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 19 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
19 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
UK / England
Rank 410 413 413
Rank change year-on-year
+3 0
Contract jobs citing Data Cleansing 152 204 181
As % of all contract IT jobs located in England 0.37% 0.43% 0.38%
As % of the Processes & Methodologies category 0.45% 0.52% 0.48%
Number of daily rates quoted 104 147 130
Median daily rate £425 £425 £425
90% offered a daily rate of more than £150 £300 £271
10% offered a daily rate of more than £600 £590 £575
UK excluding London median daily rate £413 £400 £365
% change year-on-year
+3.12% +9.58%
Number of hourly rates quoted 1 4 2
Median hourly rate £18.12 £16.50 £26.00
Median hourly rate % change year-on-year
+9.81% -36.53%
UK excluding London median hourly rate - £13.50 £36.00
% change year-on-year
- -62.50%

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
33904 39232 37671
As % of all contract IT jobs located in England 82.43% 82.52% 79.35%
Number of daily rates quoted 22608 25992 24260
Median daily rate £450 £430 £425
Median daily rate % change year-on-year
+4.65% +1.17%
90% offered a daily rate of more than £300 £300 £281
10% offered a daily rate of more than £600 £600 £580
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 860 1055 1023
Median hourly rate £36.00 £37.50 £27.50
Median hourly rate % change year-on-year
-4.00% +36.36%
90% offered a hourly rate of more than £13.00 £12.80 £12.00
10% offered a hourly rate of more than £53.50 £56.00 £47.50
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 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 19 February 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 19 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
London +18 86 £425 -5.55% 16
East of England +23 21 £500 +33.33% 1
South East -5 13 £313 -26.47% 2
North West +24 8 £625 +92.30% 1
South West +3 7 £270 -31.42% 2
West Midlands -15 7 £338 -15.62%
Yorkshire +20 5 £344 -1.78% 2
Midlands - 3 £500 -
East Midlands -8 1 £450 +12.50%
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 19 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 across the England region with a requirement for Data Cleansing.

1 168 (48.84%) Migration
2 147 (42.73%) Data Migration
3 115 (33.43%) SQL
4 104 (30.23%) ETL
5 98 (28.49%) Finance
6 85 (24.71%) Data Quality
7 80 (23.26%) SAP
8 73 (21.22%) Oracle
9 72 (20.93%) Data Modelling
10 69 (20.06%) Data Analysis
11 62 (18.02%) ERP
12 53 (15.41%) Business Intelligence
13 51 (14.83%) SQL Server Integration Services
14 49 (14.24%) MS Excel
15 47 (13.66%) SQL Server
16 46 (13.37%) Microsoft
17 45 (13.08%) Stakeholder Management
18 41 (11.92%) Data Management
19 37 (10.76%) Analytical Skills
20 33 (9.59%) Validation
21 32 (9.30%) Data Warehouse
22 30 (8.72%) Data Mapping
23 28 (8.14%) Agile Software Development
24 26 (7.56%) SQL Server Reporting Services
25 25 (7.27%) T-SQL
25 25 (7.27%) Security Cleared
25 25 (7.27%) Data Transformation
26 24 (6.98%) Data Governance
26 24 (6.98%) Degree
26 24 (6.98%) Data Structures

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 13 (3.78%) Apache Spark
2 8 (2.33%) SharePoint
3 7 (2.03%) Elasticsearch
4 6 (1.74%) SAS
5 4 (1.16%) Confluence
6 3 (0.87%) Smallworld
7 2 (0.58%) Oracle Self-Service HR
8 1 (0.29%) Apache
8 1 (0.29%) BizTalk Server
