.58% +32.87%
10th Percentile £325 £210 £345
90th Percentile £495 £438 £675
England median daily rate £450 £431 £434
% change year-on-year +4.35% -0.58% +8.44%
Number of hourly rates quoted 0 2 2
West Midlands median hourly rate - £15.58 £18.94
Median hourly rate % change year-on-year - -17.74% -
England median hourly rate £17.46 £23.75 £20.00
% change year-on-year -26.47% +18.75% +25.00%

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 4,465 4,079 5,072
As % of all contract IT jobs advertised in the West Midlands 86.58% 83.81% 84.49%
Number of daily rates quoted 2,750 2,620 3,041
West Midlands median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £270 £240 £250
90th Percentile £575 £549 £550
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 150 142 151
West Midlands median hourly rate £15.86 £25.00 £18.00
Median hourly rate % change year-on-year -36.56% +38.89% -10.00%
10th Percentile £11.00 £11.29 £10.61
90th Percentile £43.75 £48.75 £40.30
England median hourly rate £22.00 £24.69 £22.67
% change year-on-year -10.88% +8.90% +3.03%

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 9 December 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 9 December 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 -2 7 £350 - 5
Coventry -3 7 £425 -
Warwickshire +7 1 £375 +15.38%
Data Cleansing
England

For the 6 months to 9 December 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 10 (55.56%) CRM
1 10 (55.56%) Dynamics CRM
2 8 (44.44%) Dynamics 365
3 7 (38.89%) Power BI
3 7 (38.89%) Business Intelligence
4 6 (33.33%) Microsoft
5 5 (27.78%) Data Management
5 5 (27.78%) Data Modelling
5 5 (27.78%) Visualisation
6 4 (22.22%) Dimensional Modelling
6 4 (22.22%) Data Analysis
6 4 (22.22%) Tableau
6 4 (22.22%) Relational Database
6 4 (22.22%) Analytics
6 4 (22.22%) Dashboard Development
6 4 (22.22%) Migration
6 4 (22.22%) SQL
7 2 (11.11%) Stakeholder Management
7 2 (11.11%) SAP
7 2 (11.11%) API Integration
7 2 (11.11%) DBS Check
7 2 (11.11%) BPSS Clearance
7 2 (11.11%) SAP HANA
7 2 (11.11%) Dynamics AX
7 2 (11.11%) Data Migration
7 2 (11.11%) Scenario Testing
8 1 (5.56%) Thought Leadership
8 1 (5.56%) SAP S/4HANA
8 1 (5.56%) SAP MDG
8 1 (5.56%) Data Strategy

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 (5.56%) SharePoint
Business Applications
1 10 (55.56%) Dynamics CRM
2 2 (11.11%) Dynamics AX
3 1 (5.56%) Infor M3
3 1 (5.56%) SAP MDG
3 1 (5.56%) SAP S/4HANA
Cloud Services
1 8 (44.44%) Dynamics 365
2 1 (5.56%) Microsoft Azure
Database & Business Intelligence
1 7 (38.89%) Power BI
2 4 (22.22%) Relational Database
3 2 (11.11%) SAP HANA
4 1 (5.56%) Data Warehouse
4 1 (5.56%) SQL Server
4 1 (5.56%) SQL Server 2008
4 1 (5.56%) SQL Server Integration Services
Job Titles
1 7 (38.89%) Analyst
2 6 (33.33%) Administrator
2 6 (33.33%) Data Analyst
3 3 (16.67%) Systems Administrator
4 2 (11.11%) CRM Analyst
4 2 (11.11%) Data Cleansing Analyst
4 2 (11.11%) Developer
5 1 (5.56%) Business Intelligence Analyst
5 1 (5.56%) Business Intelligence Data Analyst
5 1 (5.56%) Data Manager
5 1 (5.56%) Data Migration Lead
5 1 (5.56%) Data Migration Manager
5 1 (5.56%) Data Migration Project Manager
5 1 (5.56%) Migration Manager
5 1 (5.56%) Power BI Developer
5 1 (5.56%) SAP Business Analyst
5 1 (5.56%) SAP Consultant
5 1 (5.56%) SAP HANA Consultant
5 1 (5.56%) SQL Analyst
5 1 (5.56%) SQL Data Analyst
Miscellaneous
1 1 (5.56%) Analytical Skills
Processes & Methodologies
1 10 (55.56%) CRM
2 7 (38.89%) Business Intelligence
3 5 (27.78%) Data Management
3 5 (27.78%) Data Modelling
3 5 (27.78%) Visualisation
4 4 (22.22%) Analytics
4 4 (22.22%) Dashboard Development
4 4 (22.22%) Data Analysis
4 4 (22.22%) Dimensional Modelling
4 4 (22.22%) Migration
5 2 (11.11%) API Integration
5 2 (11.11%) Data Migration
5 2 (11.11%) Scenario Testing
5 2 (11.11%) Stakeholder Management
6 1 (5.56%) Agile Software Development
6 1 (5.56%) Change Control
6 1 (5.56%) Data Architecture
6 1 (5.56%) Data Governance
6 1 (5.56%) Data Mapping
6 1 (5.56%) Data Strategy
Programming Languages
1 4 (22.22%) SQL
2 1 (5.56%) C#
2 1 (5.56%) JavaScript
2 1 (5.56%) Python
2 1 (5.56%) T-SQL
2 1 (5.56%) VBA
Qualifications
1 2 (11.11%) BPSS Clearance
1 2 (11.11%) DBS Check
Quality Assurance & Compliance
1 1 (5.56%) QA
Vendors
1 6 (33.33%) Microsoft
2 4 (22.22%) Tableau
3 2 (11.11%) SAP
4 1 (5.56%) Alteryx