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 21 January 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
21 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK
Rank 410 425 381
Rank change year-on-year
+15 -44
Contract jobs citing Data Cleansing 175 204 235
As % of all contract IT jobs located in the UK 0.40% 0.40% 0.46%
As % of the Processes & Methodologies category 0.48% 0.49% 0.59%
Number of daily rates quoted 119 148 149
Median daily rate £425 £425 £400
Median daily rate % change year-on-year
- +6.25%
90% offered a daily rate of more than £154 £280 £268
10% offered a daily rate of more than £583 £600 £540
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 2 4 5
Median hourly rate £19.12 £16.00 £31.40
Median hourly rate % change year-on-year
+19.50% -49.04%
90% offered a hourly rate of more than £18.32 £11.80 £11.50
10% offered a hourly rate of more than £19.92 £18.10 £77.40
UK excluding London median hourly rate - £10.00 £31.40
% change year-on-year
- -68.15%

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
36177 41516 39910
As % of all contract IT jobs located in the UK 82.16% 81.70% 78.53%
Number of daily rates quoted 23972 26915 25773
Median daily rate £450 £425 £423
Median daily rate % change year-on-year
+5.88% +0.59%
90% offered a daily rate of more than £300 £290 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 920 1195 1052
Median hourly rate £34.50 £38.50 £25.00
Median hourly rate % change year-on-year
-10.38% +54.00%
90% offered a hourly rate of more than £12.50 £13.00 £12.00
10% offered a hourly rate of more than £51.71 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £25.25
% change year-on-year
-12.50% +58.41%

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 21 January 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 21 January 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 -6 164 £438 +2.94% 29
London +15 81 £450 - 23
East of England +11 25 £450 +21.62%
Hertfordshire +15 20 £459 +22.33%
City of London -3 19 £425 +23.63% 4
East Midlands +9 16 £250 -37.50% 1
South East +5 15 £325 -23.52% 1
Northamptonshire - 14 £250 -
South West +11 12 £338 -28.94% 1
Hemel Hempstead - 12 £469 -
Wiltshire +10 7 £350 -24.32%
Yorkshire +4 5 £350 -12.50% 1
Chippenham - 5 £350 -
Ipswich - 5 £450 -
Suffolk - 5 £450 -
North West +23 4 £650 +116.66% 2
West Yorkshire +19 4 £363 -12.12% 1
Berkshire +6 4 £385 -3.75% 1
Watford - 4 £438 -
Merseyside - 4 £650 -
Leeds +2 3 £350 -12.50% 1
Bristol -4 3 £325 -38.09%
Liverpool - 3 £650 -
Midlands - 3 £500 -
Scotland +28 2 £325 -35.00% 1
South Wales +14 2 £190 -45.71% 1
Cardiff +13 2 £276 -21.07%
Swindon +9 2 £373 -17.22%
Wales +3 2 £190 -45.71% 1
Oxfordshire -1 2 £381 +79.41%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 21 January 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.

1 200 (55.10%) Migration
2 168 (46.28%) Data Migration
3 127 (34.99%) SQL
4 115 (31.68%) ETL
5 104 (28.65%) Finance
6 101 (27.82%) SAP
7 91 (25.07%) Data Quality
8 78 (21.49%) Data Modelling
9 74 (20.39%) Oracle
9 74 (20.39%) Data Analysis
10 64 (17.63%) ERP
11 56 (15.43%) SQL Server
12 49 (13.50%) MS Excel
13 47 (12.95%) SQL Server Integration Services
14 45 (12.40%) Validation
15 44 (12.12%) Stakeholder Management
15 44 (12.12%) Microsoft
16 43 (11.85%) Business Intelligence
17 41 (11.29%) Data Management
18 39 (10.74%) Analytical Skills
19 36 (9.92%) Agile Software Development
20 31 (8.54%) T-SQL
20 31 (8.54%) Data Mapping
21 30 (8.26%) Data Warehouse
22 27 (7.44%) LSMW
22 27 (7.44%) Data Extraction