8 1 (0.29%) Oracle Workflow
8 1 (0.29%) WebLogic
Applications
1 49 (14.24%) MS Excel
2 14 (4.07%) MS Office
2 14 (4.07%) MS PowerPoint
3 4 (1.16%) MS Project
4 3 (0.87%) MS Visio
5 2 (0.58%) Stata
6 1 (0.29%) Spreadsheet
6 1 (0.29%) SPSS
Business Applications
1 18 (5.23%) Oracle EBS R12
2 15 (4.36%) Oracle ERP
3 14 (4.07%) Oracle EBS
3 14 (4.07%) SAP HR
4 9 (2.62%) Dynamics CRM
5 8 (2.33%) Maximo
6 7 (2.03%) SAP ERP
6 7 (2.03%) SAP HCM
7 6 (1.74%) SAP FI
8 4 (1.16%) Oracle Payroll
8 4 (1.16%) SAP Oil and Gas
9 3 (0.87%) Dynamics AX
9 3 (0.87%) Oracle Procure-to-Pay
9 3 (0.87%) Oracle Retail
9 3 (0.87%) Salesforce.com CRM
9 3 (0.87%) SAP CO
9 3 (0.87%) SAP FI/CO
10 2 (0.58%) Oracle iRecruitment
10 2 (0.58%) Oracle Payables
10 2 (0.58%) SAP PM
Cloud Services
1 6 (1.74%) Office 365
2 5 (1.45%) SuccessFactors
3 3 (0.87%) SaaS
4 2 (0.58%) Amazon AWS
5 1 (0.29%) Force.com
5 1 (0.29%) Google Analytics
5 1 (0.29%) Microsoft Azure
Communications & Networking
1 3 (0.87%) Internet
1 3 (0.87%) SNA
2 1 (0.29%) BGP
2 1 (0.29%) Intranet
2 1 (0.29%) NAS
Database & Business Intelligence
1 51 (14.83%) SQL Server Integration Services
2 47 (13.66%) SQL Server
3 32 (9.30%) Data Warehouse
4 26 (7.56%) SQL Server Reporting Services
5 19 (5.52%) Big Data
5 19 (5.52%) Relational Database
6 16 (4.65%) MS Access
7 13 (3.78%) Hadoop
8 12 (3.49%) Oracle Reports
9 11 (3.20%) SQL Server Analysis Services
10 10 (2.91%) SQL Server 2012
11 8 (2.33%) SQL Server 2008
12 7 (2.03%) GIS
12 7 (2.03%) SQL Server 2014
13 6 (1.74%) Oracle BI EE
13 6 (1.74%) Power BI
14 5 (1.45%) Oracle Database
14 5 (1.45%) Oracle Database 11g
14 5 (1.45%) QlikView
14 5 (1.45%) SQL Server 2016
Development Applications
1 18 (5.23%) LSMW
2 12 (3.49%) JIRA
3 10 (2.91%) ERwin
3 10 (2.91%) Team Foundation Server
4 9 (2.62%) Visual Studio
5 6 (1.74%) Talend Open Studio
6 1 (0.29%) Git (software)
6 1 (0.29%) Jenkins
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 98 (28.49%) Finance
2 23 (6.69%) Retail
3 16 (4.65%) Banking
4 12 (3.49%) Legal
5 10 (2.91%) Manufacturing
6 6 (1.74%) Marketing
7 5 (1.45%) Billing
7 5 (1.45%) Law
7 5 (1.45%) Local Government
8 3 (0.87%) Advertising
8 3 (0.87%) Back Office
8 3 (0.87%) Front Office
8 3 (0.87%) General Ledger
8 3 (0.87%) Pharmaceutical
9 2 (0.58%) Corporate Banking
9 2 (0.58%) Investment Banking
9 2 (0.58%) Retail Banking
10 1 (0.29%) Spanish Language
Job Titles
1 127 (36.92%) Analyst
2 92 (26.74%) Data Analyst
3 47 (13.66%) Developer
4 30 (8.72%) Architect
4 30 (8.72%) Consultant
5 27 (7.85%) Data Manager
6 21 (6.10%) Business Analyst
7 20 (5.81%) Data Architect
8 19 (5.52%) Data Migration Analyst
8 19 (5.52%) Migration Analyst
9 17 (4.94%) Data Consultant
10 16 (4.65%) Business Data Analyst
11 15 (4.36%) Data Migration Consultant
11 15 (4.36%) Migration Consultant
11 15 (4.36%) Migration Manager
12 14 (4.07%) Data Migration Lead
13 13 (3.78%) Project Manager
14 12 (3.49%) Data Cleansing Analyst
14 12 (3.49%) SAP Manager
14 12 (3.49%) SQL Analyst
Libraries, Frameworks & Software Standards
1 18 (5.23%) XML
2 15 (4.36%) BAPI
3 11 (3.20%) .NET
4 7 (2.03%) Oracle Fusion
5 6 (1.74%) AngularJS
5 6 (1.74%) Kafka
6 5 (1.45%) D3.js
6 5 (1.45%) HTML
7 4 (1.16%) ActiveX
7 4 (1.16%) HTML5
8 3 (0.87%) ADO
8 3 (0.87%) Akka
8 3 (0.87%) DAO
8 3 (0.87%) GraphX
8 3 (0.87%) SAML
9 2 (0.58%) ASP.NET
9 2 (0.58%) Node.js
