The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 20 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
20 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK / England
Rank 402 398 389
Rank change year-on-year
-4 -9
Contract jobs citing Data Cleansing 165 199 209
As % of all contract IT jobs located in England 0.40% 0.43% 0.45%
As % of the Processes & Methodologies category 0.48% 0.52% 0.57%
Number of daily rates quoted 111 145 131
Median daily rate £441 £425 £425
Median daily rate % change year-on-year
+3.64% -
90% offered a daily rate of more than £150 £295 £273
10% offered a daily rate of more than £600 £600 £540
UK excluding London median daily rate £413 £400 £356
% change year-on-year
+3.12% +12.28%
Number of hourly rates quoted 2 4 6
Median hourly rate £19.12 £16.00 £23.70
Median hourly rate % change year-on-year
+19.50% -32.48%
90% offered a hourly rate of more than £18.32 £11.80 £9.50
10% offered a hourly rate of more than £19.92 £18.10 £70.50
UK excluding London median hourly rate - £10.00 £20.95
% change year-on-year
- -52.26%

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
34168 38153 36576
As % of all contract IT jobs located in England 82.40% 82.03% 78.74%
Number of daily rates quoted 22805 25059 24007
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £288
10% offered a daily rate of more than £600 £600 £585
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 850 1101 978
Median hourly rate £33.86 £37.50 £25.00
Median hourly rate % change year-on-year
-9.70% +50.00%
90% offered a hourly rate of more than £13.00 £12.90 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

Data Cleansing
Jobs Demand Trend in England

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

Data Cleansing Jobs Demand Trend in England

Data Cleansing
Daily Rate Trend in England

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

Data Cleansing Daily Rate Trend in England

Data Cleansing
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the England region over the 3 months to 20 January 2017.

Data Cleansing Daily Rate Histogram in England

Data Cleansing
Hourly Rate Trend in England

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

Data Cleansing Hourly Rate Trend in England

Data Cleansing
Contract Job Locations in England

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 England region over the 3 months to 20 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
London +9 81 £450 - 22
East of England +16 25 £450 +21.62%
East Midlands +7 16 £250 -37.50% 1
South East +2 15 £325 -23.52% 1
South West +10 12 £338 -28.94% 1
Yorkshire -5 6 £363 -9.37% 1
North West +20 4 £650 +116.66% 2
Midlands - 3 £500 -
West Midlands -30 2 £456 +21.66%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 20 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 across the England region with a requirement for Data Cleansing.

1 191 (55.52%) Migration
2 160 (46.51%) Data Migration
3 124 (36.05%) SQL
4 112 (32.56%) ETL
5 99 (28.78%) Finance
6 95 (27.62%) SAP
7 88 (25.58%) Data Quality
8 73 (21.22%) Data Analysis
8 73 (21.22%) Data Modelling
9 72 (20.93%) Oracle
10 61 (17.73%) ERP
11 55 (15.99%) SQL Server
12 46 (13.37%) SQL Server Integration Services
13 44 (12.79%) MS Excel
14 42 (12.21%) Business Intelligence
14 42 (12.21%) Microsoft
15 41 (11.92%) Validation
15 41 (11.92%) Stakeholder Management
16 36 (10.47%) Data Management
16 36 (10.47%) Analytical Skills
17 32 (9.30%) Data Mapping
18 31 (9.01%) T-SQL
19 30 (8.72%) Agile Software Development
20 28 (8.14%) Data Warehouse
21 27 (7.85%) LSMW
21 27 (7.85%) Data Extraction
22 25 (7.27%) Management Information System
23 24 (6.98%) Data Governance
24 22 (6.40%) Analytics
24 22 (6.40%) Retail

