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 28 May 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
28 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 480 415 400
Rank change year-on-year
-65 -15
Contract jobs citing Data Cleansing 145 204 192
As % of all contract IT jobs located in England 0.29% 0.41% 0.40%
As % of the Processes & Methodologies category 0.35% 0.51% 0.51%
Number of daily rates quoted 89 127 114
Median daily rate £413 £400 £400
Median daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £273 £312 £267
10% offered a daily rate of more than £540 £575 £500
UK excluding London median daily rate £425 £375 £383
% change year-on-year
+13.33% -1.96%
Number of hourly rates quoted 1 5 8
Median hourly rate £16.00 £20.00 £15.75
Median hourly rate % change year-on-year
-20.00% +26.98%
UK excluding London median hourly rate £16.00 £33.67 £15.00
% change year-on-year
-52.47% +124.43%
Data Cleansing
UK

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
41108 39802 37510
As % of all contract IT jobs located in England 82.14% 79.38% 78.04%
Number of daily rates quoted 27552 25663 24073
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £568
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 920 1132 1135
Median hourly rate £27.50 £28.69 £28.25
Median hourly rate % change year-on-year
-4.14% +1.55%
90% offered a hourly rate of more than £12.75 £12.00 £12.80
10% offered a hourly rate of more than £47.50 £47.83 £47.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

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 28 May 2016.

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 28 May 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
London -55 68 £390 -8.23% 11
South East +11 26 £425 -20.93% 4
North West -7 11 £269 -28.33% 4
East of England +9 10 £400 - 1
East Midlands +10 8 £438 +9.37%
Yorkshire +14 7 £500 +76.99% 2
South West -8 6 £469 +50.00% 2
West Midlands -25 6 £493 +45.92%
Midlands -2 1 £275 -
North East -41 1 - - 1
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 28 May 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 across the England region with a requirement for Data Cleansing.

1 190 (55.56%) Migration
2 153 (44.74%) Data Migration
3 119 (34.80%) SQL
4 117 (34.21%) Data Quality
5 77 (22.51%) Finance
6 74 (21.64%) Data Analysis
6 74 (21.64%) Data Modelling
7 68 (19.88%) Microsoft
8 63 (18.42%) ETL
8 63 (18.42%) MS Excel
9 56 (16.37%) Data Mapping
10 51 (14.91%) SAP
11 50 (14.62%) SQL Server
12 47 (13.74%) Data Management
13 41 (11.99%) Validation
13 41 (11.99%) Oracle
14 34 (9.94%) Business Intelligence
15 31 (9.06%) Data Warehouse
16 30 (8.77%) PRINCE2
17 29 (8.48%) Data Architecture
18 28 (8.19%) Analytics
18 28 (8.19%) T-SQL
18 28 (8.19%) ERP
18 28 (8.19%) CRM
18 28 (8.19%) Project Management
19 27 (7.89%) SQL Server Integration Services
20 26 (7.60%) QA
20 26 (7.60%) User Acceptance Testing
20 26 (7.60%) Analytical Skills
21 25 (7.31%) Data Transformation