9 2 (0.58%) Play Framework
9 2 (0.58%) REST
9 2 (0.58%) SOAP
Miscellaneous
1 37 (10.76%) Analytical Skills
2 24 (6.98%) Data Structures
3 22 (6.40%) Data Extraction
3 22 (6.40%) Management Information System
4 20 (5.81%) Reference Data
5 19 (5.52%) Statistics
6 14 (4.07%) Data Conversion
7 9 (2.62%) NHS
8 6 (1.74%) Data Integration
9 5 (1.45%) Computer Science
9 5 (1.45%) User Experience
10 4 (1.16%) Credit Risk
10 4 (1.16%) FMCG
10 4 (1.16%) Mathematics
10 4 (1.16%) Virtual Team
11 3 (0.87%) Algorithms
11 3 (0.87%) Enterprise Software
11 3 (0.87%) PMI
11 3 (0.87%) Visualisation
12 2 (0.58%) Tandem
Operating Systems
1 15 (4.36%) Windows
2 7 (2.03%) Unix
2 7 (2.03%) Windows Server
3 4 (1.16%) Linux
3 4 (1.16%) Windows 10
4 3 (0.87%) Solaris
5 1 (0.29%) Windows 7
5 1 (0.29%) Windows Server 2003
5 1 (0.29%) Windows Server 2008
Processes & Methodologies
1 168 (48.84%) Migration
2 147 (42.73%) Data Migration
3 104 (30.23%) ETL
4 72 (20.93%) Data Modelling
5 69 (20.06%) Data Analysis
6 62 (18.02%) ERP
7 53 (15.41%) Business Intelligence
8 45 (13.08%) Stakeholder Management
9 41 (11.92%) Data Management
10 33 (9.59%) Validation
11 30 (8.72%) Data Mapping
12 28 (8.14%) Agile Software Development
13 25 (7.27%) Data Transformation
14 24 (6.98%) Data Governance
15 22 (6.40%) Project Management
16 20 (5.81%) CRM
16 20 (5.81%) Data Validation
17 17 (4.94%) User Acceptance Testing
18 16 (4.65%) Analytics
19 14 (4.07%) Data Architecture
Programming Languages
1 115 (33.43%) SQL
2 25 (7.27%) T-SQL
3 10 (2.91%) PL/SQL
3 10 (2.91%) VBA
4 8 (2.33%) Scala
5 6 (1.74%) C
5 6 (1.74%) C#
6 5 (1.45%) Data Analysis Expressions (DAX)
6 5 (1.45%) PHP
6 5 (1.45%) Python
7 4 (1.16%) R
7 4 (1.16%) Shell Script
7 4 (1.16%) VB
8 3 (0.87%) JavaScript
9 2 (0.58%) Java
10 1 (0.29%) MATLAB
10 1 (0.29%) PowerShell
10 1 (0.29%) SAS Macro
10 1 (0.29%) VBScript
10 1 (0.29%) X++
Qualifications
1 25 (7.27%) Security Cleared
2 24 (6.98%) Degree
3 20 (5.81%) SC Cleared
4 4 (1.16%) APMP
5 3 (0.87%) PMI Certification
5 3 (0.87%) PMP
6 2 (0.58%) BC Cleared
6 2 (0.58%) BPSS Clearance
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%) DBS Check
7 1 (0.29%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 85 (24.71%) Data Quality
2 18 (5.23%) QA
3 3 (0.87%) P3O
4 2 (0.58%) Disclosure Scotland
4 2 (0.58%) GxP
5 1 (0.29%) IFRS
5 1 (0.29%) IFRS 9
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%) IAG
2 1 (0.29%) Virtual Machines
Systems Management
1 1 (0.29%) Forefront Identity Manager
1 1 (0.29%) HP Quality Center
Vendors
1 80 (23.26%) SAP
2 73 (21.22%) Oracle
3 46 (13.37%) Microsoft
4 12 (3.49%) IBM
5 9 (2.62%) Tableau
6 8 (2.33%) Informatica
7 7 (2.03%) Cognos
7 7 (2.03%) Salesforce.com
8 6 (1.74%) Talend
9 4 (1.16%) IFS
9 4 (1.16%) Remedy
10 3 (0.87%) Bloomberg
10 3 (0.87%) Dell
10 3 (0.87%) Northgate
10 3 (0.87%) PeopleSoft
11 2 (0.58%) Concur
11 2 (0.58%) CyberArk
11 2 (0.58%) Teradata
12 1 (0.29%) Workday
12 1 (0.29%) WorldPay
Sheffield
Nigel Frank International
Rate: £350 per day
Posted: 2 days ago
City, London
Nigel Frank International Ltd
Rate: £250 - £310 per day
Posted: 3 days ago
Newcastle Upon Tyne, Tyne and Wear
Solutions Recruitment
Rate: Negotiable, depending on experience
Posted: 4 days ago
London
Computer People
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London
Bluetown Online LTD
Rate: £18623 per annum
Posted: 16 days ago