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 6 December 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
6 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 424 436 397
Rank change year-on-year
+12 -39
Contract jobs citing Data Cleansing 218 214 250
As % of all contract IT jobs located in the UK 0.43% 0.39% 0.44%
As % of the Processes & Methodologies category 0.52% 0.48% 0.57%
Number of daily rates quoted 138 151 155
Median daily rate £450 £400 £400
Median daily rate % change year-on-year
+12.50% -
90% offered a daily rate of more than £250 £325 £230
10% offered a daily rate of more than £602 £573 £545
UK excluding London median daily rate £425 £400 £356
% change year-on-year
+6.25% +12.28%
Number of hourly rates quoted 8 4 10
Median hourly rate £19.47 £16.00 £10.75
Median hourly rate % change year-on-year
+21.68% +48.83%
90% offered a hourly rate of more than £16.43 £12.71 £10.30
10% offered a hourly rate of more than £23.35 £18.10 £42.90
UK excluding London median hourly rate £19.72 £11.31 £10.50
% change year-on-year
+74.43% +7.66%

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
42021 44388 43486
As % of all contract IT jobs located in the UK 82.55% 81.15% 76.97%
Number of daily rates quoted 28019 28757 28290
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £300 £295 £275
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 1104 1336 1206
Median hourly rate £30.00 £31.44 £25.00
Median hourly rate % change year-on-year
-4.58% +25.76%
90% offered a hourly rate of more than £12.50 £12.50 £11.85
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 6 December 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
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Cleansing within the UK over the 3 months to 6 December 2016.

Data Cleansing Hourly Rate Histogram 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 6 December 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 +4 210 £450 +12.50% 21
London -10 96 £500 +17.64% 10
East of England +24 27 £450 +25.87% 2
East Midlands +13 27 £250 -37.50% 2
City of London +3 24 £475 +31.94% 2
South East +9 21 £450 +20.00% 2
Hertfordshire +13 19 £468 +24.80% 2
Northamptonshire +1 19 £250 -39.39%
Yorkshire -2 12 £388 -6.06%
Hemel Hempstead - 12 £469 -
West Midlands -27 10 £444 +14.51% 1
South West +8 8 £359 -22.43% 2
North West -4 6 £650 +31.97% 2
Ipswich - 6 £450 -
Suffolk - 6 £450 -
Nottinghamshire -1 5 £406 - 1
Buckinghamshire +12 4 - - 1
Milton Keynes +11 4 - - 1
West Yorkshire +1 4 £363 -14.70%
Warwickshire -4 4 £475 +22.58%
South Yorkshire -10 4 £388 +3.33%
Northampton - 4 £388 -
Leeds +2 3 £350 -15.15%
Bristol +1 3 £381 -32.22% 2
Oxfordshire 0 3 £450 +80.00%
Nottingham 0 3 £313 - 1
Wiltshire -8 3 £438 -5.40%
M4 Corridor - 3 £325 -
Merseyside - 3 £650 -
Harrow - 3 £415 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 6 December 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.

1 231 (56.20%) Migration
2 198 (48.18%) Data Migration
3 135 (32.85%) SQL
4 128 (31.14%) ETL
5 125 (30.41%) Finance
6 124 (30.17%) Data Quality
7 106 (25.79%) SAP
8 95 (23.11%) Data Modelling
9 94 (22.87%) Oracle
10 87 (21.17%) Data Analysis
11 63 (15.33%) Validation
12 60 (14.60%) ERP
13 59 (14.36%) SQL Server
14 52 (12.65%) MS Excel
15 51 (12.41%) Data Management
16 49 (11.92%) Stakeholder Management
17 44 (10.71%) Business Intelligence
18 43 (10.46%) Data Extraction
19 42 (10.22%) Data Mapping
19 42 (10.22%) Microsoft
20 39 (9.49%) Analytical Skills
21 38 (9.25%) Data Warehouse
21 38 (9.25%) SQL Server Integration Services
22 35 (8.52%) Data Conversion