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 14 (4.09%) SharePoint
2 11 (3.22%) SAS
3 5 (1.46%) Apache Spark
3 5 (1.46%) Elasticsearch
4 3 (0.88%) BizTalk Server
4 3 (0.88%) WebLogic
5 2 (0.58%) FileNet
6 1 (0.29%) Apache
6 1 (0.29%) Apache Pig
6 1 (0.29%) Documentum
6 1 (0.29%) WebSphere
Applications
1 63 (18.42%) MS Excel
2 13 (3.80%) MS Office
3 12 (3.51%) Spreadsheet
4 8 (2.34%) MS PowerPoint
5 4 (1.17%) MS Project
6 2 (0.58%) SPSS
7 1 (0.29%) MS Visio
Business Applications
1 13 (3.80%) Dynamics CRM
2 7 (2.05%) Oracle EBS
2 7 (2.05%) SAP HR
2 7 (2.05%) SAP Payroll
3 6 (1.75%) Markit EDM
3 6 (1.75%) Maximo
3 6 (1.75%) Oracle EBS R12
4 5 (1.46%) Oracle Financials
5 4 (1.17%) SAP CRM
6 3 (0.88%) Dynamics AX
6 3 (0.88%) Oracle BPM
6 3 (0.88%) Oracle ERP
7 2 (0.58%) Oracle 11i
7 2 (0.58%) Oracle Procure-to-Pay
7 2 (0.58%) SAP Business ByDesign
7 2 (0.58%) SAP Oil and Gas
7 2 (0.58%) SAP PM
7 2 (0.58%) Unit4 Business World
8 1 (0.29%) Sage X3
8 1 (0.29%) Salesforce.com CRM
Cloud Services
1 5 (1.46%) SuccessFactors
2 4 (1.17%) Amazon AWS
3 2 (0.58%) Google Cloud Platform
4 1 (0.29%) Microsoft Azure
4 1 (0.29%) Office 365
Communications & Networking
1 4 (1.17%) TACACS
2 3 (0.88%) SNA
3 2 (0.58%) ATM
4 1 (0.29%) Extranet
Database & Business Intelligence
1 50 (14.62%) SQL Server
2 31 (9.06%) Data Warehouse
3 27 (7.89%) SQL Server Integration Services
4 21 (6.14%) SQL Server Reporting Services
5 20 (5.85%) Big Data
5 20 (5.85%) MS Access
6 14 (4.09%) SQL Server Analysis Services
7 10 (2.92%) Data Mining
7 10 (2.92%) Relational Database
8 9 (2.63%) BusinessObjects
8 9 (2.63%) DB2
8 9 (2.63%) MySQL
8 9 (2.63%) NoSQL
8 9 (2.63%) SAP Data Services
9 8 (2.34%) Hadoop
9 8 (2.34%) JasperReports
9 8 (2.34%) PostgreSQL
10 7 (2.05%) Microsoft Analysis Services
10 7 (2.05%) QlikView
11 6 (1.75%) PerformancePoint
Development Applications
1 4 (1.17%) LSMW
1 4 (1.17%) Team Foundation Server
2 3 (0.88%) ERwin
2 3 (0.88%) SQL Server Management Studio (SSMS)
2 3 (0.88%) Toad
3 2 (0.58%) Visual Studio
4 1 (0.29%) PeopleTools
4 1 (0.29%) Talend Open Studio
General
1 77 (22.51%) Finance
2 18 (5.26%) Banking
3 13 (3.80%) Manufacturing
3 13 (3.80%) Marketing
4 10 (2.92%) Investment Banking
4 10 (2.92%) Retail
5 7 (2.05%) Legal
5 7 (2.05%) Pharmaceutical
6 6 (1.75%) Telecoms
7 4 (1.17%) Law
7 4 (1.17%) Local Government
8 3 (0.88%) Advertising
9 2 (0.58%) Back Office
9 2 (0.58%) Billing
9 2 (0.58%) Electronics
9 2 (0.58%) Financial Institution
9 2 (0.58%) Front Office
9 2 (0.58%) Publishing
10 1 (0.29%) Automotive
10 1 (0.29%) Retail Banking
Job Titles
1 157 (45.91%) Analyst
2 120 (35.09%) Data Analyst
3 40 (11.70%) Migration Analyst
4 39 (11.40%) Data Migration Analyst
5 35 (10.23%) Consultant
6 33 (9.65%) Developer
7 31 (9.06%) Business Analyst
8 26 (7.60%) Architect
9 23 (6.73%) Data Business Analyst
10 20 (5.85%) Data Consultant
10 20 (5.85%) Data Manager
11 19 (5.56%) Data Architect
11 19 (5.56%) SQL Analyst
12 18 (5.26%) Project Manager
13 17 (4.97%) SQL Data Analyst
14 11 (3.22%) Data Migration Consultant
14 11 (3.22%) Excel Analyst
14 11 (3.22%) Migration Consultant
15 10 (2.92%) Data Migration Manager
15 10 (2.92%) Migration Manager
Libraries, Frameworks & Software Standards
1 10 (2.92%) XML
2 5 (1.46%) Middleware
3 4 (1.17%) BAPI
3 4 (1.17%) HTML
3 4 (1.17%) Lucene
3 4 (1.17%) MDX
3 4 (1.17%) Oracle Fusion
4 3 (0.88%) AngularJS
4 3 (0.88%) HTML5
4 3 (0.88%) WebCenter
5 2 (0.58%) .NET
5 2 (0.58%) GraphX
5 2 (0.58%) ODBC
6 1 (0.29%) .NET Framework
