Period
to 23 July 2017

The following table provides summary statistics for contract job vacancies advertised in Reading 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 23 July 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)
Berkshire > Reading
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 76 106 98
Rank change year-on-year +30 -8 -9
Contract jobs citing Data Cleansing 5 6 10
As % of all contract IT jobs advertised in Reading 0.40% 0.33% 0.52%
As % of the Processes & Methodologies category 0.50% 0.42% 0.69%
Number of daily rates quoted 5 5 7
Reading median daily rate £475 £350 £425
Median daily rate % change year-on-year +35.71% -17.65% -3.41%
10th Percentile £450 £210 £396
90th Percentile £500 £480 £493
Berkshire median daily rate £438 £425 £420
% change year-on-year +2.94% +1.19% -4.55%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate - - -

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Reading with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Reading
Contract job vacancies with a requirement for process and methodology skills 996 1444 1448
As % of all contract IT job vacancies advertised in Reading 79.11% 78.69% 75.42%
Number of daily rates quoted 521 822 802
Reading median daily rate £420 £400 £400
Median daily rate % change year-on-year +5.00% - +6.67%
10th Percentile £250 £250 £230
90th Percentile £575 £550 £538
Berkshire median daily rate £425 £410 £388
% change year-on-year +3.66% +5.81% +3.33%
Number of hourly rates quoted 44 36 51
Reading median hourly rate £17.59 £21.33 £21.55
Median hourly rate % change year-on-year -17.53% -1.02% +26.50%
10th Percentile £13.60 £10.75 £13.50
90th Percentile £57.50 £45.39 £40.19
Berkshire median hourly rate £15.00 £15.50 £22.50
% change year-on-year -3.23% -31.11% +31.81%

Data Cleansing
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Cleansing in Reading

Data Cleansing
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Cleansing in Reading

Data Cleansing
Contractor Hourly Rate Trend in Reading

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

Contractor hourly rate trend for Data Cleansing in Reading

For the 6 months to 23 July 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 Reading region with a requirement for Data Cleansing.

1 4 (80.00%) Oracle
1 4 (80.00%) SAP
2 3 (60.00%) Siebel
2 3 (60.00%) Data Warehouse
2 3 (60.00%) HP
2 3 (60.00%) Migration
2 3 (60.00%) Data Migration
3 2 (40.00%) Tableau
3 2 (40.00%) Data Quality
3 2 (40.00%) SAP CRM
3 2 (40.00%) ETL
3 2 (40.00%) SQL
3 2 (40.00%) CRM
3 2 (40.00%) XML
3 2 (40.00%) SQL Server
3 2 (40.00%) Callidus
3 2 (40.00%) SQL Server Integration Services
3 2 (40.00%) Data Deduplication
4 1 (20.00%) NetSuite
4 1 (20.00%) Zuora
4 1 (20.00%) Apttus
4 1 (20.00%) OLAP
4 1 (20.00%) PRINCE2
4 1 (20.00%) Data Modelling
4 1 (20.00%) IDOL
4 1 (20.00%) Trillium
4 1 (20.00%) ISEB
4 1 (20.00%) Informatica
4 1 (20.00%) SAP BW
4 1 (20.00%) Salesforce.com

Data Cleansing
Co-occurring IT Skills in Reading 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:

Business Applications
1 2 (40.00%) SAP CRM
2 1 (20.00%) NetSuite
2 1 (20.00%) Oracle Retail
Cloud Services
1 1 (20.00%) SaaS
Database & Business Intelligence
1 3 (60.00%) Data Warehouse
2 2 (40.00%) SQL Server
2 2 (40.00%) SQL Server Integration Services
3 1 (20.00%) Data Mart
3 1 (20.00%) IDOL
3 1 (20.00%) OLAP
3 1 (20.00%) OLAP Cube
3 1 (20.00%) Relational Database
3 1 (20.00%) SAP BW
General
1 1 (20.00%) Retail
Job Titles
1 2 (40.00%) Analyst
1 2 (40.00%) Data Migration Specialist
1 2 (40.00%) Migration Specialist
1 2 (40.00%) Oracle Specialist
1 2 (40.00%) SSIS Specialist
2 1 (20.00%) Business Analyst
2 1 (20.00%) Data Analyst
2 1 (20.00%) Data Migration Analyst
2 1 (20.00%) Developer
2 1 (20.00%) Migration Analyst
2 1 (20.00%) Oracle Analyst
2 1 (20.00%) Oracle Business Analyst
2 1 (20.00%) Retail Business Analyst
2 1 (20.00%) SAP BW Developer
2 1 (20.00%) SAP Developer
Libraries, Frameworks & Software Standards
1 2 (40.00%) XML
Processes & Methodologies
1 3 (60.00%) Data Migration
1 3 (60.00%) Migration
2 2 (40.00%) CRM
2 2 (40.00%) Data Deduplication
2 2 (40.00%) ETL
3 1 (20.00%) Data Conversion
3 1 (20.00%) Data Modelling
3 1 (20.00%) PRINCE2
Programming Languages
1 2 (40.00%) SQL
Qualifications
1 1 (20.00%) IIBA
1 1 (20.00%) ISEB
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
Vendors
1 4 (80.00%) Oracle
1 4 (80.00%) SAP
2 3 (60.00%) HP
2 3 (60.00%) Siebel
3 2 (40.00%) Callidus
3 2 (40.00%) Tableau
4 1 (20.00%) Apttus
4 1 (20.00%) Informatica
4 1 (20.00%) Salesforce.com
4 1 (20.00%) Trillium
4 1 (20.00%) Vertica
4 1 (20.00%) Zuora