Period
to 19 November 2017

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 19 November 2017 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
19 Nov 2017
Same period 2016 Same period 2015
Rank 132 154 164
Rank change year-on-year +22 +10 +9
Contract jobs citing Data Cleansing 30 17 14
As % of all contract IT jobs advertised in Berkshire 0.74% 0.40% 0.28%
As % of the Processes & Methodologies category 0.89% 0.49% 0.36%
Number of daily rates quoted 13 11 10
Berkshire median daily rate £425 £438 £413
Median daily rate % change year-on-year -2.86% +6.06% -25.00%
10th Percentile £313 £200 £348
90th Percentile £477 £469 £575
South East median daily rate £425 £395 £388
% change year-on-year +7.59% +1.94% +19.23%
Number of hourly rates quoted 2 0 0
Berkshire median hourly rate £54.00 - -
South East median hourly rate £54.00 £14.50 £11.31
% change year-on-year +272.41% +28.26% -35.40%

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 3385 3459 3940
As % of all contract IT jobs advertised in Berkshire 83.62% 81.25% 78.31%
Number of daily rates quoted 1763 1866 2176
Berkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.52%
10th Percentile £263 £250 £225
90th Percentile £588 £575 £541
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 103 131 173
Berkshire median hourly rate £14.50 £17.50 £30.90
Median hourly rate % change year-on-year -17.14% -43.37% +80.07%
10th Percentile £11.25 £11.25 £13.50
90th Percentile £39.20 £48.75 £44.75
South East median hourly rate £23.00 £26.75 £26.55
% change year-on-year -14.02% +0.75% +51.71%

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 19 November 2017.

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 19 November 2017. 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
Bracknell - 10 - -
Maidenhead -4 7 £460 -
Newbury - 6 £350 -
Reading +8 2 £450 +50.00%
Data Cleansing
South East

For the 6 months to 19 November 2017, IT contractor jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Berkshire region with a requirement for Data Cleansing.

1 24 (80.00%) SAP
2 21 (70.00%) Migration
2 21 (70.00%) Data Migration
3 19 (63.33%) ETL
4 18 (60.00%) SQL
5 17 (56.67%) Validation
6 14 (46.67%) SQL Server
7 13 (43.33%) SAP MM
7 13 (43.33%) Data Mapping
7 13 (43.33%) LSMW
8 10 (33.33%) ERP
8 10 (33.33%) SAP Data Services
9 8 (26.67%) CRM
9 8 (26.67%) Data Quality
10 7 (23.33%) Analytics
10 7 (23.33%) Data Conversion
10 7 (23.33%) Data Extraction
10 7 (23.33%) SQL Server 2008
10 7 (23.33%) Siebel
10 7 (23.33%) Data Warehouse
10 7 (23.33%) T-SQL
10 7 (23.33%) Oracle
10 7 (23.33%) XML
10 7 (23.33%) Data Modelling
10 7 (23.33%) GxP
10 7 (23.33%) SAP APO
10 7 (23.33%) HP
10 7 (23.33%) BusinessObjects
10 7 (23.33%) Sarbanes-Oxley
10 7 (23.33%) SAP CRM

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 1 (3.33%) Microsoft Excel
Business Applications
1 13 (43.33%) SAP MM
2 7 (23.33%) SAP APO
2 7 (23.33%) SAP CRM
3 6 (20.00%) SAP MDG
3 6 (20.00%) SAP S/4HANA
4 5 (16.67%) SAP MDM
5 4 (13.33%) SAP ERP
6 1 (3.33%) Dynamics CRM
Database & Business Intelligence
1 14 (46.67%) SQL Server
2 10 (33.33%) SAP Data Services
3 7 (23.33%) BusinessObjects
3 7 (23.33%) Data Warehouse
3 7 (23.33%) SQL Server 2008
3 7 (23.33%) SQL Server Integration Services
4 5 (16.67%) Oracle Reports
5 3 (10.00%) SAP BW
Development Applications
1 13 (43.33%) LSMW
2 3 (10.00%) Talend Open Studio
General
1 6 (20.00%) Pharmaceutical
2 4 (13.33%) Finance
Job Titles
1 11 (36.67%) Analyst
2 9 (30.00%) Data Analyst
3 6 (20.00%) Consultant
3 6 (20.00%) Data Consultant
3 6 (20.00%) SAP Consultant
3 6 (20.00%) SAP Data Consultant
4 5 (16.67%) Data Migration Specialist
4 5 (16.67%) Migration Specialist
4 5 (16.67%) SAP Analyst
4 5 (16.67%) SAP Data Analyst
5 4 (13.33%) Data Migration Consultant
5 4 (13.33%) Migration Consultant
5 4 (13.33%) SAP Data Migration Consultant
5 4 (13.33%) SAP Migration Consultant
6 3 (10.00%) Architect
6 3 (10.00%) Data Architect
6 3 (10.00%) Functional Analyst
6 3 (10.00%) SAP BusinessObjects (BO) Consultant
6 3 (10.00%) SAP Functional Analyst
7 2 (6.67%) Developer
Libraries, Frameworks & Software Standards
1 7 (23.33%) XML
2 4 (13.33%) BAPI
Miscellaneous
1 6 (20.00%) AS400
1 6 (20.00%) Data Structures
1 6 (20.00%) Virtual Team
2 3 (10.00%) Analytical Skills
3 1 (3.33%) FMCG
3 1 (3.33%) Management Information System
Processes & Methodologies
1 21 (70.00%) Data Migration
1 21 (70.00%) Migration
2 19 (63.33%) ETL
3 17 (56.67%) Validation
4 13 (43.33%) Data Mapping
5 10 (33.33%) ERP
6 8 (26.67%) CRM
7 7 (23.33%) Analytics
7 7 (23.33%) Data Analysis
7 7 (23.33%) Data Conversion
7 7 (23.33%) Data Extraction
7 7 (23.33%) Data Modelling
7 7 (23.33%) User Acceptance Testing
8 6 (20.00%) Continuous Improvement
8 6 (20.00%) Data Deduplication
8 6 (20.00%) Data Governance
8 6 (20.00%) Data Integration
8 6 (20.00%) Data Validation
8 6 (20.00%) SAP Implementation
9 5 (16.67%) Stakeholder Management
Programming Languages
1 18 (60.00%) SQL
2 7 (23.33%) T-SQL
Quality Assurance & Compliance
1 8 (26.67%) Data Quality
2 7 (23.33%) GxP
2 7 (23.33%) Sarbanes-Oxley
Vendors
1 24 (80.00%) SAP
2 7 (23.33%) HP
2 7 (23.33%) Oracle
2 7 (23.33%) Siebel
3 6 (20.00%) Callidus
4 5 (16.67%) Tableau
5 3 (10.00%) Talend
6 1 (3.33%) Fujitsu
6 1 (3.33%) Microsoft