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 24 February 2017 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
24 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK
Rank 457 414 413
Rank change year-on-year
-43 -1
Contract jobs citing Data Cleansing 151 219 202
As % of all contract IT jobs located in the UK 0.33% 0.42% 0.38%
As % of the Processes & Methodologies category 0.40% 0.51% 0.48%
Number of daily rates quoted 106 156 142
Median daily rate £400 £408 £425
Median daily rate % change year-on-year
-1.84% -4.11%
90% offered a daily rate of more than £150 £275 £273
10% offered a daily rate of more than £578 £575 £550
UK excluding London median daily rate £350 £400 £365
% change year-on-year
-12.50% +9.58%
Number of hourly rates quoted 0 4 1
Median hourly rate - £16.50 £16.00
Median hourly rate % change year-on-year
- +3.12%
UK excluding London median hourly rate - £13.50 -

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
37606 43039 41704
As % of all contract IT jobs located in the UK 82.82% 82.75% 79.43%
Number of daily rates quoted 24983 28189 26373
Median daily rate £450 £425 £422
Median daily rate % change year-on-year
+5.88% +0.65%
90% offered a daily rate of more than £300 £295 £278
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 946 1185 1114
Median hourly rate £36.00 £38.00 £26.00
Median hourly rate % change year-on-year
-5.26% +46.15%
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £55.00 £56.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

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 24 February 2017.

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 24 February 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
England -27 144 £400 -3.61% 32
London +22 84 £425 -5.55% 18
City of London +3 17 £280 -36.00% 5
South East -4 15 £313 -26.47% 2
East of England +11 13 £500 +33.33% 1
West Midlands -12 9 £338 -12.90%
Yorkshire +20 7 £350 - 2
South West +10 7 £270 -25.51% 1
Berkshire +10 7 £385 -6.66%
Norfolk - 7 £550 -
West Yorkshire +23 5 £363 +3.57%
North West +13 5 £350 +7.69% 5
Leeds +9 5 £363 +3.57%
Wiltshire - 5 £248 -
Chippenham - 4 £350 -
Birmingham +2 3 £418 -14.35%
Midlands - 3 £500 -
Staffordshire - 3 £190 -
Scotland +25 2 £325 - 1
Cambridgeshire +7 2 - - 1
South Yorkshire +2 2 £344 +5.76% 1
Oxfordshire +1 2 £313 +47.05% 1
Peterborough -1 2 - - 1
Sheffield -1 2 £344 +5.76% 1
Hertfordshire -3 2 £438 +16.66%
Abingdon -5 2 £313 -
Stoke-on-Trent - 2 £190 -
Thatcham - 2 - -
Norwich - 2 £310 -
Merseyside - 2 - -

Data Cleansing
Top 30 Related IT Skills

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

1 177 (47.97%) Migration
2 155 (42.01%) Data Migration
3 121 (32.79%) SQL
4 108 (29.27%) ETL
5 106 (28.73%) Finance
6 92 (24.93%) Data Quality
7 86 (23.31%) SAP
8 79 (21.41%) Data Modelling
9 76 (20.60%) Oracle
10 71 (19.24%) Data Analysis
11 66 (17.89%) ERP
12 57 (15.45%) Business Intelligence
13 52 (14.09%) SQL Server Integration Services
14 51 (13.82%) MS Excel
15 48 (13.01%) Microsoft
15 48 (13.01%) Stakeholder Management
16 47 (12.74%) SQL Server
17 43 (11.65%) Data Management
17 43 (11.65%) Analytical Skills
18 33 (8.94%) Validation
18 33 (8.94%) Data Warehouse
19 32 (8.67%) Agile Software Development
20 30 (8.13%) Data Mapping
21 29 (7.86%) Project Management
22 28 (7.59%) SQL Server Reporting Services
23 27 (7.32%) Degree
23 27 (7.32%) Data Transformation
23 27 (7.32%) Data Structures
24 26 (7.05%) Security Cleared
25 25 (6.78%) Data Governance