6 1 (0.29%) ASP.NET
6 1 (0.29%) ASP.NET MVC
6 1 (0.29%) CSS
6 1 (0.29%) D3.js
6 1 (0.29%) REST
6 1 (0.29%) SOAP
Miscellaneous
1 26 (7.60%) Analytical Skills
2 24 (7.02%) Data Extraction
3 22 (6.43%) Management Information System
4 21 (6.14%) Data Integration
5 19 (5.56%) Reference Data
6 17 (4.97%) Learning Management System
7 15 (4.39%) Data Structures
8 10 (2.92%) Data Conversion
9 9 (2.63%) Foreign Exchange (FX)
10 8 (2.34%) Visualisation
11 6 (1.75%) Statistics
12 5 (1.46%) Credit Risk
13 4 (1.17%) FMCG
13 4 (1.17%) NHS
13 4 (1.17%) Smart Meter
14 3 (0.88%) Reinsurance
14 3 (0.88%) Taxonomies
15 2 (0.58%) Algorithms
15 2 (0.58%) e-Learning
15 2 (0.58%) New Media
Operating Systems
1 7 (2.05%) Unix
2 6 (1.75%) Windows
3 2 (0.58%) Windows Server 2012
4 1 (0.29%) Linux
4 1 (0.29%) Windows Server
Processes & Methodologies
1 190 (55.56%) Migration
2 153 (44.74%) Data Migration
3 74 (21.64%) Data Analysis
3 74 (21.64%) Data Modelling
4 63 (18.42%) ETL
5 56 (16.37%) Data Mapping
6 47 (13.74%) Data Management
7 41 (11.99%) Validation
8 34 (9.94%) Business Intelligence
9 30 (8.77%) PRINCE2
10 29 (8.48%) Data Architecture
11 28 (8.19%) Analytics
11 28 (8.19%) CRM
11 28 (8.19%) ERP
11 28 (8.19%) Project Management
12 26 (7.60%) User Acceptance Testing
13 25 (7.31%) Data Transformation
14 24 (7.02%) Data Governance
15 23 (6.73%) Agile Software Development
16 22 (6.43%) Master Data Management
Programming Languages
1 119 (34.80%) SQL
2 28 (8.19%) T-SQL
3 12 (3.51%) VBA
4 9 (2.63%) Java
5 7 (2.05%) C
5 7 (2.05%) Scala
6 6 (1.75%) Shell Script
7 4 (1.17%) JavaScript
8 3 (0.88%) PL/SQL
8 3 (0.88%) VB
9 2 (0.58%) ABAP
9 2 (0.58%) C#
9 2 (0.58%) PowerShell
10 1 (0.29%) Groovy
10 1 (0.29%) MATLAB
10 1 (0.29%) R
10 1 (0.29%) VBScript
10 1 (0.29%) X++
Qualifications
1 13 (3.80%) Security Cleared
2 10 (2.92%) Degree
3 9 (2.63%) SC Cleared
4 5 (1.46%) Microsoft Certification
5 4 (1.17%) DV Cleared
5 4 (1.17%) PRINCE2 Certification
6 2 (0.58%) ACCA
6 2 (0.58%) CIMA
6 2 (0.58%) MCP
7 1 (0.29%) APMP
7 1 (0.29%) ITIL Foundation Certificate
7 1 (0.29%) PMI Certification
7 1 (0.29%) PMP
7 1 (0.29%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 117 (34.21%) Data Quality
2 26 (7.60%) QA
3 6 (1.75%) Solvency II
4 3 (0.88%) Disclosure Scotland
5 2 (0.58%) GCP
6 1 (0.29%) ISO/IEC 27001
6 1 (0.29%) PCI DSS
System Software
1 4 (1.17%) Apache Flume
2 1 (0.29%) Active Directory
2 1 (0.29%) Microsoft Virtual Server
Systems Management
1 2 (0.58%) Oracle EDQ
2 1 (0.29%) Control-M
Vendors
1 68 (19.88%) Microsoft
2 51 (14.91%) SAP
3 41 (11.99%) Oracle
4 15 (4.39%) Tableau
5 7 (2.05%) IBM
5 7 (2.05%) Informatica
5 7 (2.05%) Salesforce.com
6 5 (1.46%) Bloomberg
7 4 (1.17%) Google
7 4 (1.17%) Sage
8 3 (0.88%) HP
8 3 (0.88%) Siebel
9 2 (0.58%) Callidus
9 2 (0.58%) Citrix
9 2 (0.58%) Palantir
9 2 (0.58%) WorldPay
10 1 (0.29%) Alteryx
10 1 (0.29%) Cloudera
10 1 (0.29%) Hortonworks
10 1 (0.29%) Talend
London
Opilio Recruitment
Rate: £45k - 49k per year
Posted: 20 hours ago
Crawley, West Sussex
Lorien Resourcing
Posted: 2 days ago
Manchester, Lancashire
Harvey Nash plc
Rate: £23400 - £31200 per annum
Posted: 3 days ago
Bristol
Hays Specialist Recruitment Ltd
Rate: £350.00 - £400.00 per day
Posted: 10 days ago
City of London
Venturi
Rate: £400 - £500 per day
Posted: 11 days ago
South East England
Opal Tree Solutions
Posted: 15 days ago
London
Venturi
Rate: £375 - £450 per day
Posted: 19 days ago
Cambridgeshire
Edward Carter Solutions
Rate: Market Rates
Posted: 24 days ago