22 35 (8.52%) Data Governance
22 35 (8.52%) Data Transformation
23 34 (8.27%) Agile Software Development
24 31 (7.54%) Data Validation
24 31 (7.54%) LSMW
25 30 (7.30%) Security Cleared

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 (2.68%) Apache Spark
2 9 (2.19%) SharePoint
3 7 (1.70%) Confluence
3 7 (1.70%) SAS
4 4 (0.97%) Elasticsearch
5 1 (0.24%) Apache
5 1 (0.24%) Oracle Workflow
5 1 (0.24%) Tomcat
5 1 (0.24%) WebLogic
Applications
1 52 (12.65%) MS Excel
2 17 (4.14%) MS PowerPoint
3 11 (2.68%) MS Office
4 8 (1.95%) Spreadsheet
5 7 (1.70%) MS Visio
6 5 (1.22%) MS Project
7 1 (0.24%) SPSS
Business Applications
1 30 (7.30%) Oracle EBS R12
2 23 (5.60%) Oracle EBS
3 18 (4.38%) SAP HR
4 14 (3.41%) Oracle ERP
5 13 (3.16%) SAP ERP
6 10 (2.43%) Dynamics CRM
7 9 (2.19%) SAP FI
7 9 (2.19%) SAP Oil and Gas
7 9 (2.19%) Unit4 Business World
8 8 (1.95%) Oracle Financials
8 8 (1.95%) Oracle Payables
8 8 (1.95%) Oracle Receivables
9 7 (1.70%) Oracle Assets
9 7 (1.70%) Oracle Cash Management
10 6 (1.46%) Oracle General Ledger
10 6 (1.46%) Oracle Procure-to-Pay
11 5 (1.22%) Maximo
11 5 (1.22%) SAP PM
12 4 (0.97%) SAP CRM
12 4 (0.97%) SAP HCM
Cloud Services
1 10 (2.43%) SuccessFactors
2 7 (1.70%) SaaS
3 3 (0.73%) G Suite
4 2 (0.49%) Office 365
5 1 (0.24%) Amazon AWS
5 1 (0.24%) Google Analytics
Communications & Networking
1 3 (0.73%) Firewall
2 2 (0.49%) Internet
2 2 (0.49%) Intranet
2 2 (0.49%) NAS
3 1 (0.24%) BGP
3 1 (0.24%) SNA
3 1 (0.24%) Wireless
Database & Business Intelligence
1 59 (14.36%) SQL Server
2 38 (9.25%) Data Warehouse
2 38 (9.25%) SQL Server Integration Services
3 24 (5.84%) Relational Database
4 19 (4.62%) Big Data
5 18 (4.38%) SAP Data Services
6 17 (4.14%) SQL Server Reporting Services
7 13 (3.16%) SQL Server 2008
8 11 (2.68%) Hadoop
8 11 (2.68%) MS Access
9 9 (2.19%) SQL Server Analysis Services
10 7 (1.70%) BusinessObjects
10 7 (1.70%) Oracle Reports
11 6 (1.46%) DataStage
11 6 (1.46%) RDBMS
11 6 (1.46%) SQL Server 2012
12 5 (1.22%) Apache Hive
12 5 (1.22%) Oracle Database
12 5 (1.22%) Star Schema
13 4 (0.97%) Snowflake Schema
Development Applications
1 31 (7.54%) LSMW
2 18 (4.38%) JIRA
3 11 (2.68%) ERwin
4 9 (2.19%) Talend Open Studio
5 5 (1.22%) Team Foundation Server
6 3 (0.73%) Visual Studio
7 2 (0.49%) SQL Server Management Studio (SSMS)
8 1 (0.24%) Git (software)
8 1 (0.24%) Jenkins
8 1 (0.24%) Oracle Forms
8 1 (0.24%) QAComplete
8 1 (0.24%) Sonatype Nexus
8 1 (0.24%) TestComplete
8 1 (0.24%) VersionOne
General
1 125 (30.41%) Finance
2 26 (6.33%) Retail
3 20 (4.87%) Banking
4 14 (3.41%) Manufacturing
5 12 (2.92%) Marketing
6 9 (2.19%) Law
6 9 (2.19%) Legal
7 6 (1.46%) Retail Banking
8 5 (1.22%) Pharmaceutical
9 4 (0.97%) Back Office
9 4 (0.97%) Local Government
10 3 (0.73%) Billing
10 3 (0.73%) Front Office
10 3 (0.73%) General Ledger
10 3 (0.73%) Telecoms
11 2 (0.49%) Advertising
11 2 (0.49%) Corporate Banking
11 2 (0.49%) Financial Institution
11 2 (0.49%) Investment Banking
12 1 (0.24%) Private Banking
Job Titles
1 158 (38.44%) Analyst
2 109 (26.52%) Data Analyst
3 51 (12.41%) Consultant
4 46 (11.19%) Developer
5 37 (9.00%) Architect
6 35 (8.52%) Data Manager
7 31 (7.54%) Data Consultant
8 30 (7.30%) Business Analyst
9 23 (5.60%) Data Architect
10 21 (5.11%) Data Migration Consultant
10 21 (5.11%) Data Migration Lead
10 21 (5.11%) Migration Analyst
10 21 (5.11%) Migration Consultant
11 19 (4.62%) Oracle Analyst
11 19 (4.62%) SAP Consultant
12 18 (4.38%) Data Migration Analyst
13 17 (4.14%) SAP Data Consultant
14 16 (3.89%) Business Data Analyst
14 16 (3.89%) SQL Analyst
15 15 (3.65%) Financial Analyst
