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 May 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 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 489 434 415
Rank change year-on-year
-55 -19
Contract jobs citing Data Cleansing 153 207 214
As % of all contract IT jobs located in the UK 0.28% 0.38% 0.41%
As % of the Processes & Methodologies category 0.35% 0.48% 0.52%
Number of daily rates quoted 96 126 127
Median daily rate £414 £400 £410
Median daily rate % change year-on-year
+3.43% -2.43%
90% offered a daily rate of more than £275 £311 £285
10% offered a daily rate of more than £531 £575 £525
UK excluding London median daily rate £425 £375 £390
% change year-on-year
+13.33% -3.84%
Number of hourly rates quoted 1 6 9
Median hourly rate £16.00 £33.67 £15.00
Median hourly rate % change year-on-year
-52.47% +124.43%
UK excluding London median hourly rate £16.00 £33.67 £15.00
% change year-on-year
-52.47% +124.43%

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
43989 42942 40972
As % of all contract IT jobs located in the UK 81.91% 79.23% 77.73%
Number of daily rates quoted 29145 27166 25895
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 £300 £280 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 1025 1234 1230
Median hourly rate £28.50 £30.00 £28.75
Median hourly rate % change year-on-year
-5.00% +4.34%
90% offered a hourly rate of more than £12.75 £12.35 £12.50
10% offered a hourly rate of more than £47.50 £47.71 £50.00
UK excluding London median hourly rate £33.75 £30.50 £30.00
% change year-on-year
+10.65% +1.66%

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 May 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 May 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 -64 143 £414 +0.91% 29
London -40 67 £400 -5.88% 14
South East +1 25 £425 -13.70% 5
City of London +27 12 £463 +25.00% 4
North West -14 11 £269 -40.27% 4
East of England +8 10 £400 - 1
Berkshire +3 9 £415 +18.57% 1
East Midlands +11 8 £438 +9.37%
Yorkshire +4 7 £500 +76.99% 2
West Yorkshire +1 7 £500 - 1
Leeds 0 7 £500 - 1
Manchester -5 7 £400 -17.94% 2
East Sussex - 7 £550 -
South West -6 6 £469 +50.00% 2
West Midlands -22 6 £493 +48.67%
Brighton - 6 - -
Cambridgeshire +14 5 £400 - 1
Northamptonshire +2 5 £419 -6.94%
Bristol - 5 £438 - 2
Hampshire +4 4 £525 -
Scotland -13 4 £438 +25.00% 2
Hayes - 4 £350 - 1
Hertfordshire +14 3 £400 -
Edinburgh - 3 £438 - 1
Reading - 3 £350 - 1
Merseyside - 3 £155 -
Southampton +13 2 £600 -
Watford +8 2 - -
Bedfordshire +5 2 £425 +16.04%
Wales +4 2 £350 +86.66%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 25 May 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.