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 13 (3.52%) Apache Spark
2 8 (2.17%) SharePoint
3 7 (1.90%) Elasticsearch
3 7 (1.90%) SAS
4 6 (1.63%) Confluence
5 4 (1.08%) Smallworld
6 2 (0.54%) Oracle Self-Service HR
7 1 (0.27%) Apache
7 1 (0.27%) BizTalk Server
7 1 (0.27%) Oracle Workflow
7 1 (0.27%) WebLogic
Applications
1 51 (13.82%) MS Excel
2 14 (3.79%) MS Office
2 14 (3.79%) MS PowerPoint
3 4 (1.08%) MS Project
4 3 (0.81%) MS Visio
4 3 (0.81%) Stata
5 1 (0.27%) Spreadsheet
5 1 (0.27%) SPSS
Business Applications
1 19 (5.15%) Oracle EBS R12
2 15 (4.07%) Oracle EBS
2 15 (4.07%) Oracle ERP
3 14 (3.79%) SAP HR
4 10 (2.71%) Maximo
4 10 (2.71%) SAP HCM
5 9 (2.44%) Dynamics CRM
6 7 (1.90%) SAP ERP
7 6 (1.63%) SAP FI
8 5 (1.36%) Dynamics AX
9 4 (1.08%) Oracle Payroll
9 4 (1.08%) Oracle Procure-to-Pay
9 4 (1.08%) SAP Oil and Gas
10 3 (0.81%) Oracle Retail
10 3 (0.81%) Salesforce.com CRM
10 3 (0.81%) SAP CO
10 3 (0.81%) SAP FI/CO
11 2 (0.54%) Endur
11 2 (0.54%) Oracle iRecruitment
11 2 (0.54%) SAP PM
Cloud Services
1 8 (2.17%) SuccessFactors
2 6 (1.63%) Office 365
3 3 (0.81%) SaaS
4 2 (0.54%) Amazon AWS
5 1 (0.27%) Force.com
5 1 (0.27%) Google Analytics
5 1 (0.27%) Microsoft Azure
Communications & Networking
1 3 (0.81%) Internet
1 3 (0.81%) SNA
2 1 (0.27%) BGP
2 1 (0.27%) Intranet
2 1 (0.27%) NAS
Database & Business Intelligence
1 52 (14.09%) SQL Server Integration Services
2 47 (12.74%) SQL Server
3 33 (8.94%) Data Warehouse
4 28 (7.59%) SQL Server Reporting Services
5 20 (5.42%) Big Data
5 20 (5.42%) Relational Database
6 16 (4.34%) MS Access
7 13 (3.52%) Hadoop
8 12 (3.25%) Oracle Reports
8 12 (3.25%) SQL Server Analysis Services
9 10 (2.71%) SQL Server 2012
10 8 (2.17%) GIS
10 8 (2.17%) Power BI
10 8 (2.17%) QlikView
10 8 (2.17%) SQL Server 2008
11 7 (1.90%) SQL Server 2014
12 6 (1.63%) Oracle BI EE
12 6 (1.63%) Oracle Database
13 5 (1.36%) Oracle Database 11g
13 5 (1.36%) SQL Server 2016
Development Applications
1 18 (4.88%) LSMW
2 14 (3.79%) JIRA
3 10 (2.71%) ERwin
3 10 (2.71%) Team Foundation Server
4 9 (2.44%) Visual Studio
5 6 (1.63%) Talend Open Studio
6 1 (0.27%) Git (software)
6 1 (0.27%) Jenkins
6 1 (0.27%) QAComplete
6 1 (0.27%) Sonatype Nexus
6 1 (0.27%) SQL Server Management Studio (SSMS)
6 1 (0.27%) TestComplete
6 1 (0.27%) VersionOne
General
1 106 (28.73%) Finance
2 23 (6.23%) Retail
3 18 (4.88%) Banking
4 13 (3.52%) Legal
5 10 (2.71%) Manufacturing
6 6 (1.63%) Billing
6 6 (1.63%) Marketing
7 5 (1.36%) Law
7 5 (1.36%) Local Government
