The table below looks at the statistics for Data Cleansing skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 25 July 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 495 457 412
Rank change year-on-year
-38 -45
Contract jobs citing Data Cleansing 166 189 206
As % of all contract IT jobs located in the UK 0.31% 0.33% 0.38%
As % of the Processes & Methodologies category 0.37% 0.42% 0.49%
Number of daily rates quoted 100 114 116
Median daily rate £375 £375 £375
90% offered a daily rate of more than £200 £258 £250
10% offered a daily rate of more than £493 £525 £525
UK excluding London median daily rate £375 £338 £350
% change year-on-year
+11.11% -3.57%
Number of hourly rates quoted 3 5 5
Median hourly rate £33.79 £15.50 £15.00
Median hourly rate % change year-on-year
+118.00% +3.33%
UK excluding London median hourly rate - £15.50 £15.00
% change year-on-year
- +3.33%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
44695 45488 42364
As % of all contract IT jobs located in the UK 82.73% 79.85% 78.62%
Number of daily rates quoted 29540 29430 26290
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £295 £283 £275
10% offered a daily rate of more than £600 £575 £563
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1044 1183 1185
Median hourly rate £28.50 £28.50 £25.00
Median hourly rate % change year-on-year
- +14.00%
90% offered a hourly rate of more than £12.50 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.17 £47.50
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Data Cleansing
Jobs Demand Trend

The demand trend of contract jobs citing Data Cleansing as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in the UK

Data Cleansing
Daily Rate Trend

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

Data Cleansing Daily Rate Trend in the UK

Data Cleansing
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing within the UK over the 3 months to 25 July 2016.

Data Cleansing Daily Rate Histogram in the UK

Data Cleansing
Hourly Rate Trend

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

Data Cleansing Hourly Rate Trend in the UK

Data Cleansing
Top 30 Contract Locations

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 UK over the 3 months to 25 July 2016. 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
(Click see detailed
statistics and trends)
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
England -21 154 £375 - 25
London -16 74 £400 -2.43% 10
South East +14 27 £350 -39.13% 9
East of England +26 15 £400 +6.66%
City of London +38 14 £431 +15.00% 3
Berkshire +7 12 £434 -24.56% 4
North West +6 9 £275 -12.00% 2
South West -1 9 £375 +20.00% 2
West Sussex +2 8 £200 -36.00% 1
Northamptonshire +2 8 £375 -16.66%
East Midlands -6 8 £375 -16.66%
Cambridgeshire +21 6 £400 -
West Midlands -44 6 £425 +36.00%
Crawley +3 5 £225 -28.00% 1
Bristol - 5 £375 -
Hertfordshire +18 4 £400 +3.22%
Scotland -2 4 £438 +13.26% 3
Manchester -9 4 £269 +22.85% 2
M4 Corridor - 4 - -
Watford +8 3 £400 +14.28%
Bedfordshire +6 3 £388 +13.97%
Yorkshire -14 3 £288 -1.28% 1
Hayes - 3 £375 -
Gloucestershire - 3 £550 -
Wales +16 2 £350 +75.00% 1
South Wales +11 2 £350 +86.66% 1
Reading +5 2 £275 -52.17% 1
Leeds +4 2 £375 -31.81%
Glasgow +2 2 £275 -34.91% 1
Merseyside 0 2 £155 -50.40%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 25 July 2016, 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 with a requirement for Data Cleansing.

1 187 (54.68%) Migration
2 157 (45.91%) Data Migration
3 137 (40.06%) Data Quality
4 107 (31.29%) SQL
5 97 (28.36%) Data Modelling
6 91 (26.61%) Finance
7 74 (21.64%) ETL
8 66 (19.30%) Data Analysis
9 58 (16.96%) Data Mapping
10 56 (16.37%) Oracle
11 55 (16.08%) SAP
12 53 (15.50%) Validation
13 52 (15.20%) SQL Server
14 51 (14.91%) Data Management
15 43 (12.57%) MS Excel
16 41 (11.99%) Data Warehouse
16 41 (11.99%) Microsoft
16 41 (11.99%) Data Transformation
17 40 (11.70%) Data Architecture
18 35 (10.23%) Data Governance
19 34 (9.94%) Business Intelligence
20 32 (9.36%) Master Data Management
21 31 (9.06%) Data Extraction
21 31 (9.06%) CRM
22 28 (8.19%) User Acceptance Testing
22 28 (8.19%) Analytics
23 26 (7.60%) ERP
24 24 (7.02%) T-SQL
25 23 (6.73%) Data Conversion
26 22 (6.43%) SQL Server Integration Services