Libraries, Frameworks & Software Standards
1 21 (5.11%) BAPI
2 19 (4.62%) XML
3 6 (1.46%) Kafka
4 5 (1.22%) .NET
5 4 (0.97%) ActiveX
5 4 (0.97%) Oracle Fusion
6 3 (0.73%) ADO
6 3 (0.73%) Akka
6 3 (0.73%) AngularJS
6 3 (0.73%) DAO
6 3 (0.73%) HTML
7 2 (0.49%) ASP.NET
7 2 (0.49%) Node.js
7 2 (0.49%) Play Framework
7 2 (0.49%) REST
7 2 (0.49%) SOAP
7 2 (0.49%) Web Services
8 1 (0.24%) D3.js
8 1 (0.24%) HTML5
8 1 (0.24%) Spring
Miscellaneous
1 43 (10.46%) Data Extraction
2 39 (9.49%) Analytical Skills
3 35 (8.52%) Data Conversion
4 30 (7.30%) Data Structures
5 23 (5.60%) Management Information System
6 16 (3.89%) Statistics
7 15 (3.65%) Data Integration
8 13 (3.16%) Reference Data
9 6 (1.46%) FMCG
10 5 (1.22%) Computer Science
10 5 (1.22%) NHS
10 5 (1.22%) Virtual Team
11 4 (0.97%) Credit Risk
12 3 (0.73%) AS400
12 3 (0.73%) Data Protection Act
12 3 (0.73%) Enterprise Software
12 3 (0.73%) Visualisation
13 2 (0.49%) Client/Server
13 2 (0.49%) New Media
13 2 (0.49%) Tandem
Operating Systems
1 12 (2.92%) Windows
2 10 (2.43%) Unix
3 6 (1.46%) Linux
4 4 (0.97%) Solaris
5 3 (0.73%) Windows Server
6 1 (0.24%) Windows 7
6 1 (0.24%) Windows Server 2003
6 1 (0.24%) Windows Server 2008
Processes & Methodologies
1 231 (56.20%) Migration
2 198 (48.18%) Data Migration
3 128 (31.14%) ETL
4 95 (23.11%) Data Modelling
5 87 (21.17%) Data Analysis
6 63 (15.33%) Validation
7 60 (14.60%) ERP
8 51 (12.41%) Data Management
9 49 (11.92%) Stakeholder Management
10 44 (10.71%) Business Intelligence
11 42 (10.22%) Data Mapping
12 35 (8.52%) Data Governance
12 35 (8.52%) Data Transformation
13 34 (8.27%) Agile Software Development
14 31 (7.54%) Data Validation
15 28 (6.81%) Data Architecture
16 27 (6.57%) Analytics
17 25 (6.08%) CRM
18 24 (5.84%) User Acceptance Testing
19 19 (4.62%) Project Management
Programming Languages
1 135 (32.85%) SQL
2 28 (6.81%) T-SQL
3 17 (4.14%) PL/SQL
4 14 (3.41%) VBA
5 7 (1.70%) C
6 5 (1.22%) Scala
6 5 (1.22%) VB
7 4 (0.97%) Python
7 4 (0.97%) Shell Script
8 3 (0.73%) JavaScript
8 3 (0.73%) R
9 2 (0.49%) ABAP
9 2 (0.49%) C#
9 2 (0.49%) Java
9 2 (0.49%) PHP
10 1 (0.24%) COBOL
10 1 (0.24%) PowerShell
10 1 (0.24%) VB.NET
10 1 (0.24%) VBScript
Qualifications
1 30 (7.30%) Security Cleared
2 24 (5.84%) SC Cleared
3 16 (3.89%) Degree
4 4 (0.97%) BPSS Clearance
5 2 (0.49%) APMP
5 2 (0.49%) DBS Check
5 2 (0.49%) PMP
6 1 (0.24%) CCNP
6 1 (0.24%) Cisco Certification
6 1 (0.24%) CISSP
6 1 (0.24%) CTC Cleared
6 1 (0.24%) PMI Certification
6 1 (0.24%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 124 (30.17%) Data Quality
2 16 (3.89%) QA
3 6 (1.46%) GxP
3 6 (1.46%) Sarbanes-Oxley
4 2 (0.49%) Disclosure Scotland
4 2 (0.49%) EMIR
4 2 (0.49%) FATCA
5 1 (0.24%) P3O
5 1 (0.24%) SLA
System Software
1 5 (1.22%) Active Directory
2 4 (0.97%) Virtual Machines
3 3 (0.73%) Hyper-V
3 3 (0.73%) VMware Infrastructure
4 1 (0.24%) Firmware
Systems Management
1 3 (0.73%) Control-M
1 3 (0.73%) Oracle EDQ
2 2 (0.49%) SCOM
3 1 (0.24%) HP Quality Center
Vendors
1 106 (25.79%) SAP
2 94 (22.87%) Oracle
3 42 (10.22%) Microsoft
4 26 (6.33%) Informatica
5 15 (3.65%) IBM
6 14 (3.41%) Salesforce.com
7 12 (2.92%) Cognos
8 11 (2.68%) Tableau
9 9 (2.19%) Talend
10 7 (1.70%) Workday
11 6 (1.46%) Teradata
12 4 (0.97%) Google
12 4 (0.97%) IFS
13 3 (0.73%) JD Edwards
13 3 (0.73%) Northgate
13 3 (0.73%) PeopleSoft
13 3 (0.73%) VMware
14 2 (0.49%) Alteryx
14 2 (0.49%) Calypso
14 2 (0.49%) Yardi
Bushey, Hertfordshire
TEKsystems
Rate: £400 - £450 per day
Posted: 5 days ago
Solihull
360 Resourcing
Rate: £15,000 - £20,000 per annum
Posted: 26 days ago