23 26 (7.16%) Analytics
24 25 (6.89%) Data Governance
24 25 (6.89%) Management Information System
25 24 (6.61%) Data Validation

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 11 (3.03%) Apache Spark
2 9 (2.48%) SharePoint
3 6 (1.65%) Confluence
4 5 (1.38%) Elasticsearch
4 5 (1.38%) SAS
5 3 (0.83%) Smallworld
6 1 (0.28%) Apache
6 1 (0.28%) Oracle Workflow
6 1 (0.28%) WebLogic
Applications
1 49 (13.50%) MS Excel
2 17 (4.68%) MS PowerPoint
3 12 (3.31%) MS Office
4 6 (1.65%) Spreadsheet
5 4 (1.10%) MS Project
6 3 (0.83%) MS Visio
7 2 (0.55%) Stata
8 1 (0.28%) SPSS
Business Applications
1 21 (5.79%) Oracle EBS R12
2 15 (4.13%) Oracle EBS
3 14 (3.86%) SAP HR
4 13 (3.58%) Oracle ERP
4 13 (3.58%) SAP ERP
5 9 (2.48%) Maximo
5 9 (2.48%) SAP HCM
6 8 (2.20%) SAP FI
6 8 (2.20%) SAP Oil and Gas
7 7 (1.93%) Dynamics CRM
8 6 (1.65%) Oracle Procure-to-Pay
9 5 (1.38%) Dynamics AX
9 5 (1.38%) SAP PM
10 3 (0.83%) SAP CO
10 3 (0.83%) SAP CRM
10 3 (0.83%) SAP FI/CO
10 3 (0.83%) Unit4 Business World
11 2 (0.55%) SAP APO
11 2 (0.55%) SAP MM
11 2 (0.55%) SAP SD
Cloud Services
1 12 (3.31%) SuccessFactors
2 2 (0.55%) Amazon AWS
2 2 (0.55%) Office 365
2 2 (0.55%) SaaS
3 1 (0.28%) Google Analytics
Communications & Networking
1 3 (0.83%) Internet
2 2 (0.55%) Intranet
2 2 (0.55%) SNA
3 1 (0.28%) BGP
3 1 (0.28%) NAS
3 1 (0.28%) Wireless
Database & Business Intelligence
1 56 (15.43%) SQL Server
2 47 (12.95%) SQL Server Integration Services
3 30 (8.26%) Data Warehouse
4 19 (5.23%) Relational Database
5 18 (4.96%) Big Data
5 18 (4.96%) SQL Server Reporting Services
6 16 (4.41%) SAP Data Services
7 15 (4.13%) MS Access
8 13 (3.58%) SQL Server 2008
9 12 (3.31%) SQL Server Analysis Services
10 11 (3.03%) Hadoop
11 10 (2.75%) Oracle Reports
11 10 (2.75%) SQL Server 2012
12 7 (1.93%) BusinessObjects
12 7 (1.93%) GIS
12 7 (1.93%) SQL Server 2014
13 6 (1.65%) Power BI
14 5 (1.38%) Oracle Database
14 5 (1.38%) SQL Server 2016
15 4 (1.10%) RDBMS
Development Applications
1 27 (7.44%) LSMW
2 14 (3.86%) JIRA
3 10 (2.75%) ERwin
4 9 (2.48%) Team Foundation Server
5 7 (1.93%) Talend Open Studio
5 7 (1.93%) Visual Studio
6 1 (0.28%) Git (software)
6 1 (0.28%) Jenkins
6 1 (0.28%) Oracle Forms
6 1 (0.28%) QAComplete
6 1 (0.28%) Sonatype Nexus
6 1 (0.28%) SQL Server Management Studio (SSMS)
6 1 (0.28%) TestComplete
6 1 (0.28%) VersionOne
General
1 104 (28.65%) Finance
2 23 (6.34%) Retail
3 15 (4.13%) Banking
4 13 (3.58%) Manufacturing
5 11 (3.03%) Legal
6 5 (1.38%) Law
6 5 (1.38%) Local Government
7 4 (1.10%) Billing
7 4 (1.10%) Marketing
7 4 (1.10%) Pharmaceutical
7 4 (1.10%) Retail Banking
8 3 (0.83%) Back Office
8 3 (0.83%) Front Office
8 3 (0.83%) General Ledger
9 2 (0.55%) Advertising
9 2 (0.55%) Corporate Banking
9 2 (0.55%) Investment Banking
10 1 (0.28%) Aerospace
10 1 (0.28%) Telecoms
Job Titles
1 131 (36.09%) Analyst
2 95 (26.17%) Data Analyst
3 48 (13.22%) Consultant
4 42 (11.57%) Developer
5 31 (8.54%) Architect
5 31 (8.54%) Data Consultant
5 31 (8.54%) Data Manager
6 23 (6.34%) Data Migration Consultant
6 23 (6.34%) Migration Consultant
7 22 (6.06%) Business Analyst
7 22 (6.06%) Data Architect
7 22 (6.06%) Data Migration Analyst
7 22 (6.06%) Migration Analyst
8 19 (5.23%) SAP Consultant
9 18 (4.96%) Data Migration Lead
10 16 (4.41%) SAP Data Consultant
11 15 (4.13%) Business Data Analyst
11 15 (4.13%) Migration Manager
12 14 (3.86%) SQL Analyst
13 13 (3.58%) SAP Data Manager
Libraries, Frameworks & Software Standards
1 20 (5.51%) BAPI
2 19 (5.23%) XML
3 12 (3.31%) .NET
4 6 (1.65%) Kafka