Data Cleansing
Top Related IT Skills 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 10 (2.92%) SAS
2 9 (2.63%) SharePoint
3 4 (1.17%) Confluence
4 2 (0.58%) Apache Spark
5 1 (0.29%) BizTalk Server
5 1 (0.29%) Documentum
5 1 (0.29%) Tomcat
Applications
1 43 (12.57%) MS Excel
2 10 (2.92%) Spreadsheet
3 8 (2.34%) MS Office
4 7 (2.05%) MS Project
4 7 (2.05%) MS Visio
5 5 (1.46%) MS PowerPoint
6 1 (0.29%) SPSS
Business Applications
1 19 (5.56%) Oracle EBS R12
2 16 (4.68%) Oracle EBS
3 11 (3.22%) Dynamics CRM
4 10 (2.92%) Oracle Financials
5 8 (2.34%) Unit4 Business World
6 7 (2.05%) Oracle Receivables
6 7 (2.05%) SAP HR
7 6 (1.75%) Maximo
7 6 (1.75%) Oracle Assets
7 6 (1.75%) Oracle Cash Management
7 6 (1.75%) Oracle General Ledger
7 6 (1.75%) Oracle Payables
8 5 (1.46%) Markit EDM
8 5 (1.46%) Oracle ERP
8 5 (1.46%) Salesforce.com CRM
8 5 (1.46%) SAP CRM
9 3 (0.88%) SAP FI
9 3 (0.88%) SAP Payroll
10 2 (0.58%) Oracle Payroll
10 2 (0.58%) SAP APO
Cloud Services
1 8 (2.34%) SuccessFactors
2 4 (1.17%) Amazon AWS
3 3 (0.88%) Google Apps
4 2 (0.58%) Google Cloud Platform
4 2 (0.58%) Microsoft Azure
5 1 (0.29%) Office 365
5 1 (0.29%) SaaS
Communications & Networking
1 4 (1.17%) TACACS
2 3 (0.88%) Firewall
3 2 (0.58%) ATM
3 2 (0.58%) Intranet
4 1 (0.29%) Extranet
Database & Business Intelligence
1 52 (15.20%) SQL Server
2 41 (11.99%) Data Warehouse
3 22 (6.43%) SQL Server Integration Services
4 18 (5.26%) Big Data
5 17 (4.97%) SQL Server Reporting Services
6 12 (3.51%) Data Mining
6 12 (3.51%) SQL Server Analysis Services
7 11 (3.22%) PostgreSQL
7 11 (3.22%) SQL Server 2008
8 10 (2.92%) DB2
8 10 (2.92%) MS Access
9 9 (2.63%) MySQL
10 8 (2.34%) BusinessObjects
10 8 (2.34%) JasperReports
10 8 (2.34%) NoSQL
10 8 (2.34%) SAP Data Services
11 7 (2.05%) Relational Database
12 6 (1.75%) Amazon Redshift
13 5 (1.46%) Enterprise Data Warehouse
13 5 (1.46%) SQL Server 2014
Development Applications
1 10 (2.92%) LSMW
2 7 (2.05%) JIRA
3 5 (1.46%) ERwin
4 4 (1.17%) Talend Open Studio
5 3 (0.88%) SQL Server Management Studio (SSMS)
5 3 (0.88%) Team Foundation Server
6 1 (0.29%) Toad
6 1 (0.29%) Visual Studio
General
1 91 (26.61%) Finance
2 15 (4.39%) Marketing
3 13 (3.80%) Retail
4 11 (3.22%) Banking
4 11 (3.22%) Manufacturing
5 7 (2.05%) Law
5 7 (2.05%) Legal
6 5 (1.46%) Pharmaceutical
7 3 (0.88%) Financial Institution
7 3 (0.88%) Retail Banking
7 3 (0.88%) Telecoms
8 2 (0.58%) Advertising
8 2 (0.58%) Billing
8 2 (0.58%) Front Office
8 2 (0.58%) Investment Banking
8 2 (0.58%) Local Government
8 2 (0.58%) Publishing
9 1 (0.29%) Automotive
9 1 (0.29%) Back Office
9 1 (0.29%) Electronics
Job Titles
1 158 (46.20%) Analyst
2 112 (32.75%) Data Analyst
3 36 (10.53%) Architect
4 34 (9.94%) Business Analyst
5 31 (9.06%) Developer
6 30 (8.77%) Consultant
7 28 (8.19%) Migration Analyst
8 24 (7.02%) Data Migration Analyst
9 23 (6.73%) Data Architect
9 23 (6.73%) Data Manager
10 18 (5.26%) Data Consultant
10 18 (5.26%) SQL Analyst
11 16 (4.68%) Data Business Analyst
12 15 (4.39%) SQL Data Analyst
13 14 (4.09%) Data Migration Consultant
13 14 (4.09%) Migration Consultant
13 14 (4.09%) Oracle Analyst
14 13 (3.80%) Data Migration Manager
14 13 (3.80%) Financial Analyst
14 13 (3.80%) Migration Manager
Libraries, Frameworks & Software Standards
1 11 (3.22%) XML
2 5 (1.46%) MDX
3 4 (1.17%) BAPI
4 3 (0.88%) .NET
5 2 (0.58%) Middleware
5 2 (0.58%) ODBC
5 2 (0.58%) Oracle Fusion
