Period
to 21 November 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 21 November 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
21 Nov 2018
Same period 2017 Same period 2016
Rank 140 139 156
Rank change year-on-year -1 +17 +6
Contract jobs citing Data Cleansing 38 30 17
As % of all contract IT jobs advertised in Berkshire 0.92% 0.73% 0.40%
As % of the Processes & Methodologies category 1.08% 0.86% 0.48%
Number of daily rates quoted 13 13 11
Berkshire median daily rate £450 £425 £438
Median daily rate % change year-on-year +5.88% -2.86% +6.06%
10th Percentile £413 £313 £200
90th Percentile £488 £477 £469
South East median daily rate £475 £425 £395
% change year-on-year +11.76% +7.59% +1.94%
Number of hourly rates quoted 1 2 0
Berkshire median hourly rate £44.50 £54.00 -
Median hourly rate % change year-on-year -17.59% - -
South East median hourly rate £13.00 £54.00 £14.50
% change year-on-year -75.93% +272.41% +28.26%

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 3,510 3,482 3,525
As % of all contract IT jobs advertised in Berkshire 84.72% 84.62% 82.59%
Number of daily rates quoted 1,669 1,804 1,888
Berkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% -
10th Percentile £230 £263 £250
90th Percentile £588 £588 £575
South East median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +2.56%
Number of hourly rates quoted 73 111 134
Berkshire median hourly rate £21.00 £14.50 £18.00
Median hourly rate % change year-on-year +44.83% -19.44% -40.00%
10th Percentile £12.00 £11.25 £11.33
90th Percentile £46.60 £39.75 £48.38
South East median hourly rate £27.75 £22.50 £25.00
% change year-on-year +23.33% -10.00% -

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 21 November 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 21 November 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
Slough - 13 - - 2
Maidenhead +5 6 £475 +3.26%
Reading -6 5 £475 +5.56% 5
Bracknell -10 4 - -
Wokingham - 1 £550 -
Data Cleansing
South East

For the 6 months to 21 November 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 33 (86.84%) Migration
1 33 (86.84%) Data Migration
2 27 (71.05%) SQL
3 21 (55.26%) Finance
3 21 (55.26%) Microsoft Excel
4 20 (52.63%) Data Mapping
5 19 (50.00%) User Acceptance Testing
6 17 (44.74%) Oracle
7 16 (42.11%) Data Modelling
8 13 (34.21%) Billing
8 13 (34.21%) VBA
8 13 (34.21%) CSG Singleview
8 13 (34.21%) Oracle EBS R12
8 13 (34.21%) Oracle Payables
8 13 (34.21%) Oracle Receivables
9 12 (31.58%) SAP
10 10 (26.32%) SQL Server
10 10 (26.32%) ERP
11 9 (23.68%) ETL
11 9 (23.68%) Data Analysis
11 9 (23.68%) SAP Data Services
12 8 (21.05%) Data Quality
12 8 (21.05%) SAP ERP
13 7 (18.42%) Data Analytics
13 7 (18.42%) Analytics
14 6 (15.79%) SQL Server 2012
14 6 (15.79%) Big Data
14 6 (15.79%) Big Data Analytics
14 6 (15.79%) SAP HANA
14 6 (15.79%) Data Lake

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 21 (55.26%) Microsoft Excel
Business Applications
1 13 (34.21%) CSG Singleview
1 13 (34.21%) Oracle EBS R12
1 13 (34.21%) Oracle Payables
1 13 (34.21%) Oracle Receivables
2 8 (21.05%) SAP ERP
3 6 (15.79%) SAP APO
3 6 (15.79%) SAP MM
4 5 (13.16%) SAP MDM
5 4 (10.53%) SAP S/4HANA
Cloud Services
1 1 (2.63%) Veeva
Communications & Networking
1 1 (2.63%) Radio Access Network
Database & Business Intelligence
1 10 (26.32%) SQL Server
2 9 (23.68%) SAP Data Services
3 6 (15.79%) Big Data
3 6 (15.79%) Data Lake
3 6 (15.79%) SAP HANA
3 6 (15.79%) SQL Server 2012
4 5 (13.16%) SAP BW
5 4 (10.53%) Oracle Database
5 4 (10.53%) Oracle Database 12c
6 1 (2.63%) BusinessObjects Business Intelligence
Development Applications
1 6 (15.79%) JIRA
2 4 (10.53%) LSMW
2 4 (10.53%) Toad
General
1 21 (55.26%) Finance
2 13 (34.21%) Billing
3 3 (7.89%) Pharmaceutical
4 1 (2.63%) Telecoms
Job Titles
1 27 (71.05%) Analyst
2 26 (68.42%) Data Analyst
3 15 (39.47%) Data Migration Analyst
3 15 (39.47%) Migration Analyst
4 14 (36.84%) Financial Analyst
5 8 (21.05%) SAP Analyst
6 5 (13.16%) SAP Data Analyst
6 5 (13.16%) Senior Analyst
7 4 (10.53%) Consultant
7 4 (10.53%) Data Consultant
7 4 (10.53%) Project Manager
7 4 (10.53%) Senior Data Analyst
8 3 (7.89%) Data Migration Consultant
8 3 (7.89%) Data Migration Lead
8 3 (7.89%) Migration Consultant
8 3 (7.89%) SAP Consultant
8 3 (7.89%) SAP Data Consultant
8 3 (7.89%) SAP Data Migration Consultant
8 3 (7.89%) SAP Migration Consultant
9 2 (5.26%) Migration Manager
Libraries, Frameworks & Software Standards
1 4 (10.53%) BAPI
Miscellaneous
1 4 (10.53%) AS400
1 4 (10.53%) Data Structures
2 2 (5.26%) Analytical Skills
Processes & Methodologies
1 33 (86.84%) Data Migration
1 33 (86.84%) Migration
2 20 (52.63%) Data Mapping
3 19 (50.00%) User Acceptance Testing
4 16 (42.11%) Data Modelling
5 10 (26.32%) ERP
6 9 (23.68%) Data Analysis
6 9 (23.68%) ETL
7 7 (18.42%) Analytics
7 7 (18.42%) Data Analytics
8 6 (15.79%) Agile Software Development
8 6 (15.79%) Big Data Analytics
9 5 (13.16%) Data Management
9 5 (13.16%) Validation
10 4 (10.53%) Cutover Planning
10 4 (10.53%) Logistics
10 4 (10.53%) Regression Testing
10 4 (10.53%) Runbook
11 3 (7.89%) Project Management
12 2 (5.26%) CRM
Programming Languages
1 27 (71.05%) SQL
2 13 (34.21%) VBA
3 6 (15.79%) T-SQL
4 4 (10.53%) Java
4 4 (10.53%) PL/SQL
Quality Assurance & Compliance
1 8 (21.05%) Data Quality
Systems Management
1 6 (15.79%) HP ALM
Vendors
1 17 (44.74%) Oracle
2 12 (31.58%) SAP
3 6 (15.79%) HP
4 5 (13.16%) Cloudera
5 4 (10.53%) JD Edwards
5 4 (10.53%) Microsoft
6 1 (2.63%) ComArch
6 1 (2.63%) Salesforce.com