Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South West 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)
England > South West
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 180 186 210
Rank change year-on-year +6 +24 -20
Contract jobs citing Data Cleansing 17 23 12
As % of all contract IT jobs advertised in the South West 0.30% 0.40% 0.18%
As % of the Processes & Methodologies category 0.37% 0.50% 0.23%
Number of daily rates quoted 14 19 10
South West median daily rate £473 £375 £328
Median daily rate % change year-on-year +26.00% +14.50% +9.17%
10th Percentile £222 £226 £306
90th Percentile £484 £588 £476
England median daily rate £425 £425 £388
% change year-on-year - +9.68% -0.64%
Number of hourly rates quoted 0 0 0
South West median hourly rate - - -
England median hourly rate £35.00 £20.00 £15.50
% change year-on-year +75.00% +29.03% +0.75%

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 the South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Contract vacancies with a requirement for process or methodology skills 4570 4641 5272
As % of all contract IT jobs advertised in the South West 81.33% 79.92% 79.60%
Number of daily rates quoted 2882 3120 3572
South West median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -
10th Percentile £260 £238 £255
90th Percentile £556 £550 £525
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 186 269 254
South West median hourly rate £35.00 £31.50 £38.50
Median hourly rate % change year-on-year +11.11% -18.18% +48.08%
10th Percentile £12.19 £12.00 £13.86
90th Percentile £50.00 £47.50 £49.76
England median hourly rate £24.00 £24.41 £22.50
% change year-on-year -1.68% +8.49% +18.42%

Data Cleansing
Job Vacancy Trend in the South West

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Data Cleansing in the South West

Data Cleansing
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Data Cleansing in the South West

Data Cleansing
Contractor Daily Rate Histogram in the South West

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

Contractor daily rate histogram for Data Cleansing in the South West

Data Cleansing
Contractor Hourly Rate Trend in the South West

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

Contractor hourly rate trend for Data Cleansing in the South West

Data Cleansing
Contract Job Locations in the South West

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 South West 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
Wiltshire +5 13 £475 +40.74%
Gloucestershire +11 2 £153 -72.27%
Bristol -18 1 £423 +26.12% 1
Somerset - 1 £120 -
Data Cleansing
England

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 South West region with a requirement for Data Cleansing.

1 12 (70.59%) Data Quality
2 11 (64.71%) SQL Server
2 11 (64.71%) Finance
2 11 (64.71%) Migration
3 10 (58.82%) SQL
3 10 (58.82%) Data Modelling
3 10 (58.82%) Analytical Skills
3 10 (58.82%) Data Migration
4 9 (52.94%) JSON
4 9 (52.94%) Data Transformation
4 9 (52.94%) XML
4 9 (52.94%) Post-Production
5 8 (47.06%) Stakeholder Management
6 7 (41.18%) User Acceptance Testing
6 7 (41.18%) Integration Testing
7 4 (23.53%) BPSS Clearance
7 4 (23.53%) Programme Management
7 4 (23.53%) ETL
7 4 (23.53%) PMO
8 3 (17.65%) Business Intelligence
8 3 (17.65%) Data Warehouse
9 2 (11.76%) Degree
9 2 (11.76%) SQL Server Integration Services
9 2 (11.76%) SQL Server Analysis Services
9 2 (11.76%) Data Architecture
9 2 (11.76%) SQL Server Reporting Services
9 2 (11.76%) Microsoft Excel
9 2 (11.76%) Microsoft
9 2 (11.76%) Greenfield Project
9 2 (11.76%) Tableau

Data Cleansing
Co-occurring IT Skills in the South West 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 2 (11.76%) Microsoft Excel
Business Applications
1 1 (5.88%) Dynamics CRM
Communications & Networking
1 1 (5.88%) Broadband
1 1 (5.88%) Internet
Database & Business Intelligence
1 11 (64.71%) SQL Server
2 3 (17.65%) Data Warehouse
3 2 (11.76%) SQL Server Analysis Services
3 2 (11.76%) SQL Server Integration Services
3 2 (11.76%) SQL Server Reporting Services
4 1 (5.88%) BusinessObjects
4 1 (5.88%) MySQL
4 1 (5.88%) Power BI
4 1 (5.88%) QlikView
4 1 (5.88%) SAP Data Services
4 1 (5.88%) Spotfire
4 1 (5.88%) SQL Server 2016
Development Applications
1 1 (5.88%) ERwin
General
1 11 (64.71%) Finance
2 1 (5.88%) Marketing
2 1 (5.88%) Telecoms
Job Titles
1 2 (11.76%) Architect
1 2 (11.76%) Business Intelligence Architect
2 1 (5.88%) Analyst
2 1 (5.88%) Business Architect
2 1 (5.88%) Business Intelligence Manager
2 1 (5.88%) Business Manager
2 1 (5.88%) Consultant
2 1 (5.88%) Data Analyst
2 1 (5.88%) Data Consultant
2 1 (5.88%) Data Migration Consultant
2 1 (5.88%) Data Migration Lead
2 1 (5.88%) Data Migration Specialist
2 1 (5.88%) Data Steward
2 1 (5.88%) Database Developer
2 1 (5.88%) Developer
2 1 (5.88%) Migration Consultant
2 1 (5.88%) Migration Specialist
2 1 (5.88%) Project Manager
2 1 (5.88%) SQL BI Architect
2 1 (5.88%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 9 (52.94%) JSON
1 9 (52.94%) XML
Miscellaneous
1 10 (58.82%) Analytical Skills
2 2 (11.76%) Greenfield Project
3 1 (5.88%) Virtual Team
Processes & Methodologies
1 11 (64.71%) Migration
2 10 (58.82%) Data Migration
2 10 (58.82%) Data Modelling
3 9 (52.94%) Data Transformation
3 9 (52.94%) Post-Production
4 8 (47.06%) Stakeholder Management
5 7 (41.18%) Integration Testing
5 7 (41.18%) User Acceptance Testing
6 4 (23.53%) ETL
6 4 (23.53%) Programme Management
7 3 (17.65%) Business Intelligence
8 2 (11.76%) Data Architecture
9 1 (5.88%) Analytics
9 1 (5.88%) Cybersecurity
9 1 (5.88%) Data Analysis
9 1 (5.88%) Data Analytics
9 1 (5.88%) Data Conversion
9 1 (5.88%) Digital Marketing
9 1 (5.88%) Root Cause Analysis
9 1 (5.88%) Visualisation
Programming Languages
1 10 (58.82%) SQL
Qualifications
1 4 (23.53%) BPSS Clearance
2 2 (11.76%) Degree
3 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 12 (70.59%) Data Quality
2 4 (23.53%) PMO
3 1 (5.88%) Disclosure Scotland
3 1 (5.88%) GDPR
Vendors
1 2 (11.76%) Microsoft
1 2 (11.76%) Tableau
2 1 (5.88%) IBM
2 1 (5.88%) SAP