6 1 (0.29%) .NET Framework
6 1 (0.29%) ASP.NET
6 1 (0.29%) ASP.NET MVC
6 1 (0.29%) CSS
6 1 (0.29%) HTML
6 1 (0.29%) REST
6 1 (0.29%) SOAP
Miscellaneous
1 31 (9.06%) Data Extraction
2 23 (6.73%) Data Conversion
3 21 (6.14%) Analytical Skills
3 21 (6.14%) Data Structures
4 20 (5.85%) Management Information System
5 18 (5.26%) Reference Data
6 16 (4.68%) Data Integration
7 11 (3.22%) Learning Management System
8 6 (1.75%) Visualisation
9 5 (1.46%) Credit Risk
10 4 (1.17%) Data Protection Act
10 4 (1.17%) New Media
11 3 (0.88%) AS400
11 3 (0.88%) e-Learning
11 3 (0.88%) FMCG
11 3 (0.88%) Foreign Exchange (FX)
11 3 (0.88%) Statistics
11 3 (0.88%) Taxonomies
12 2 (0.58%) Algorithms
12 2 (0.58%) Client/Server
Operating Systems
1 9 (2.63%) Windows
2 8 (2.34%) Unix
3 1 (0.29%) Windows Server
3 1 (0.29%) Windows Server 2012
Processes & Methodologies
1 187 (54.68%) Migration
2 157 (45.91%) Data Migration
3 97 (28.36%) Data Modelling
4 74 (21.64%) ETL
5 66 (19.30%) Data Analysis
6 58 (16.96%) Data Mapping
7 53 (15.50%) Validation
8 51 (14.91%) Data Management
9 41 (11.99%) Data Transformation
10 40 (11.70%) Data Architecture
11 35 (10.23%) Data Governance
12 34 (9.94%) Business Intelligence
13 32 (9.36%) Master Data Management
14 31 (9.06%) CRM
15 28 (8.19%) Analytics
15 28 (8.19%) User Acceptance Testing
16 26 (7.60%) ERP
17 20 (5.85%) Physical Data Model
18 17 (4.97%) Agile Software Development
18 17 (4.97%) Logical Data Model
Programming Languages
1 107 (31.29%) SQL
2 24 (7.02%) T-SQL
3 9 (2.63%) PL/SQL
3 9 (2.63%) VBA
4 7 (2.05%) C
5 4 (1.17%) JavaScript
5 4 (1.17%) VB
6 3 (0.88%) ABAP
6 3 (0.88%) R
7 2 (0.58%) C#
7 2 (0.58%) Java
7 2 (0.58%) PowerShell
7 2 (0.58%) Python
8 1 (0.29%) COBOL
8 1 (0.29%) MATLAB
8 1 (0.29%) Shell Script
8 1 (0.29%) VBScript
Qualifications
1 13 (3.80%) Security Cleared
2 12 (3.51%) Degree
3 11 (3.22%) SC Cleared
4 2 (0.58%) ACCA
4 2 (0.58%) BPSS Clearance
4 2 (0.58%) CIMA
4 2 (0.58%) PMP
5 1 (0.29%) APMP
5 1 (0.29%) CTC Cleared
5 1 (0.29%) DBS Check
5 1 (0.29%) DV Cleared
5 1 (0.29%) ITIL Foundation Certificate
5 1 (0.29%) PMI Certification
5 1 (0.29%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 137 (40.06%) Data Quality
2 21 (6.14%) QA
3 5 (1.46%) Solvency II
4 2 (0.58%) EMIR
4 2 (0.58%) FATCA
4 2 (0.58%) GCP
4 2 (0.58%) GxP
4 2 (0.58%) Sarbanes-Oxley
5 1 (0.29%) Disclosure Scotland
5 1 (0.29%) ISO/IEC 27001
5 1 (0.29%) PCI DSS
System Software
1 4 (1.17%) Active Directory
2 3 (0.88%) Hyper-V
2 3 (0.88%) VMware Infrastructure
Systems Management
1 5 (1.46%) Oracle EDQ
2 4 (1.17%) Control-M
Vendors
1 56 (16.37%) Oracle
2 55 (16.08%) SAP
3 41 (11.99%) Microsoft
4 22 (6.43%) Informatica
5 14 (4.09%) Salesforce.com
6 9 (2.63%) IBM
6 9 (2.63%) Tableau
7 6 (1.75%) Google
8 4 (1.17%) Bloomberg
8 4 (1.17%) HP
8 4 (1.17%) Talend
8 4 (1.17%) Teradata
9 3 (0.88%) Cognos
9 3 (0.88%) Sage
9 3 (0.88%) VMware
10 2 (0.58%) Alteryx
10 2 (0.58%) Callidus
10 2 (0.58%) Calypso
10 2 (0.58%) CODA
10 2 (0.58%) Siebel
Cardiff, South Glamorgan
IntaPeople
Rate: Competitive
Posted: 2 hours ago
England
Opal Tree Solutions
Rate: £420 - £500 per day
Posted: 4 days ago
Uxbridge, Middlesex
Lorien Resourcing
Posted: 5 days ago
Berkshire
Lawrence Harvey Enterprise
Rate: £400.00 - £476.00 per day
Posted: 6 days ago
Berkshire
McGregor Boyall
Rate: £400 - £467.50 per day
Posted: 6 days ago
Doncaster
IQ Public Sector
Rate: £175 - £225 per day
Posted: 7 days ago