Data Cleansing
Top Related IT Skills in England 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 (3.20%) Apache Spark
2 9 (2.62%) SharePoint
3 5 (1.45%) Elasticsearch
3 5 (1.45%) SAS
4 4 (1.16%) Confluence
5 3 (0.87%) Smallworld
6 1 (0.29%) Apache
6 1 (0.29%) Oracle Workflow
6 1 (0.29%) WebLogic
Applications
1 44 (12.79%) MS Excel
2 17 (4.94%) MS PowerPoint
3 9 (2.62%) MS Office
4 6 (1.74%) Spreadsheet
5 4 (1.16%) MS Project
6 3 (0.87%) MS Visio
7 2 (0.58%) Stata
8 1 (0.29%) SPSS
Business Applications
1 20 (5.81%) Oracle EBS R12
2 14 (4.07%) Oracle EBS
2 14 (4.07%) SAP HR
3 13 (3.78%) Oracle ERP
3 13 (3.78%) SAP ERP
4 8 (2.33%) SAP FI
5 7 (2.03%) Dynamics CRM
5 7 (2.03%) Maximo
6 6 (1.74%) Oracle Procure-to-Pay
6 6 (1.74%) SAP HCM
7 5 (1.45%) SAP Oil and Gas
8 3 (0.87%) Dynamics AX
8 3 (0.87%) SAP CO
8 3 (0.87%) SAP CRM
8 3 (0.87%) SAP FI/CO
8 3 (0.87%) Unit4 Business World
9 2 (0.58%) SAP APO
9 2 (0.58%) SAP MM
9 2 (0.58%) SAP PP
9 2 (0.58%) SAP SD
Cloud Services
1 9 (2.62%) SuccessFactors
2 2 (0.58%) Amazon AWS
2 2 (0.58%) Office 365
2 2 (0.58%) SaaS
3 1 (0.29%) Google Analytics
Communications & Networking
1 3 (0.87%) Internet
2 2 (0.58%) Intranet
2 2 (0.58%) SNA
3 1 (0.29%) BGP
3 1 (0.29%) NAS
3 1 (0.29%) Wireless
Database & Business Intelligence
1 55 (15.99%) SQL Server
2 46 (13.37%) SQL Server Integration Services
3 28 (8.14%) Data Warehouse
4 19 (5.52%) Relational Database
5 18 (5.23%) SQL Server Reporting Services
6 16 (4.65%) Big Data
6 16 (4.65%) SAP Data Services
7 15 (4.36%) MS Access
8 13 (3.78%) SQL Server 2008
9 11 (3.20%) Hadoop
9 11 (3.20%) SQL Server Analysis Services
10 10 (2.91%) Oracle Reports
10 10 (2.91%) SQL Server 2012
11 7 (2.03%) BusinessObjects
11 7 (2.03%) GIS
11 7 (2.03%) SQL Server 2014
12 6 (1.74%) Power BI
13 5 (1.45%) SQL Server 2016
14 4 (1.16%) Oracle Database
14 4 (1.16%) RDBMS
Development Applications
1 27 (7.85%) LSMW
2 12 (3.49%) JIRA
3 10 (2.91%) ERwin
4 8 (2.33%) Team Foundation Server
5 7 (2.03%) Talend Open Studio
5 7 (2.03%) Visual Studio
6 1 (0.29%) Git (software)
6 1 (0.29%) Jenkins
6 1 (0.29%) Oracle Forms
6 1 (0.29%) QAComplete
6 1 (0.29%) Sonatype Nexus
6 1 (0.29%) SQL Server Management Studio (SSMS)
6 1 (0.29%) TestComplete
6 1 (0.29%) VersionOne
General
1 99 (28.78%) Finance
2 22 (6.40%) Retail
3 14 (4.07%) Banking
4 12 (3.49%) Manufacturing
5 11 (3.20%) Legal
6 6 (1.74%) Law
7 5 (1.45%) Marketing
8 4 (1.16%) Back Office
8 4 (1.16%) Billing
8 4 (1.16%) Local Government
8 4 (1.16%) Pharmaceutical
9 3 (0.87%) Front Office
9 3 (0.87%) General Ledger
9 3 (0.87%) Retail Banking
10 2 (0.58%) Advertising
10 2 (0.58%) Corporate Banking
10 2 (0.58%) Investment Banking
11 1 (0.29%) Aerospace
Job Titles
1 125 (36.34%) Analyst
2 91 (26.45%) Data Analyst
3 44 (12.79%) Consultant
4 40 (11.63%) Developer
5 31 (9.01%) Data Manager
6 28 (8.14%) Architect
7 27 (7.85%) Data Consultant
8 21 (6.10%) Business Analyst
8 21 (6.10%) Data Migration Analyst
8 21 (6.10%) Migration Analyst
9 20 (5.81%) Data Migration Consultant
9 20 (5.81%) Migration Consultant
10 19 (5.52%) Data Architect
11 16 (4.65%) Business Data Analyst
11 16 (4.65%) Data Migration Lead
11 16 (4.65%) SAP Consultant
12 15 (4.36%) Migration Manager
13 14 (4.07%) SQL Analyst
14 13 (3.78%) SAP Data Consultant
14 13 (3.78%) SAP Data Manager
Libraries, Frameworks & Software Standards
1 20 (5.81%) BAPI
2 19 (5.52%) XML
3 12 (3.49%) .NET
4 6 (1.74%) Kafka
5 4 (1.16%) ActiveX
