Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Wiltshire 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 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 West > Wiltshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 78 82 88
Rank change year-on-year +4 +6 -8
Contract jobs citing Data Cleansing 13 4 2
As % of all contract IT jobs advertised in Wiltshire 1.02% 0.31% 0.13%
As % of the Processes & Methodologies category 1.20% 0.38% 0.17%
Number of daily rates quoted 11 3 2
Wiltshire median daily rate £475 £338 £463
Median daily rate % change year-on-year +40.74% -27.03% +100.00%
10th Percentile £419 £286 £429
90th Percentile £488 £549 £486
South West median daily rate £473 £360 £375
% change year-on-year +31.25% -4.00% +25.00%
Number of hourly rates quoted 0 0 0
Wiltshire median hourly rate - - -
South West median hourly rate - - -

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 Wiltshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Wiltshire
Contract vacancies with a requirement for process or methodology skills 1086 1053 1202
As % of all contract IT jobs advertised in Wiltshire 84.84% 81.95% 79.55%
Number of daily rates quoted 734 761 822
Wiltshire median daily rate £425 £400 £388
Median daily rate % change year-on-year +6.25% +3.23% -3.13%
10th Percentile £288 £259 £255
90th Percentile £600 £575 £543
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 17 23 34
Wiltshire median hourly rate £32.00 £38.50 £34.50
Median hourly rate % change year-on-year -16.88% +11.59% +23.21%
10th Percentile £13.00 £13.30 £13.86
90th Percentile £40.75 £47.50 £45.60
South West median hourly rate £35.00 £31.50 £39.00
% change year-on-year +11.11% -19.23% +44.44%

Data Cleansing
Job Vacancy Trend in Wiltshire

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

Job vacancy trend for Data Cleansing in Wiltshire

Data Cleansing
Contractor Daily Rate Trend in Wiltshire

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

Contractor daily rate trend for Data Cleansing in Wiltshire

Data Cleansing
Contractor Hourly Rate Trend in Wiltshire

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

Contractor hourly rate trend for Data Cleansing in Wiltshire

Data Cleansing
Contract Job Locations in Wiltshire

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 Wiltshire region over the 6 months to 23 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
Swindon +10 10 £475 -20.83%
Warminster - 1 £475 -
Data Cleansing
South West

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

1 11 (84.62%) SQL Server
1 11 (84.62%) Migration
2 10 (76.92%) Finance
2 10 (76.92%) Data Modelling
2 10 (76.92%) Data Migration
2 10 (76.92%) Data Quality
3 9 (69.23%) Data Transformation
3 9 (69.23%) Post-Production
3 9 (69.23%) JSON
3 9 (69.23%) XML
3 9 (69.23%) SQL
4 8 (61.54%) Analytical Skills
5 7 (53.85%) Stakeholder Management
5 7 (53.85%) User Acceptance Testing
5 7 (53.85%) Integration Testing
6 4 (30.77%) Programme Management
6 4 (30.77%) BPSS Clearance
6 4 (30.77%) PMO
7 3 (23.08%) ETL
8 2 (15.38%) Business Intelligence
8 2 (15.38%) Microsoft
8 2 (15.38%) Data Warehouse
8 2 (15.38%) Data Architecture
8 2 (15.38%) Greenfield Project
9 1 (7.69%) SAP Data Services
9 1 (7.69%) Cybersecurity
9 1 (7.69%) Disclosure Scotland
9 1 (7.69%) SQL Server 2016
9 1 (7.69%) Data Conversion
9 1 (7.69%) Security Cleared

Data Cleansing
Co-occurring IT Skills in Wiltshire 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:

Communications & Networking
1 1 (7.69%) Internet
Database & Business Intelligence
1 11 (84.62%) SQL Server
2 2 (15.38%) Data Warehouse
3 1 (7.69%) BusinessObjects
3 1 (7.69%) SAP Data Services
3 1 (7.69%) SQL Server 2016
3 1 (7.69%) SQL Server Analysis Services
3 1 (7.69%) SQL Server Integration Services
3 1 (7.69%) SQL Server Reporting Services
Development Applications
1 1 (7.69%) ERwin
General
1 10 (76.92%) Finance
Job Titles
1 2 (15.38%) Architect
1 2 (15.38%) Business Intelligence Architect
2 1 (7.69%) Analyst
2 1 (7.69%) Business Architect
2 1 (7.69%) Consultant
2 1 (7.69%) Data Analyst
2 1 (7.69%) Data Consultant
2 1 (7.69%) Data Migration Consultant
2 1 (7.69%) Data Migration Lead
2 1 (7.69%) Data Migration Specialist
2 1 (7.69%) Migration Consultant
2 1 (7.69%) Migration Specialist
2 1 (7.69%) SQL BI Architect
2 1 (7.69%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 9 (69.23%) JSON
1 9 (69.23%) XML
Miscellaneous
1 8 (61.54%) Analytical Skills
2 2 (15.38%) Greenfield Project
Processes & Methodologies
1 11 (84.62%) Migration
2 10 (76.92%) Data Migration
2 10 (76.92%) Data Modelling
3 9 (69.23%) Data Transformation
3 9 (69.23%) Post-Production
4 7 (53.85%) Integration Testing
4 7 (53.85%) Stakeholder Management
4 7 (53.85%) User Acceptance Testing
5 4 (30.77%) Programme Management
6 3 (23.08%) ETL
7 2 (15.38%) Business Intelligence
7 2 (15.38%) Data Architecture
8 1 (7.69%) Cybersecurity
8 1 (7.69%) Data Analysis
8 1 (7.69%) Data Conversion
8 1 (7.69%) Data Management
8 1 (7.69%) Quality Management
8 1 (7.69%) TOGAF
Programming Languages
1 9 (69.23%) SQL
Qualifications
1 4 (30.77%) BPSS Clearance
2 1 (7.69%) Degree
2 1 (7.69%) Security Cleared
Quality Assurance & Compliance
1 10 (76.92%) Data Quality
2 4 (30.77%) PMO
3 1 (7.69%) Disclosure Scotland
Vendors
1 2 (15.38%) Microsoft
2 1 (7.69%) SAP