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 3 months to 23 June 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
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 135 140 136
Rank change year-on-year +5 -4  
Contract jobs citing Data Cleansing 3 3 9
As % of all contract IT jobs advertised in the South West 0.11% 0.10% 0.29%
As % of the Processes & Methodologies category 0.13% 0.13% 0.37%
Number of daily rates quoted 1 3 9
Median daily rate £153 £438 £318
Median daily rate % change year-on-year -65.14% +37.79%  
UK excluding London median daily rate £408 £400 £350
% change year-on-year +1.87% +14.28%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.00 £15.25 £33.00
% change year-on-year +18.03% -53.78%  

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

Contract Process & Methodology Skills
South West
Contract job vacancies with a requirement for process and methodology skills 2229 2361 2453
As % of all contract IT job vacancies advertised in the South West 82.04% 78.91% 78.60%
Number of daily rates quoted 1424 1557 1643
Median daily rate £400 £385 £388
Median daily rate % change year-on-year +3.89% -0.64%  
90% offered a daily rate of more than £285 £280 £288
10% offered a daily rate of more than £550 £575 £525
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 92 108 112
Median hourly rate £43.50 £35.25 £36.40
Median hourly rate % change year-on-year +23.40% -3.15%  
90% offered a hourly rate of more than £17.00 £21.50 £16.00
10% offered a hourly rate of more than £52.50 £45.75 £55.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Cleansing
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Data Cleansing as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 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 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol -5 1 - -
Gloucestershire - 1 £153 -
Wiltshire - 1 - - 1
Data Cleansing
England

For the 6 months to 23 June 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 6 (60.00%) SQL
1 6 (60.00%) T-SQL
1 6 (60.00%) SQL Server
1 6 (60.00%) Migration
2 5 (50.00%) ETL
2 5 (50.00%) Microsoft
2 5 (50.00%) SQL Server Reporting Services
2 5 (50.00%) SQL Server Integration Services
2 5 (50.00%) Data Migration
2 5 (50.00%) SQL Server 2008
3 4 (40.00%) Team Foundation Server
3 4 (40.00%) Issue Tracking
3 4 (40.00%) SQL Server 2014
3 4 (40.00%) Windows Server
3 4 (40.00%) High Availability
3 4 (40.00%) C#
3 4 (40.00%) PHP
3 4 (40.00%) .NET
3 4 (40.00%) MS Access
3 4 (40.00%) Visual Studio
3 4 (40.00%) Windows
4 2 (20.00%) Dynamics CRM
4 2 (20.00%) Degree
4 2 (20.00%) Data Quality
4 2 (20.00%) Finance
4 2 (20.00%) Microsoft Excel
4 2 (20.00%) Data Modelling
4 2 (20.00%) CRM
5 1 (10.00%) Quality Management
5 1 (10.00%) GAP Analysis

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:

Application Platforms
1 1 (10.00%) SAS
1 1 (10.00%) SharePoint
Applications
1 2 (20.00%) Microsoft Excel
2 1 (10.00%) Microsoft Office
2 1 (10.00%) Spreadsheet
2 1 (10.00%) Stata
Business Applications
1 2 (20.00%) Dynamics CRM
2 1 (10.00%) Dynamics AX
Communications & Networking
1 1 (10.00%) Internet
Database & Business Intelligence
1 6 (60.00%) SQL Server
2 5 (50.00%) SQL Server 2008
2 5 (50.00%) SQL Server Integration Services
2 5 (50.00%) SQL Server Reporting Services
3 4 (40.00%) MS Access
3 4 (40.00%) SQL Server 2014
4 1 (10.00%) Big Data
4 1 (10.00%) Data Warehouse
4 1 (10.00%) MySQL
4 1 (10.00%) PowerPivot
4 1 (10.00%) Star Schema
Development Applications
1 4 (40.00%) Team Foundation Server
1 4 (40.00%) Visual Studio
2 1 (10.00%) ERwin
General
1 2 (20.00%) Finance
2 1 (10.00%) Banking
Job Titles
1 5 (50.00%) Developer
2 3 (30.00%) Database Developer
3 2 (20.00%) DBA
4 1 (10.00%) Administrator
4 1 (10.00%) Analyst
4 1 (10.00%) Data Analyst
4 1 (10.00%) Data Steward
4 1 (10.00%) Data Warehouse Developer
4 1 (10.00%) Dynamics AX Developer
4 1 (10.00%) Microsoft Developer
4 1 (10.00%) Senior Developer
4 1 (10.00%) Senior Microsoft Developer
4 1 (10.00%) SQL Database Developer
4 1 (10.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (40.00%) .NET
Miscellaneous
1 1 (10.00%) Analytical Skills
1 1 (10.00%) Management Information System
Operating Systems
1 4 (40.00%) Windows
1 4 (40.00%) Windows Server
Processes & Methodologies
1 6 (60.00%) Migration
2 5 (50.00%) Data Migration
2 5 (50.00%) ETL
3 4 (40.00%) High Availability
3 4 (40.00%) Issue Tracking
4 2 (20.00%) CRM
4 2 (20.00%) Data Modelling
5 1 (10.00%) Cybersecurity
5 1 (10.00%) Data Transformation
5 1 (10.00%) Dependency Management
5 1 (10.00%) ERP
5 1 (10.00%) GAP Analysis
5 1 (10.00%) Kimball Methodology
5 1 (10.00%) Mathematics
5 1 (10.00%) Quality Management
5 1 (10.00%) Root Cause Analysis
5 1 (10.00%) SDLC
5 1 (10.00%) Statistics
5 1 (10.00%) Time Series Analysis
5 1 (10.00%) Workflow
Programming Languages
1 6 (60.00%) SQL
1 6 (60.00%) T-SQL
2 4 (40.00%) C#
2 4 (40.00%) PHP
3 1 (10.00%) R
3 1 (10.00%) X++
Qualifications
1 2 (20.00%) Degree
2 1 (10.00%) Postgraduate
Quality Assurance & Compliance
1 2 (20.00%) Data Quality
Vendors
1 5 (50.00%) Microsoft
2 1 (10.00%) IBM
Wiltshire
NCC Group
Rate: Competitive rates
Posted: 6 days ago