1 202 (55.19%) Migration
2 163 (44.54%) Data Migration
3 129 (35.25%) SQL
4 126 (34.43%) Data Quality
5 86 (23.50%) Finance
6 82 (22.40%) Data Analysis
7 81 (22.13%) Data Modelling
8 76 (20.77%) ETL
9 73 (19.95%) Microsoft
10 67 (18.31%) MS Excel
11 58 (15.85%) SQL Server
12 56 (15.30%) Oracle
12 56 (15.30%) Data Mapping
13 52 (14.21%) Data Management
14 51 (13.93%) SAP
15 45 (12.30%) Validation
16 42 (11.48%) Data Warehouse
16 42 (11.48%) Business Intelligence
17 32 (8.74%) SQL Server Integration Services
17 32 (8.74%) Analytics
18 30 (8.20%) ERP
18 30 (8.20%) PRINCE2
19 29 (7.92%) Data Architecture
20 28 (7.65%) T-SQL
20 28 (7.65%) Project Management
20 28 (7.65%) Analytical Skills
21 27 (7.38%) CRM
22 26 (7.10%) SQL Server Reporting Services
22 26 (7.10%) Management Information System
22 26 (7.10%) QA

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 20 (5.46%) SharePoint
2 13 (3.55%) SAS
3 5 (1.37%) Apache Spark
3 5 (1.37%) Elasticsearch
4 3 (0.82%) Apache
4 3 (0.82%) Apache Pig
4 3 (0.82%) BizTalk Server
4 3 (0.82%) WebLogic
5 2 (0.55%) Confluence
5 2 (0.55%) FileNet
6 1 (0.27%) Documentum
6 1 (0.27%) WebSphere
Applications
1 67 (18.31%) MS Excel
2 16 (4.37%) MS Office
3 12 (3.28%) Spreadsheet
4 7 (1.91%) MS PowerPoint
5 5 (1.37%) MS Visio
6 4 (1.09%) MS Project
7 2 (0.55%) SPSS
Business Applications
1 13 (3.55%) Dynamics CRM
2 7 (1.91%) Oracle EBS
2 7 (1.91%) SAP HR
2 7 (1.91%) SAP Payroll
3 6 (1.64%) Markit EDM
3 6 (1.64%) Maximo
3 6 (1.64%) Oracle EBS R12
4 5 (1.37%) Oracle Financials
5 3 (0.82%) Dynamics AX
5 3 (0.82%) Oracle BPM
5 3 (0.82%) Oracle ERP
5 3 (0.82%) SAP CRM
6 2 (0.55%) Oracle 11i
6 2 (0.55%) Oracle Procure-to-Pay
6 2 (0.55%) SAP Business ByDesign
6 2 (0.55%) SAP Oil and Gas
6 2 (0.55%) SAP PM
6 2 (0.55%) Unit4 Business World
7 1 (0.27%) Dynamics NAV
7 1 (0.27%) Oracle Applications
Cloud Services
1 6 (1.64%) Microsoft Azure
2 5 (1.37%) SuccessFactors
3 4 (1.09%) Amazon AWS
4 2 (0.55%) Google Cloud Platform
5 1 (0.27%) Office 365
Communications & Networking
1 4 (1.09%) TACACS
2 3 (0.82%) SNA
3 2 (0.55%) ATM
4 1 (0.27%) Extranet
Database & Business Intelligence
1 58 (15.85%) SQL Server
2 42 (11.48%) Data Warehouse
3 32 (8.74%) SQL Server Integration Services
4 26 (7.10%) SQL Server Reporting Services
5 24 (6.56%) Big Data
6 19 (5.19%) MS Access
6 19 (5.19%) SQL Server Analysis Services
7 14 (3.83%) Data Mining
8 12 (3.28%) NoSQL
8 12 (3.28%) Relational Database
9 11 (3.01%) Oracle Database
10 10 (2.73%) Hadoop
10 10 (2.73%) Microsoft Analysis Services
10 10 (2.73%) MySQL
10 10 (2.73%) OLAP
11 9 (2.46%) BusinessObjects
11 9 (2.46%) DB2
11 9 (2.46%) SAP Data Services
12 8 (2.19%) PostgreSQL
12 8 (2.19%) QlikView
Development Applications
