Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Oxfordshire 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 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 > Oxfordshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 94 102 105
Rank change year-on-year +8 +3 -33
Contract jobs citing Data Cleansing 11 4 4
As % of all contract IT jobs advertised in Oxfordshire 0.89% 0.31% 0.29%
As % of the Processes & Methodologies category 1.07% 0.36% 0.36%
Number of daily rates quoted 11 4 3
Oxfordshire median daily rate £450 £450 £405
Median daily rate % change year-on-year - +11.11% +80.00%
10th Percentile £385 £364 £401
90th Percentile £500 £475 £433
South East median daily rate £425 £395 £388
% change year-on-year +7.59% +1.94% +20.16%
Number of hourly rates quoted 0 0 0
Oxfordshire median hourly rate - - -
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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Contract vacancies with a requirement for process or methodology skills 1030 1114 1101
As % of all contract IT jobs advertised in Oxfordshire 83.20% 87.24% 81.02%
Number of daily rates quoted 838 805 807
Oxfordshire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £300 £213 £230
90th Percentile £588 £538 £520
South East median daily rate £425 £400 £391
% change year-on-year +6.25% +2.43% +4.13%
Number of hourly rates quoted 16 29 42
Oxfordshire median hourly rate £23.00 £20.00 £22.50
Median hourly rate % change year-on-year +15.00% -11.11% +52.54%
10th Percentile £13.67 £14.35 £12.57
90th Percentile £77.50 £44.15 £55.00
South East median hourly rate £23.07 £26.50 £26.09
% change year-on-year -12.94% +1.57% +49.09%

Data Cleansing
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Data Cleansing in Oxfordshire

Data Cleansing
Contractor Daily Rate Trend in Oxfordshire

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

Contractor daily rate trend for Data Cleansing in Oxfordshire

Data Cleansing
Contractor Daily Rate Histogram in Oxfordshire

The daily rate distribution of IT jobs citing Data Cleansing in Oxfordshire over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Cleansing in Oxfordshire

Data Cleansing
Contract Job Locations in Oxfordshire

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 Oxfordshire region over the 6 months to 18 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
Oxford +5 8 £450 +28.57%
Kidlington - 2 £429 -
Abingdon - 1 £375 -
Data Cleansing
South East

For the 6 months to 18 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 Oxfordshire region with a requirement for Data Cleansing.

1 10 (90.91%) SQL
2 8 (72.73%) Oracle
3 4 (36.36%) Reference Data
3 4 (36.36%) Publishing
4 3 (27.27%) Agile Software Development
4 3 (27.27%) Oracle BPM
5 2 (18.18%) Test Automation
5 2 (18.18%) WebSphere
5 2 (18.18%) Selenium
5 2 (18.18%) Data Management
5 2 (18.18%) Scrum
5 2 (18.18%) Java
5 2 (18.18%) Master Data Management
5 2 (18.18%) SDLC
6 1 (9.09%) API Testing
6 1 (9.09%) Front End Development
6 1 (9.09%) Power BI
6 1 (9.09%) Analytical Skills
6 1 (9.09%) Algorithms
6 1 (9.09%) Azure Data Factory
6 1 (9.09%) Azure SQL Data Warehouse
6 1 (9.09%) HTML
6 1 (9.09%) JavaScript
6 1 (9.09%) PL/SQL
6 1 (9.09%) Migration
6 1 (9.09%) Change Management
6 1 (9.09%) Regression Testing
6 1 (9.09%) Management Information System
6 1 (9.09%) JMeter
6 1 (9.09%) SQL Server Reporting Services

Data Cleansing
Co-occurring IT Skills in Oxfordshire 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:

Application Platforms
1 2 (18.18%) WebSphere
2 1 (9.09%) Confluence
2 1 (9.09%) JBoss
Business Applications
1 3 (27.27%) Oracle BPM
Cloud Services
1 1 (9.09%) Azure Data Factory
1 1 (9.09%) Microsoft Azure
Communications & Networking
1 1 (9.09%) Internet
Database & Business Intelligence
1 1 (9.09%) Azure SQL Data Warehouse
1 1 (9.09%) Data Warehouse
1 1 (9.09%) HDInsight
1 1 (9.09%) Power BI
1 1 (9.09%) SQL Server Analysis Services
1 1 (9.09%) SQL Server Integration Services
1 1 (9.09%) SQL Server Reporting Services
Development Applications
1 2 (18.18%) Selenium
2 1 (9.09%) Cucumber
2 1 (9.09%) Jenkins
2 1 (9.09%) JIRA
2 1 (9.09%) JMeter
2 1 (9.09%) JUnit
2 1 (9.09%) LoadRunner
2 1 (9.09%) WebDriver
General
1 4 (36.36%) Publishing
Job Titles
1 9 (81.82%) Analyst
2 7 (63.64%) Data Analyst
3 5 (45.45%) SQL Analyst
3 5 (45.45%) SQL Data Analyst
4 3 (27.27%) Customer Analyst
4 3 (27.27%) Oracle Analyst
4 3 (27.27%) Product Analyst
5 1 (9.09%) Analyst Developer
5 1 (9.09%) Automation Test Analyst
5 1 (9.09%) Automation Tester
5 1 (9.09%) Consultant
5 1 (9.09%) Data Consultant
5 1 (9.09%) Data Migration Consultant
5 1 (9.09%) Developer Analyst
5 1 (9.09%) ETL Consultant
5 1 (9.09%) Migration Consultant
5 1 (9.09%) Report Analyst
5 1 (9.09%) Report Developer
5 1 (9.09%) Test Analyst
5 1 (9.09%) Tester
Libraries, Frameworks & Software Standards
1 1 (9.09%) CSS
1 1 (9.09%) Gherkin
1 1 (9.09%) HTML
1 1 (9.09%) SOAP
Miscellaneous
1 4 (36.36%) Reference Data
2 1 (9.09%) Algorithms
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Management Information System
Operating Systems
1 1 (9.09%) Windows
Processes & Methodologies
1 3 (27.27%) Agile Software Development
2 2 (18.18%) Data Management
2 2 (18.18%) Master Data Management
2 2 (18.18%) Scrum
2 2 (18.18%) SDLC
2 2 (18.18%) Test Automation
3 1 (9.09%) Analytics
3 1 (9.09%) API Testing
3 1 (9.09%) Business Intelligence
3 1 (9.09%) Change Management
3 1 (9.09%) Configuration Management
3 1 (9.09%) ETL
3 1 (9.09%) Front End Development
3 1 (9.09%) Machine Learning
3 1 (9.09%) Project Management
3 1 (9.09%) Regression Testing
3 1 (9.09%) SOA
3 1 (9.09%) Software Delivery
3 1 (9.09%) System Integration Testing
3 1 (9.09%) Visualisation
Programming Languages
1 10 (90.91%) SQL
2 2 (18.18%) Java
3 1 (9.09%) JavaScript
3 1 (9.09%) PL/SQL
3 1 (9.09%) Python
3 1 (9.09%) R
Qualifications
1 1 (9.09%) Security Cleared
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
1 1 (9.09%) QA
Vendors
1 8 (72.73%) Oracle
2 1 (9.09%) Cognos
2 1 (9.09%) HP
2 1 (9.09%) Microsoft
2 1 (9.09%) Tableau