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 average contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 30 April 2016 with a comparison to the same period in 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
30 Apr 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 470 413 382
Rank change year-on-year
-57 -31
Contract jobs citing Data Cleansing 158 189 218
As % of all contract IT jobs located in England 0.31% 0.37% 0.44%
As % of the Processes & Methodologies category 0.38% 0.47% 0.56%
Number of daily rates quoted 99 130 129
Average daily rate £410 £434 £380
Average daily rate % change year-on-year
-5.47% +14.14%
90% offered a daily rate of more than £260 £313 £249
10% offered a daily rate of more than £550 £600 £501
UK excluding London average daily rate £425 £394 £400
% change year-on-year
+7.93% -1.56%
Number of hourly rates quoted 1 3 7
Average hourly rate £16.00 £47.33 £17.00
Average hourly rate % change year-on-year
-66.19% +178.41%
UK excluding London average hourly rate £16.00 £47.33 £17.25
% change year-on-year
-66.19% +174.37%
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
41826 40039 38764
As % of all contract IT jobs located in England 81.63% 78.98% 77.91%
Number of daily rates quoted 27962 25351 24614
Average daily rate £445 £420 £400
Average daily rate % change year-on-year
+5.95% +5.00%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 916 1169 1134
Average hourly rate £32.25 £29.00 £30.00
Average hourly rate % change year-on-year
+11.20% -3.33%
90% offered a hourly rate of more than £12.83 £12.40 £12.50
10% offered a hourly rate of more than £47.91 £47.83 £50.00
UK excluding London average hourly rate £36.00 £30.75 £31.50
% change year-on-year
+17.07% -2.38%

Data Cleansing
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Data Cleansing across the England region as a proportion of the total demand within 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 30 April 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 average contractor rates quoted in IT jobs citing Data Cleansing within the England region over the 3 months to 30 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -51 71 £400 -11.11% 11
South East -11 30 £425 +6.25% 5
North West -7 14 £325 -38.09% 1
West Midlands -8 12 £325 -7.14% 2
East Midlands +15 11 £438 +9.37%
Yorkshire +5 9 £400 +41.59%
South West +10 5 £500 +53.84%
East of England 0 4 £375 -9.09% 2
North East -32 1 - -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 30 April 2016, IT contractor jobs across the England region citing Data Cleansing also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Cleansing.

1 196 (54.44%) Migration
2 161 (44.72%) Data Migration
3 128 (35.56%) Data Quality
4 124 (34.44%) SQL
5 89 (24.72%) Finance
6 85 (23.61%) Data Analysis
7 80 (22.22%) Data Modelling
8 71 (19.72%) Microsoft
9 67 (18.61%) MS Excel
10 61 (16.94%) SQL Server
11 60 (16.67%) ETL
12 57 (15.83%) Data Management
13 53 (14.72%) SAP
13 53 (14.72%) Data Mapping
14 52 (14.44%) Oracle
15 43 (11.94%) Validation
16 37 (10.28%) PRINCE2
17 33 (9.17%) QA
18 32 (8.89%) Business Intelligence
19 31 (8.61%) Analytics
20 30 (8.33%) Project Management
20 30 (8.33%) Stakeholder Management
21 29 (8.06%) Data Warehouse
22 28 (7.78%) CRM
22 28 (7.78%) Agile Software Development
22 28 (7.78%) User Acceptance Testing
22 28 (7.78%) Data Architecture
23 26 (7.22%) Analytical Skills
24 25 (6.94%) Data Extraction
24 25 (6.94%) Master Data Management

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 30 April 2016, IT contractor jobs across the England region citing Data Cleansing also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Cleansing. Up to 20 skills are shown per category.