5 4 (1.10%) ActiveX
5 4 (1.10%) AngularJS
5 4 (1.10%) HTML
6 3 (0.83%) ADO
6 3 (0.83%) Akka
6 3 (0.83%) D3.js
6 3 (0.83%) DAO
6 3 (0.83%) Oracle Fusion
6 3 (0.83%) SAML
7 2 (0.55%) ASP.NET
7 2 (0.55%) HTML5
7 2 (0.55%) Node.js
7 2 (0.55%) Play Framework
7 2 (0.55%) REST
7 2 (0.55%) SOAP
7 2 (0.55%) Web Services
Miscellaneous
1 39 (10.74%) Analytical Skills
2 27 (7.44%) Data Extraction
3 25 (6.89%) Management Information System
4 23 (6.34%) Data Conversion
4 23 (6.34%) Data Structures
5 19 (5.23%) Statistics
6 15 (4.13%) Reference Data
7 11 (3.03%) Data Integration
8 10 (2.75%) NHS
9 6 (1.65%) Computer Science
9 6 (1.65%) FMCG
9 6 (1.65%) Virtual Team
10 4 (1.10%) Credit Risk
11 3 (0.83%) Enterprise Software
11 3 (0.83%) Mathematics
11 3 (0.83%) PMI
11 3 (0.83%) User Experience
11 3 (0.83%) Visualisation
12 2 (0.55%) AS400
12 2 (0.55%) Tandem
Operating Systems
1 12 (3.31%) Windows
2 8 (2.20%) Unix
3 7 (1.93%) Windows Server
4 6 (1.65%) Linux
5 4 (1.10%) Solaris
6 1 (0.28%) Windows 7
6 1 (0.28%) Windows Server 2003
6 1 (0.28%) Windows Server 2008
Processes & Methodologies
1 200 (55.10%) Migration
2 168 (46.28%) Data Migration
3 115 (31.68%) ETL
4 78 (21.49%) Data Modelling
5 74 (20.39%) Data Analysis
6 64 (17.63%) ERP
7 45 (12.40%) Validation
8 44 (12.12%) Stakeholder Management
9 43 (11.85%) Business Intelligence
10 41 (11.29%) Data Management
11 36 (9.92%) Agile Software Development
12 31 (8.54%) Data Mapping
13 26 (7.16%) Analytics
14 25 (6.89%) Data Governance
15 24 (6.61%) Data Validation
16 22 (6.06%) Project Management
17 20 (5.51%) Data Architecture
18 16 (4.41%) Data Transformation
18 16 (4.41%) User Acceptance Testing
19 13 (3.58%) CRM
Programming Languages
1 127 (34.99%) SQL
2 31 (8.54%) T-SQL
3 11 (3.03%) VBA
4 10 (2.75%) PL/SQL
5 8 (2.20%) C
6 6 (1.65%) C#
6 6 (1.65%) PHP
6 6 (1.65%) Scala
7 5 (1.38%) Data Analysis Expressions (DAX)
8 4 (1.10%) Shell Script
8 4 (1.10%) VB
9 3 (0.83%) JavaScript
9 3 (0.83%) Python
9 3 (0.83%) R
10 1 (0.28%) ABAP
10 1 (0.28%) PowerShell
10 1 (0.28%) VB.NET
10 1 (0.28%) VBScript
Qualifications
1 22 (6.06%) Security Cleared
2 18 (4.96%) SC Cleared
3 15 (4.13%) Degree
4 4 (1.10%) APMP
4 4 (1.10%) PMP
5 3 (0.83%) PMI Certification
6 2 (0.55%) BPSS Clearance
6 2 (0.55%) DBS Check
6 2 (0.55%) Postgraduate
7 1 (0.28%) CCNP
7 1 (0.28%) Cisco Certification
7 1 (0.28%) CISSP
7 1 (0.28%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 91 (25.07%) Data Quality
2 18 (4.96%) QA
3 4 (1.10%) GxP
3 4 (1.10%) Sarbanes-Oxley
4 3 (0.83%) P3O
5 1 (0.28%) Disclosure Scotland
5 1 (0.28%) SLA
5 1 (0.28%) Solvency II
System Software
1 2 (0.55%) Active Directory
2 1 (0.28%) Firmware
2 1 (0.28%) Virtual Machines
Systems Management
1 2 (0.55%) SCOM
2 1 (0.28%) HP Quality Center
Vendors
1 101 (27.82%) SAP
2 74 (20.39%) Oracle
3 44 (12.12%) Microsoft
4 16 (4.41%) Informatica
5 14 (3.86%) IBM
6 12 (3.31%) Tableau
7 10 (2.75%) Cognos
8 7 (1.93%) Talend
9 6 (1.65%) Salesforce.com
10 4 (1.10%) IFS
11 3 (0.83%) JD Edwards
11 3 (0.83%) Northgate
11 3 (0.83%) PeopleSoft
12 2 (0.55%) Alteryx
12 2 (0.55%) Bloomberg
12 2 (0.55%) Dell
12 2 (0.55%) Teradata
12 2 (0.55%) Workday
12 2 (0.55%) Yardi
13 1 (0.28%) Cyber-Ark
London
Parallel Consulting
Rate: £300 - £375 per day + experience dependant
Posted: Yesterday
North West London
Seven Principles Consulting
Rate: From £450 to £500 per day
Posted: 5 days ago
London
Parallel Consulting
Rate: £350 - £450 per day + experience dependant
Posted: 4 days ago
Newport, Gwent
Parity Professionals
Posted: 4 days ago