1 4 (1.09%) LSMW
1 4 (1.09%) Team Foundation Server
2 3 (0.82%) ERwin
2 3 (0.82%) SQL Server Management Studio (SSMS)
2 3 (0.82%) Toad
3 2 (0.55%) JIRA
3 2 (0.55%) Visual Studio
4 1 (0.27%) Git (software)
4 1 (0.27%) PeopleTools
4 1 (0.27%) Subversion
4 1 (0.27%) Talend Open Studio
General
1 86 (23.50%) Finance
2 18 (4.92%) Banking
3 15 (4.10%) Manufacturing
4 13 (3.55%) Marketing
5 10 (2.73%) Investment Banking
5 10 (2.73%) Retail
6 7 (1.91%) Legal
6 7 (1.91%) Pharmaceutical
7 6 (1.64%) Back Office
7 6 (1.64%) Billing
7 6 (1.64%) Telecoms
8 4 (1.09%) Law
8 4 (1.09%) Local Government
9 3 (0.82%) Advertising
10 2 (0.55%) Electronics
10 2 (0.55%) Financial Institution
10 2 (0.55%) Front Office
10 2 (0.55%) Publishing
11 1 (0.27%) Automotive
11 1 (0.27%) Retail Banking
Job Titles
1 169 (46.17%) Analyst
2 124 (33.88%) Data Analyst
3 40 (10.93%) Migration Analyst
4 39 (10.66%) Data Migration Analyst
5 35 (9.56%) Consultant
5 35 (9.56%) Developer
6 31 (8.47%) Business Analyst
7 27 (7.38%) Architect
8 22 (6.01%) Data Business Analyst
9 21 (5.74%) Data Manager
10 20 (5.46%) Data Architect
10 20 (5.46%) Data Consultant
10 20 (5.46%) SQL Analyst
11 19 (5.19%) Project Manager
12 17 (4.64%) SQL Data Analyst
13 11 (3.01%) Data Migration Consultant
13 11 (3.01%) Data Migration Manager
13 11 (3.01%) Excel Analyst
13 11 (3.01%) Migration Manager
13 11 (3.01%) Migration Specialist
Libraries, Frameworks & Software Standards
1 14 (3.83%) XML
2 5 (1.37%) Middleware
3 4 (1.09%) BAPI
3 4 (1.09%) HTML
3 4 (1.09%) Lucene
3 4 (1.09%) MDX
3 4 (1.09%) Oracle Fusion
4 3 (0.82%) AngularJS
4 3 (0.82%) HTML5
4 3 (0.82%) WebCenter
5 2 (0.55%) .NET
5 2 (0.55%) GraphX
5 2 (0.55%) ODBC
6 1 (0.27%) .NET Framework
6 1 (0.27%) ASP.NET
6 1 (0.27%) CSS
6 1 (0.27%) D3.js
6 1 (0.27%) Grails
6 1 (0.27%) REST
6 1 (0.27%) SOAP
Miscellaneous
1 28 (7.65%) Analytical Skills
2 26 (7.10%) Management Information System
3 24 (6.56%) Data Extraction
4 21 (5.74%) Data Integration
5 19 (5.19%) Reference Data
6 17 (4.64%) Learning Management System
7 15 (4.10%) Data Structures
8 11 (3.01%) Visualisation
9 10 (2.73%) Data Conversion
10 9 (2.46%) Foreign Exchange (FX)
11 7 (1.91%) Statistics
12 6 (1.64%) Credit Risk
12 6 (1.64%) Data Centre
13 4 (1.09%) FMCG
13 4 (1.09%) NHS
13 4 (1.09%) Smart Meter
14 3 (0.82%) Reinsurance
14 3 (0.82%) Taxonomies
15 2 (0.55%) Algorithms
15 2 (0.55%) New Media
Operating Systems
1 11 (3.01%) Unix
2 9 (2.46%) Windows
3 2 (0.55%) Windows Server 2012
4 1 (0.27%) Linux
4 1 (0.27%) Windows Server
Processes & Methodologies
1 202 (55.19%) Migration
2 163 (44.54%) Data Migration
3 82 (22.40%) Data Analysis
4 81 (22.13%) Data Modelling
5 76 (20.77%) ETL
6 56 (15.30%) Data Mapping
