Period
to 17 July 2018

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 17 July 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)
South East > Berkshire
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 147 125 161
Rank change year-on-year -22 +36 +17
Contract jobs citing Data Cleansing 22 23 21
As % of all contract IT jobs advertised in Berkshire 0.55% 0.61% 0.42%
As % of the Processes & Methodologies category 0.65% 0.75% 0.52%
Number of daily rates quoted 10 13 17
Berkshire median daily rate £475 £438 £425
Median daily rate % change year-on-year +8.57% +2.94% +1.19%
10th Percentile £113 £308 £285
90th Percentile £575 £500 £476
South East median daily rate £425 £425 £420
% change year-on-year - +1.19% -
Number of hourly rates quoted 1 0 0
Berkshire median hourly rate £44.50 - -
South East median hourly rate £13.00 - £14.50

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Contract vacancies with a requirement for process or methodology skills 3,396 3,079 4,030
As % of all contract IT jobs advertised in Berkshire 85.58% 81.98% 81.55%
Number of daily rates quoted 1,711 1,462 2,140
Berkshire median daily rate £425 £425 £408
Median daily rate % change year-on-year - +4.29% +8.67%
10th Percentile £269 £250 £255
90th Percentile £588 £575 £550
South East median daily rate £438 £415 £400
% change year-on-year +5.42% +3.75% +5.26%
Number of hourly rates quoted 81 136 129
Berkshire median hourly rate £21.50 £15.00 £17.50
Median hourly rate % change year-on-year +43.33% -14.29% -20.45%
10th Percentile £8.00 £11.72 £10.50
90th Percentile £50.00 £39.75 £47.60
South East median hourly rate £25.00 £20.00 £24.06
% change year-on-year +25.00% -16.87% +11.65%

Data Cleansing
Job Vacancy Trend in Berkshire

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Data Cleansing in Berkshire

Data Cleansing
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Cleansing in Berkshire

Data Cleansing
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Cleansing in Berkshire over the 6 months to 17 July 2018.

Contractor daily rate histogram for Data Cleansing in Berkshire

Data Cleansing
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Cleansing in Berkshire

Data Cleansing
Contract Job Locations in Berkshire

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 Berkshire region over the 6 months to 17 July 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
Maidenhead - 5 £475 - 1
Slough - 5 £115 -
Reading -8 4 £550 +12.82% 1
Bracknell - 4 - -
Data Cleansing
South East

For the 6 months to 17 July 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 Berkshire region with a requirement for Data Cleansing.

1 16 (72.73%) Migration
1 16 (72.73%) Data Migration
2 13 (59.09%) SQL
2 13 (59.09%) ERP
3 12 (54.55%) SQL Server
4 11 (50.00%) SAP
5 9 (40.91%) SAP Data Services
5 9 (40.91%) Data Mapping
6 8 (36.36%) SAP ERP
6 8 (36.36%) User Acceptance Testing
6 8 (36.36%) Data Quality
6 8 (36.36%) Data Analysis
6 8 (36.36%) Oracle
6 8 (36.36%) Microsoft Excel
7 7 (31.82%) Data Modelling
7 7 (31.82%) Data Management
7 7 (31.82%) SQL Server 2012
8 6 (27.27%) Analytics
8 6 (27.27%) Data Analytics
8 6 (27.27%) Data Lake
8 6 (27.27%) SAP HANA
8 6 (27.27%) Big Data
8 6 (27.27%) Big Data Analytics
8 6 (27.27%) JIRA
8 6 (27.27%) Agile Software Development
8 6 (27.27%) SAP MM
8 6 (27.27%) Finance
8 6 (27.27%) T-SQL
8 6 (27.27%) HP
8 6 (27.27%) SAP APO