8 3 (0.81%) Advertising
8 3 (0.81%) Back Office
8 3 (0.81%) Front Office
8 3 (0.81%) General Ledger
8 3 (0.81%) Investment Banking
8 3 (0.81%) Pharmaceutical
9 2 (0.54%) Corporate Banking
9 2 (0.54%) Retail Banking
9 2 (0.54%) Telecoms
10 1 (0.27%) Spanish Language
Job Titles
1 138 (37.40%) Analyst
2 101 (27.37%) Data Analyst
3 50 (13.55%) Developer
4 35 (9.49%) Consultant
5 31 (8.40%) Architect
6 27 (7.32%) Data Manager
7 22 (5.96%) Business Analyst
8 21 (5.69%) Data Architect
8 21 (5.69%) Data Consultant
9 20 (5.42%) Data Migration Analyst
9 20 (5.42%) Migration Analyst
10 18 (4.88%) Data Migration Consultant
10 18 (4.88%) Migration Consultant
11 16 (4.34%) Business Data Analyst
12 15 (4.07%) Migration Manager
13 14 (3.79%) Data Cleansing Analyst
13 14 (3.79%) Project Manager
14 13 (3.52%) Data Migration Lead
15 12 (3.25%) SAP Consultant
15 12 (3.25%) SQL Analyst
Libraries, Frameworks & Software Standards
1 18 (4.88%) XML
2 15 (4.07%) BAPI
3 11 (2.98%) .NET
4 7 (1.90%) Oracle Fusion
5 6 (1.63%) AngularJS
5 6 (1.63%) Kafka
6 5 (1.36%) D3.js
6 5 (1.36%) HTML
7 4 (1.08%) ActiveX
7 4 (1.08%) HTML5
8 3 (0.81%) ADO
8 3 (0.81%) Akka
8 3 (0.81%) DAO
8 3 (0.81%) GraphX
8 3 (0.81%) SAML
9 2 (0.54%) ASP.NET
9 2 (0.54%) Node.js
9 2 (0.54%) Play Framework
9 2 (0.54%) REST
9 2 (0.54%) SOAP
Miscellaneous
1 43 (11.65%) Analytical Skills
2 27 (7.32%) Data Structures
3 23 (6.23%) Management Information System
4 20 (5.42%) Reference Data
5 9 (2.44%) NHS
6 7 (1.90%) Computer Science
7 5 (1.36%) User Experience
8 4 (1.08%) Credit Risk
8 4 (1.08%) FMCG
8 4 (1.08%) Virtual Team
9 3 (0.81%) Algorithms
9 3 (0.81%) Enterprise Software
9 3 (0.81%) PMI
10 2 (0.54%) Replication
10 2 (0.54%) Tandem
11 1 (0.27%) Fat Client
11 1 (0.27%) Fixed Income
11 1 (0.27%) Market Risk
11 1 (0.27%) RIA
11 1 (0.27%) Thin Client
Operating Systems
1 14 (3.79%) Windows
2 7 (1.90%) Windows Server
3 6 (1.63%) Unix
4 4 (1.08%) Windows 10
5 3 (0.81%) Linux
6 2 (0.54%) Solaris
7 1 (0.27%) Windows 7
7 1 (0.27%) Windows Server 2003
7 1 (0.27%) Windows Server 2008
Processes & Methodologies
1 177 (47.97%) Migration
2 155 (42.01%) Data Migration
3 108 (29.27%) ETL
4 79 (21.41%) Data Modelling
5 71 (19.24%) Data Analysis
6 66 (17.89%) ERP
7 57 (15.45%) Business Intelligence
8 48 (13.01%) Stakeholder Management
9 43 (11.65%) Data Management
10 33 (8.94%) Validation
11 32 (8.67%) Agile Software Development
12 30 (8.13%) Data Mapping
13 29 (7.86%) Project Management
14 27 (7.32%) Data Transformation