5 4 (1.16%) AngularJS
5 4 (1.16%) HTML
6 3 (0.87%) ADO
6 3 (0.87%) Akka
6 3 (0.87%) D3.js
6 3 (0.87%) DAO
6 3 (0.87%) Oracle Fusion
6 3 (0.87%) SAML
7 2 (0.58%) ASP.NET
7 2 (0.58%) GraphX
7 2 (0.58%) HTML5
7 2 (0.58%) Node.js
7 2 (0.58%) Play Framework
7 2 (0.58%) REST
7 2 (0.58%) SOAP
Miscellaneous
1 36 (10.47%) Analytical Skills
2 27 (7.85%) Data Extraction
3 25 (7.27%) Management Information System
4 21 (6.10%) Data Structures
5 20 (5.81%) Data Conversion
6 19 (5.52%) Statistics
7 15 (4.36%) Reference Data
8 10 (2.91%) Data Integration
8 10 (2.91%) NHS
9 6 (1.74%) FMCG
10 4 (1.16%) Computer Science
10 4 (1.16%) Credit Risk
11 3 (0.87%) Enterprise Software
11 3 (0.87%) Mathematics
11 3 (0.87%) PMI
11 3 (0.87%) User Experience
11 3 (0.87%) Virtual Team
11 3 (0.87%) Visualisation
12 2 (0.58%) AS400
12 2 (0.58%) Tandem
Operating Systems
1 12 (3.49%) Windows
2 8 (2.33%) Unix
3 7 (2.03%) Windows Server
4 5 (1.45%) Linux
5 4 (1.16%) Solaris
6 1 (0.29%) Windows 7
6 1 (0.29%) Windows Server 2003
6 1 (0.29%) Windows Server 2008
Processes & Methodologies
1 191 (55.52%) Migration
2 160 (46.51%) Data Migration
3 112 (32.56%) ETL
4 73 (21.22%) Data Analysis
4 73 (21.22%) Data Modelling
5 61 (17.73%) ERP
6 42 (12.21%) Business Intelligence
7 41 (11.92%) Stakeholder Management
7 41 (11.92%) Validation
8 36 (10.47%) Data Management
9 32 (9.30%) Data Mapping
10 30 (8.72%) Agile Software Development
11 24 (6.98%) Data Governance
12 22 (6.40%) Analytics
13 20 (5.81%) Data Validation
14 19 (5.52%) Project Management
15 16 (4.65%) Data Architecture
15 16 (4.65%) Data Transformation
16 15 (4.36%) User Acceptance Testing
17 13 (3.78%) CRM
Programming Languages
1 124 (36.05%) SQL
2 31 (9.01%) T-SQL
3 10 (2.91%) PL/SQL
3 10 (2.91%) VBA
4 6 (1.74%) C#
4 6 (1.74%) Scala
5 5 (1.45%) C
5 5 (1.45%) Data Analysis Expressions (DAX)
5 5 (1.45%) PHP
6 4 (1.16%) Shell Script
6 4 (1.16%) VB
7 3 (0.87%) Python
7 3 (0.87%) R
8 2 (0.58%) JavaScript
9 1 (0.29%) ABAP
9 1 (0.29%) PowerShell
9 1 (0.29%) VB.NET
9 1 (0.29%) VBScript
Qualifications
1 21 (6.10%) Security Cleared
2 18 (5.23%) SC Cleared
3 14 (4.07%) Degree
4 4 (1.16%) APMP
4 4 (1.16%) PMP
5 3 (0.87%) PMI Certification
6 2 (0.58%) BPSS Clearance
6 2 (0.58%) DBS Check
6 2 (0.58%) Postgraduate
7 1 (0.29%) CCNP
7 1 (0.29%) Cisco Certification
7 1 (0.29%) CISSP
7 1 (0.29%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 88 (25.58%) Data Quality
2 18 (5.23%) QA
3 4 (1.16%) GxP
3 4 (1.16%) Sarbanes-Oxley
4 3 (0.87%) P3O
5 1 (0.29%) Disclosure Scotland
5 1 (0.29%) SLA
5 1 (0.29%) Solvency II
System Software
1 2 (0.58%) Active Directory
2 1 (0.29%) Firmware
2 1 (0.29%) Virtual Machines
Systems Management
1 2 (0.58%) SCOM
2 1 (0.29%) HP Quality Center
Vendors
1 95 (27.62%) SAP
2 72 (20.93%) Oracle
3 42 (12.21%) Microsoft
4 12 (3.49%) Informatica
4 12 (3.49%) Tableau
5 11 (3.20%) IBM
6 10 (2.91%) Cognos
7 7 (2.03%) Talend
8 6 (1.74%) Salesforce.com
9 4 (1.16%) IFS
10 3 (0.87%) JD Edwards
10 3 (0.87%) Northgate
10 3 (0.87%) PeopleSoft
11 2 (0.58%) Alteryx
11 2 (0.58%) Bloomberg
11 2 (0.58%) Dell
11 2 (0.58%) Teradata
11 2 (0.58%) Workday
11 2 (0.58%) Yardi
12 1 (0.29%) WorldPay
London
Parallel Consulting
Rate: £300 - £375 per day + experience dependant
Posted: 8 hours ago
North West London
Seven Principles Consulting
Rate: From £450 to £500 per day
Posted: 4 days ago
London
Parallel Consulting
Rate: £350 - £450 per day + experience dependant
Posted: 3 days ago