Period
to 18 February 2019

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 18 February 2019 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
18 Feb 2019
Same period 2018 Same period 2017
Rank 144 149 147
Rank change year-on-year +5 -2 0
Contract jobs citing Data Cleansing 32 24 8
As % of all contract IT jobs advertised in Berkshire 0.77% 0.61% 0.20%
As % of the Processes & Methodologies category 0.89% 0.72% 0.24%
Number of daily rates quoted 8 5 4
Berkshire median daily rate £463 £425 £393
Median daily rate % change year-on-year +8.82% +8.28% -4.85%
10th Percentile £398 £367 £368
90th Percentile £506 £486 £462
South East median daily rate £463 £460 £385
% change year-on-year +0.54% +19.48% -4.94%
Number of hourly rates quoted 0 2 0
Berkshire median hourly rate - £54.00 -
South East median hourly rate - £54.00 £30.00
% change year-on-year - +80.00% +111.98%

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 3,597 3,355 3,277
As % of all contract IT jobs advertised in Berkshire 86.18% 84.81% 82.84%
Number of daily rates quoted 1,722 1,732 1,671
Berkshire median daily rate £440 £425 £400
Median daily rate % change year-on-year +3.53% +6.25% -
10th Percentile £258 £270 £235
90th Percentile £588 £588 £575
South East median daily rate £450 £425 £411
% change year-on-year +5.88% +3.53% +2.63%
Number of hourly rates quoted 102 84 126
Berkshire median hourly rate £17.50 £14.25 £19.09
Median hourly rate % change year-on-year +22.81% -25.34% -20.47%
10th Percentile £12.00 £10.79 £11.63
90th Percentile £48.75 £46.00 £52.50
South East median hourly rate £26.58 £24.00 £22.50
% change year-on-year +10.73% +6.67% -25.00%

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 18 February 2019.

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 18 February 2019. 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 -2 12 - - 1
Bracknell -15 8 - - 2
Reading - 6 £475 - 3
Maidenhead -1 1 £375 -18.48% 1
Wokingham - 1 £550 -
Data Cleansing
South East

For the 6 months to 18 February 2019, 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 25 (78.13%) Migration
2 24 (75.00%) Data Migration
3 21 (65.63%) Finance
4 19 (59.38%) Data Mapping
5 17 (53.13%) SQL
6 12 (37.50%) User Acceptance Testing
6 12 (37.50%) Oracle
6 12 (37.50%) Microsoft Excel
7 11 (34.38%) Oracle EBS R12
7 11 (34.38%) Oracle Payables
7 11 (34.38%) Oracle Receivables
7 11 (34.38%) VBA
7 11 (34.38%) CSG Singleview
7 11 (34.38%) Billing
8 10 (31.25%) SAP
9 9 (28.13%) Data Governance
10 8 (25.00%) SAP MDG
10 8 (25.00%) Data Integration
11 7 (21.88%) Data Validation
11 7 (21.88%) Validation
11 7 (21.88%) ERP
11 7 (21.88%) SAP S/4HANA
12 6 (18.75%) Continuous Improvement
12 6 (18.75%) Data Modelling
13 5 (15.63%) LSMW
13 5 (15.63%) SAP MM
13 5 (15.63%) BusinessObjects
14 3 (9.38%) Project Management
14 3 (9.38%) Data Quality
15 2 (6.25%) Virtual Team

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 12 (37.50%) Microsoft Excel
Business Applications
1 11 (34.38%) CSG Singleview
1 11 (34.38%) Oracle EBS R12
1 11 (34.38%) Oracle Payables
1 11 (34.38%) Oracle Receivables
2 8 (25.00%) SAP MDG
3 7 (21.88%) SAP S/4HANA
4 5 (15.63%) SAP MM
5 1 (3.13%) SAP MDG-F
5 1 (3.13%) SAP MDG-M
Cloud Services
1 1 (3.13%) Veeva
Database & Business Intelligence
1 5 (15.63%) BusinessObjects
2 1 (3.13%) Oracle Database
2 1 (3.13%) Oracle Database 12c
Development Applications
1 5 (15.63%) LSMW
2 1 (3.13%) Toad
General
1 21 (65.63%) Finance
2 11 (34.38%) Billing
3 1 (3.13%) Marketing
3 1 (3.13%) Pharmaceutical
3 1 (3.13%) Telecoms
Job Titles
1 15 (46.88%) Analyst
1 15 (46.88%) Data Analyst
2 12 (37.50%) Data Migration Analyst
2 12 (37.50%) Financial Analyst
2 12 (37.50%) Migration Analyst
3 10 (31.25%) Consultant
4 9 (28.13%) Data Consultant
5 7 (21.88%) Functional Consultant
5 7 (21.88%) Master Data Consultant
5 7 (21.88%) SAP Consultant
6 6 (18.75%) SAP Data Consultant
6 6 (18.75%) SAP Functional Consultant
6 6 (18.75%) SAP Master Data Consultant
7 5 (15.63%) SAP MDG Consultant
8 4 (12.50%) Project Manager
9 3 (9.38%) Data Governance Consultant
9 3 (9.38%) Governance Consultant
10 2 (6.25%) Data Migration Manager
10 2 (6.25%) Data Migration Project Manager
10 2 (6.25%) SAP S/4HANA Consultant
Miscellaneous
1 2 (6.25%) Virtual Team
2 1 (3.13%) Analytical Skills
Processes & Methodologies
1 25 (78.13%) Migration
2 24 (75.00%) Data Migration
3 19 (59.38%) Data Mapping
4 12 (37.50%) User Acceptance Testing
5 9 (28.13%) Data Governance
6 8 (25.00%) Data Integration
7 7 (21.88%) Data Validation
7 7 (21.88%) ERP
7 7 (21.88%) Validation
8 6 (18.75%) Continuous Improvement
8 6 (18.75%) Data Modelling
9 3 (9.38%) Project Management
10 2 (6.25%) CRM
10 2 (6.25%) ETL
10 2 (6.25%) SAP Implementation
11 1 (3.13%) Analytics
11 1 (3.13%) Data Analytics
11 1 (3.13%) Data Virtualisation
11 1 (3.13%) Database Security
11 1 (3.13%) Metadata Management
Programming Languages
1 17 (53.13%) SQL
2 11 (34.38%) VBA
3 1 (3.13%) Java
3 1 (3.13%) PL/SQL
Quality Assurance & Compliance
1 3 (9.38%) Data Quality
2 1 (3.13%) QA
Vendors
1 12 (37.50%) Oracle
2 10 (31.25%) SAP
3 2 (6.25%) Salesforce.com
4 1 (3.13%) Ariba
4 1 (3.13%) CheckPoint