Data Cleansing
Co-occurring IT Skills in Berkshire 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 8 (36.36%) Microsoft Excel
2 1 (4.55%) MS Visio
Business Applications
1 8 (36.36%) SAP ERP
2 6 (27.27%) SAP APO
2 6 (27.27%) SAP MM
3 5 (22.73%) SAP MDM
4 4 (18.18%) SAP S/4HANA
5 2 (9.09%) CSG Singleview
5 2 (9.09%) Oracle EBS R12
5 2 (9.09%) Oracle Payables
5 2 (9.09%) Oracle Receivables
6 1 (4.55%) Dynamics AX
6 1 (4.55%) Oracle CRM
6 1 (4.55%) Oracle Retail
Cloud Services
1 2 (9.09%) Oracle Service Cloud
2 1 (4.55%) Dynamics 365
Communications & Networking
1 1 (4.55%) Radio Access Network
Database & Business Intelligence
1 12 (54.55%) SQL Server
2 9 (40.91%) SAP Data Services
3 7 (31.82%) SQL Server 2012
4 6 (27.27%) Big Data
4 6 (27.27%) Data Lake
4 6 (27.27%) SAP HANA
5 5 (22.73%) SAP BW
6 1 (4.55%) BusinessObjects Business Intelligence
6 1 (4.55%) Data Warehouse
6 1 (4.55%) SQL Server Integration Services
Development Applications
1 6 (27.27%) JIRA
2 4 (18.18%) LSMW
3 2 (9.09%) Oracle Forms
General
1 6 (27.27%) Finance
2 2 (9.09%) Billing
2 2 (9.09%) Pharmaceutical
3 1 (4.55%) Marketing
3 1 (4.55%) Retail
3 1 (4.55%) Telecoms
Job Titles
1 12 (54.55%) Analyst
2 10 (45.45%) Data Analyst
3 7 (31.82%) SAP Analyst
4 5 (22.73%) Data Migration Lead
4 5 (22.73%) SAP Data Analyst
4 5 (22.73%) Senior Analyst
5 4 (18.18%) Senior Data Analyst
6 3 (13.64%) Consultant
6 3 (13.64%) Data Consultant
6 3 (13.64%) Data Migration Analyst
6 3 (13.64%) Data Migration Consultant
6 3 (13.64%) Migration Analyst
6 3 (13.64%) Migration Consultant
6 3 (13.64%) Oracle Analyst
6 3 (13.64%) SAP Consultant
6 3 (13.64%) SAP Data Consultant
6 3 (13.64%) SAP Data Migration Consultant
6 3 (13.64%) SAP Migration Consultant
7 2 (9.09%) Financial Analyst
7 2 (9.09%) Service Analyst
Libraries, Frameworks & Software Standards
1 4 (18.18%) BAPI
Miscellaneous
1 4 (18.18%) AS400
1 4 (18.18%) Data Structures
2 3 (13.64%) Analytical Skills
3 1 (4.55%) Driving Licence
Operating Systems
1 1 (4.55%) Linux
1 1 (4.55%) Unix
Processes & Methodologies
1 16 (72.73%) Data Migration
1 16 (72.73%) Migration
2 13 (59.09%) ERP
3 9 (40.91%) Data Mapping
4 8 (36.36%) Data Analysis
4 8 (36.36%) User Acceptance Testing
5 7 (31.82%) Data Management
5 7 (31.82%) Data Modelling
6 6 (27.27%) Agile Software Development
6 6 (27.27%) Analytics
6 6 (27.27%) Big Data Analytics
6 6 (27.27%) Data Analytics
7 5 (22.73%) ETL
8 4 (18.18%) Cutover Planning
8 4 (18.18%) Logistics
8 4 (18.18%) Runbook
8 4 (18.18%) Validation
9 3 (13.64%) Data Conversion
10 2 (9.09%) Problem-Solving
10 2 (9.09%) Scrum
Programming Languages
1 13 (59.09%) SQL
2 6 (27.27%) T-SQL
3 2 (9.09%) VBA
4 1 (4.55%) PL/SQL
Qualifications
1 1 (4.55%) SC Cleared
1 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 8 (36.36%) Data Quality
2 1 (4.55%) GDPR
Systems Management
1 6 (27.27%) HP ALM
Vendors
1 11 (50.00%) SAP
2 8 (36.36%) Oracle
3 6 (27.27%) HP
4 5 (22.73%) Cloudera
4 5 (22.73%) Microsoft
5 4 (18.18%) JD Edwards
6 1 (4.55%) ComArch
6 1 (4.55%) JDA
6 1 (4.55%) Salesforce Marketing Cloud
6 1 (4.55%) Salesforce.com
6 1 (4.55%) Siebel
6 1 (4.55%) Tableau