Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cheshire 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 24 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)
North West > Cheshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 80 - 111
Rank change year-on-year - +111 -22
Contract jobs citing Data Cleansing 11 0 3
As % of all contract IT jobs advertised in Cheshire 0.83% - 0.14%
As % of the Processes & Methodologies category 0.99% - 0.17%
Number of daily rates quoted 11 0 2
Cheshire median daily rate £338 - £358
10th Percentile £275 - £218
90th Percentile £430 - £503
North West median daily rate £375 £600 £375
% change year-on-year -37.50% +60.00% +7.14%
Number of hourly rates quoted 0 0 1
Cheshire median hourly rate - - £33.00
North West median hourly rate £53.00 £20.50 £33.00
% change year-on-year +158.54% -37.88% -8.33%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Contract vacancies with a requirement for process or methodology skills 1112 1245 1759
As % of all contract IT jobs advertised in Cheshire 83.55% 85.98% 84.20%
Number of daily rates quoted 799 893 1159
Cheshire median daily rate £420 £400 £425
Median daily rate % change year-on-year +5.00% -5.88% +9.68%
10th Percentile £263 £238 £279
90th Percentile £625 £600 £600
North West median daily rate £400 £400 £400
Number of hourly rates quoted 38 32 58
Cheshire median hourly rate £13.00 £19.06 £17.50
Median hourly rate % change year-on-year -31.80% +8.93% -4.19%
10th Percentile £10.58 £13.00 £12.81
90th Percentile £35.00 £33.75 £35.00
North West median hourly rate £25.00 £22.00 £30.52
% change year-on-year +13.64% -27.92% +74.40%

Data Cleansing
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Data Cleansing in Cheshire

Data Cleansing
Contractor Daily Rate Trend in Cheshire

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

Contractor daily rate trend for Data Cleansing in Cheshire

Data Cleansing
Contractor Daily Rate Histogram in Cheshire

The daily rate distribution of IT jobs citing Data Cleansing in Cheshire over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Cleansing in Cheshire

Data Cleansing
Contractor Hourly Rate Trend in Cheshire

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

Contractor hourly rate trend for Data Cleansing in Cheshire

Data Cleansing
Contract Job Locations in Cheshire

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 Cheshire region over the 6 months to 24 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
Crewe - 4 £313 -
Macclesfield - 1 £420 -
Alderley Edge - 1 £420 -
Chester - 1 £375 -
Data Cleansing
North West

For the 6 months to 24 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 Cheshire region with a requirement for Data Cleansing.

1 9 (81.82%) Data Modelling
2 8 (72.73%) ETL
3 7 (63.64%) Data Management
3 7 (63.64%) Business Intelligence
4 6 (54.55%) Migration
4 6 (54.55%) Master Data Management
5 5 (45.45%) Microsoft
5 5 (45.45%) Data Analysis
6 4 (36.36%) Quality Management
6 4 (36.36%) BusinessObjects
6 4 (36.36%) Data Mining
6 4 (36.36%) JavaScript
6 4 (36.36%) SQL
6 4 (36.36%) Microsoft Office
6 4 (36.36%) XML
6 4 (36.36%) SharePoint
6 4 (36.36%) Data Warehouse
6 4 (36.36%) MS Visio
6 4 (36.36%) Trello
6 4 (36.36%) ETL Development
6 4 (36.36%) Slack
6 4 (36.36%) Reference Data Management
6 4 (36.36%) Geospatial Data
6 4 (36.36%) Digital Transformation Programme
6 4 (36.36%) Statistics
6 4 (36.36%) Reference Data
6 4 (36.36%) Data Architecture
6 4 (36.36%) Data Quality
6 4 (36.36%) Big Data
7 3 (27.27%) Kimball Methodology

Data Cleansing
Co-occurring IT Skills in Cheshire 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 4 (36.36%) SharePoint
2 1 (9.09%) BizTalk Server
2 1 (9.09%) SAS
Applications
1 4 (36.36%) Microsoft Office
1 4 (36.36%) MS Visio
2 1 (9.09%) Microsoft Excel
2 1 (9.09%) Spreadsheet
Business Applications
1 1 (9.09%) Dynamics CRM
Cloud Services
1 4 (36.36%) Slack
1 4 (36.36%) Trello
Database & Business Intelligence
1 4 (36.36%) Big Data
1 4 (36.36%) BusinessObjects
1 4 (36.36%) Data Mining
1 4 (36.36%) Data Warehouse
1 4 (36.36%) Geospatial Data
2 3 (27.27%) Data Mart
2 3 (27.27%) Spatial Data
3 1 (9.09%) GIS
General
1 2 (18.18%) Pharmaceutical
2 1 (9.09%) Advertising
2 1 (9.09%) Finance
Job Titles
1 8 (72.73%) Analyst
2 5 (45.45%) Data Analyst
3 3 (27.27%) Developer
3 3 (27.27%) ETL Developer
3 3 (27.27%) Technical Analyst
4 2 (18.18%) Business Analyst
5 1 (9.09%) Business Data Analyst
5 1 (9.09%) CRM Analyst
5 1 (9.09%) Data Business Analyst
5 1 (9.09%) ETL Analyst
5 1 (9.09%) SAP BusinessObjects (BO) Analyst
5 1 (9.09%) SAS Analyst
5 1 (9.09%) Senior Analyst
5 1 (9.09%) Senior Business Analyst
5 1 (9.09%) Support Analyst
Libraries, Frameworks & Software Standards
1 4 (36.36%) XML
Miscellaneous
1 4 (36.36%) Reference Data
2 1 (9.09%) Analytical Skills
2 1 (9.09%) Data Protection Act
2 1 (9.09%) Data Structures
Processes & Methodologies
1 9 (81.82%) Data Modelling
2 8 (72.73%) ETL
3 7 (63.64%) Business Intelligence
3 7 (63.64%) Data Management
4 6 (54.55%) Master Data Management
4 6 (54.55%) Migration
5 5 (45.45%) Data Analysis
6 4 (36.36%) Data Architecture
6 4 (36.36%) Digital Transformation Programme
6 4 (36.36%) ETL Development
6 4 (36.36%) Quality Management
6 4 (36.36%) Reference Data Management
6 4 (36.36%) Statistics
7 3 (27.27%) Kimball Methodology
8 2 (18.18%) Business Analysis
8 2 (18.18%) Data Migration
8 2 (18.18%) Dimensional Modelling
8 2 (18.18%) SAP Implementation
9 1 (9.09%) Business Transformation
9 1 (9.09%) Data Governance
Programming Languages
1 4 (36.36%) JavaScript
1 4 (36.36%) SQL
Quality Assurance & Compliance
1 4 (36.36%) Data Quality
Vendors
1 5 (45.45%) Microsoft
2 2 (18.18%) SAP
3 1 (9.09%) Remedy