7 52 (14.21%) Data Management
8 45 (12.30%) Validation
9 42 (11.48%) Business Intelligence
10 32 (8.74%) Analytics
11 30 (8.20%) ERP
11 30 (8.20%) PRINCE2
12 29 (7.92%) Data Architecture
13 28 (7.65%) Project Management
14 27 (7.38%) CRM
15 26 (7.10%) User Acceptance Testing
16 25 (6.83%) Agile Software Development
17 24 (6.56%) Data Governance
17 24 (6.56%) Data Transformation
17 24 (6.56%) Stakeholder Management
Programming Languages
1 129 (35.25%) SQL
2 28 (7.65%) T-SQL
3 12 (3.28%) VBA
4 9 (2.46%) Java
5 7 (1.91%) C
5 7 (1.91%) Scala
5 7 (1.91%) Shell Script
6 4 (1.09%) JavaScript
7 3 (0.82%) PL/SQL
7 3 (0.82%) R
7 3 (0.82%) VB
8 2 (0.55%) ABAP
8 2 (0.55%) C#
8 2 (0.55%) PowerShell
8 2 (0.55%) Python
9 1 (0.27%) AWK
9 1 (0.27%) MATLAB
9 1 (0.27%) Perl
9 1 (0.27%) sed
9 1 (0.27%) VBScript
Qualifications
1 15 (4.10%) Security Cleared
2 14 (3.83%) Degree
3 11 (3.01%) SC Cleared
4 5 (1.37%) Microsoft Certification
5 4 (1.09%) DV Cleared
5 4 (1.09%) ITIL Certification
5 4 (1.09%) PRINCE2 Certification
6 2 (0.55%) ACCA
6 2 (0.55%) CIMA
6 2 (0.55%) MCP
6 2 (0.55%) PMI Certification
6 2 (0.55%) PMP
7 1 (0.27%) APMP
7 1 (0.27%) ITIL Foundation Certificate
7 1 (0.27%) PhD
7 1 (0.27%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 126 (34.43%) Data Quality
2 26 (7.10%) QA
3 6 (1.64%) Solvency II
4 3 (0.82%) Disclosure Scotland
5 2 (0.55%) GCP
6 1 (0.27%) ISO/IEC 27001
6 1 (0.27%) PCI DSS
System Software
1 4 (1.09%) Apache Flume
2 1 (0.27%) Active Directory
2 1 (0.27%) Microsoft Virtual Server
Systems Management
1 2 (0.55%) Oracle EDQ
2 1 (0.27%) Control-M
Vendors
1 73 (19.95%) Microsoft
2 56 (15.30%) Oracle
3 51 (13.93%) SAP
4 16 (4.37%) Tableau
5 13 (3.55%) Informatica
6 7 (1.91%) IBM
7 5 (1.37%) Bloomberg
7 5 (1.37%) Sage
7 5 (1.37%) Salesforce.com
8 4 (1.09%) Google
8 4 (1.09%) HP
9 3 (0.82%) Cloudera
9 3 (0.82%) Hortonworks
9 3 (0.82%) Siebel
10 2 (0.55%) Callidus
10 2 (0.55%) Citrix
10 2 (0.55%) Palantir
10 2 (0.55%) PeopleSoft
10 2 (0.55%) WorldPay
11 1 (0.27%) Sybase
Crawley, West Sussex
Lorien Resourcing
Posted: 10 hours ago
Manchester, Lancashire
Harvey Nash plc
Rate: £23400 - £31200 per annum
Posted: 12 hours ago
London
Opilio Recruitment
Rate: £45k - 49k per year
Posted: 5 days ago
South East
Talent Spa
Rate: £550-600pd
Posted: 6 days ago
Hayes, Middlesex
Sanderson
Rate: £350 - £450 per day
Posted: 6 days ago
Bristol
Hays Specialist Recruitment Ltd
Rate: £350.00 - £400.00 per day
Posted: 7 days ago
City of London
Venturi
Rate: £400 - £500 per day
Posted: 8 days ago
South East England
Opal Tree Solutions
Posted: 12 days ago
London
Venturi
Rate: £375 - £450 per day
Posted: 16 days ago
Cambridgeshire
Edward Carter Solutions
Rate: Market Rates
Posted: 21 days ago