15 25 (6.78%) Data Governance
16 23 (6.23%) CRM
17 22 (5.96%) Data Extraction
18 21 (5.69%) Data Validation
19 20 (5.42%) Analytics
19 20 (5.42%) Statistics
Programming Languages
1 121 (32.79%) SQL
2 25 (6.78%) T-SQL
3 11 (2.98%) VBA
4 10 (2.71%) PL/SQL
5 8 (2.17%) Scala
6 6 (1.63%) C
6 6 (1.63%) C#
7 5 (1.36%) Data Analysis Expressions (DAX)
7 5 (1.36%) PHP
7 5 (1.36%) Python
8 4 (1.08%) R
8 4 (1.08%) Shell Script
8 4 (1.08%) VB
9 3 (0.81%) JavaScript
10 2 (0.54%) Java
11 1 (0.27%) ABAP
11 1 (0.27%) MATLAB
11 1 (0.27%) VB.NET
11 1 (0.27%) VBScript
11 1 (0.27%) X++
Qualifications
1 27 (7.32%) Degree
2 26 (7.05%) Security Cleared
3 20 (5.42%) SC Cleared
4 4 (1.08%) APMP
5 3 (0.81%) PMI Certification
5 3 (0.81%) PMP
6 2 (0.54%) BC Cleared
6 2 (0.54%) BPSS Clearance
6 2 (0.54%) Postgraduate
7 1 (0.27%) CCNP
7 1 (0.27%) Cisco Certification
7 1 (0.27%) CISSP
7 1 (0.27%) DBS Check
7 1 (0.27%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 92 (24.93%) Data Quality
2 18 (4.88%) QA
3 3 (0.81%) P3O
4 2 (0.54%) Disclosure Scotland
4 2 (0.54%) GxP
5 1 (0.27%) IFRS
5 1 (0.27%) IFRS 9
5 1 (0.27%) SLA
5 1 (0.27%) Solvency II
System Software
1 2 (0.54%) Active Directory
2 1 (0.27%) Firmware
2 1 (0.27%) IAG
2 1 (0.27%) Virtual Machines
Systems Management
1 1 (0.27%) Forefront Identity Manager
1 1 (0.27%) HP Quality Center
Vendors
1 86 (23.31%) SAP
2 76 (20.60%) Oracle
3 48 (13.01%) Microsoft
4 15 (4.07%) IBM
5 10 (2.71%) Tableau
6 9 (2.44%) Informatica
7 7 (1.90%) Cognos
7 7 (1.90%) Salesforce.com
8 6 (1.63%) Talend
9 4 (1.08%) IFS
9 4 (1.08%) Remedy
10 3 (0.81%) Bloomberg
10 3 (0.81%) Dell
10 3 (0.81%) Northgate
10 3 (0.81%) PeopleSoft
11 2 (0.54%) Concur
11 2 (0.54%) CyberArk
11 2 (0.54%) Teradata
12 1 (0.27%) Workday
12 1 (0.27%) WorldPay
South West London
Harris Global
Rate: Unspecified Market Rate
Posted: 4 hours ago
City, London
2M Employment Solutions
Rate: £9.75 per hour
Posted: 23 hours ago
Crewe, Cheshire
onezeero.
Rate: £300 - £400 per annum
Posted: 3 days ago
Newcastle Upon Tyne, Tyne and Wear
Solutions Recruitment
Rate: Negotiable, depending on experience
Posted: 2 days ago
London
Difrent
Rate: Up to £400 per day Initial contract until end of March (+ extension th
Posted: 3 days ago
Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: Yesterday
Macclesfield, Cheshire
Spring Technology
Rate: £450.00 per day
Posted: Yesterday
Sheffield
Nigel Frank International
Rate: £350 per day
Posted: 7 days ago
London
Bluetown Online LTD
Rate: £18623 per annum
Posted: 21 days ago