Application Platforms
1 14 (3.89%) SharePoint
2 13 (3.61%) SAS
3 7 (1.94%) Elasticsearch
4 6 (1.67%) Apache Spark
5 3 (0.83%) BizTalk Server
5 3 (0.83%) Confluence
5 3 (0.83%) WebLogic
6 2 (0.56%) Apache
6 2 (0.56%) Apache Pig
6 2 (0.56%) FileNet
7 1 (0.28%) Documentum
7 1 (0.28%) JBoss
7 1 (0.28%) Node.js
7 1 (0.28%) WebSphere
Applications
1 67 (18.61%) MS Excel
2 12 (3.33%) MS Office
3 11 (3.06%) MS PowerPoint
4 8 (2.22%) Spreadsheet
5 6 (1.67%) MS Visio
6 5 (1.39%) MS Project
7 2 (0.56%) SPSS
Business Applications
1 14 (3.89%) Dynamics CRM
2 9 (2.50%) Markit EDM
3 7 (1.94%) Oracle EBS
3 7 (1.94%) SAP HR
3 7 (1.94%) SAP Payroll
4 5 (1.39%) Dynamics AX
4 5 (1.39%) Maximo
4 5 (1.39%) Oracle EBS R12
4 5 (1.39%) Oracle Financials
5 3 (0.83%) Dynamics NAV
5 3 (0.83%) Oracle BPM
5 3 (0.83%) SAP Oil and Gas
5 3 (0.83%) SAP PM
6 2 (0.56%) Oracle 11i
6 2 (0.56%) Oracle ERP
6 2 (0.56%) Oracle Procure-to-Pay
6 2 (0.56%) SAP CRM
6 2 (0.56%) SAP MDM
7 1 (0.28%) Sage X3
7 1 (0.28%) SAP SD
Cloud Services
1 4 (1.11%) Amazon AWS
1 4 (1.11%) Office 365
2 1 (0.28%) Google Cloud Platform
2 1 (0.28%) Microsoft Azure
2 1 (0.28%) SuccessFactors
Communications & Networking
1 4 (1.11%) SNA
1 4 (1.11%) TACACS
2 2 (0.56%) ATM
2 2 (0.56%) SSH
3 1 (0.28%) Extranet
Database & Business Intelligence
1 61 (16.94%) SQL Server
2 29 (8.06%) Data Warehouse
3 22 (6.11%) Big Data
3 22 (6.11%) SQL Server Integration Services
4 19 (5.28%) MS Access
5 18 (5.00%) SQL Server Reporting Services
6 13 (3.61%) NoSQL
7 12 (3.33%) Data Mining
7 12 (3.33%) Hadoop
7 12 (3.33%) MySQL
7 12 (3.33%) SQL Server Analysis Services
8 11 (3.06%) Oracle Database
8 11 (3.06%) Relational Database
8 11 (3.06%) SAP Data Services
9 9 (2.50%) DB2
10 8 (2.22%) Apache Hive
10 8 (2.22%) BusinessObjects
10 8 (2.22%) CouchDB
10 8 (2.22%) JasperReports
10 8 (2.22%) PostgreSQL
Development Applications
1 6 (1.67%) LSMW
2 5 (1.39%) Toad
3 4 (1.11%) SQL Server Management Studio (SSMS)
4 3 (0.83%) ERwin
4 3 (0.83%) Git (software)
4 3 (0.83%) JIRA
4 3 (0.83%) Subversion
4 3 (0.83%) Talend Open Studio
4 3 (0.83%) Team Foundation Server
4 3 (0.83%) Visual Studio
5 1 (0.28%) Balsamiq Mockups
5 1 (0.28%) Eclipse
5 1 (0.28%) PeopleTools
General
1 89 (24.72%) Finance
2 18 (5.00%) Banking
3 12 (3.33%) Manufacturing
4 11 (3.06%) Marketing
5 10 (2.78%) Investment Banking
6 8 (2.22%) Pharmaceutical
6 8 (2.22%) Retail
7 7 (1.94%) Telecoms
8 5 (1.39%) Legal
9 3 (0.83%) Advertising
9 3 (0.83%) Back Office
9 3 (0.83%) Electronics
9 3 (0.83%) Local Government
10 2 (0.56%) Billing
10 2 (0.56%) Financial Institution
10 2 (0.56%) Front Office
10 2 (0.56%) Law
10 2 (0.56%) Publishing
11 1 (0.28%) Automotive
11 1 (0.28%) Retail Banking
Job Titles
1 151 (41.94%) Analyst
2 114 (31.67%) Data Analyst
3 40 (11.11%) Migration Analyst
4 39 (10.83%) Consultant
4 39 (10.83%) Data Migration Analyst
5 33 (9.17%) Developer
6 29 (8.06%) Business Analyst
6 29 (8.06%) Project Manager
7 28 (7.78%) Architect
8 26 (7.22%) Data Consultant
9 23 (6.39%) Data Manager
10 22 (6.11%) Data Architect
10 22 (6.11%) Data Business Analyst
11 18 (5.00%) SQL Analyst
12 17 (4.72%) SQL Data Analyst
13 15 (4.17%) Data Migration Consultant
13 15 (4.17%) Migration Consultant
13 15 (4.17%) SAP Consultant
14 14 (3.89%) SAP Data Consultant
15 12 (3.33%) Data Migration Manager
Libraries, Frameworks & Software Standards
1 10 (2.78%) XML
2 6 (1.67%) Lucene
3 5 (1.39%) AngularJS
3 5 (1.39%) HTML
3 5 (1.39%) Middleware
4 4 (1.11%) BAPI
4 4 (1.11%) HTML5
5 3 (0.83%) D3.js
5 3 (0.83%) GraphX
5 3 (0.83%) Oracle Fusion
5 3 (0.83%) WebCenter
6 2 (0.56%) .NET
6 2 (0.56%) ODBC
7 1 (0.28%) ASP.NET
7 1 (0.28%) ASP.NET MVC
7 1 (0.28%) CSS
7 1 (0.28%) Express
7 1 (0.28%) Hibernate
7 1 (0.28%) MDX
7 1 (0.28%) REST
Miscellaneous
1 26 (7.22%) Analytical Skills
2 25 (6.94%) Data Extraction
3 23 (6.39%) Reference Data
4 22 (6.11%) Management Information System
5 20 (5.56%) Data Integration
6 17 (4.72%) Learning Management System
7 16 (4.44%) Data Structures
8 9 (2.50%) Data Conversion
8 9 (2.50%) Foreign Exchange (FX)
8 9 (2.50%) Visualisation
9 6 (1.67%) Statistics
10 5 (1.39%) Credit Risk
10 5 (1.39%) FMCG
10 5 (1.39%) Smart Meter
11 4 (1.11%) NHS
12 3 (0.83%) Computer Science
12 3 (0.83%) Reinsurance
12 3 (0.83%) Taxonomies
13 2 (0.56%) Algorithms
13 2 (0.56%) User Experience
Operating Systems
1 8 (2.22%) Unix
2 6 (1.67%) Windows
3 3 (0.83%) Windows Server 2012
4 1 (0.28%) Linux
Processes & Methodologies
1 196 (54.44%) Migration
2 161 (44.72%) Data Migration
3 85 (23.61%) Data Analysis
4 80 (22.22%) Data Modelling
5 60 (16.67%) ETL
6 57 (15.83%) Data Management
7 53 (14.72%) Data Mapping
8 43 (11.94%) Validation
9 37 (10.28%) PRINCE2
10 32 (8.89%) Business Intelligence
11 31 (8.61%) Analytics
12 30 (8.33%) Project Management
12 30 (8.33%) Stakeholder Management
13 28 (7.78%) Agile Software Development
13 28 (7.78%) CRM
13 28 (7.78%) Data Architecture
13 28 (7.78%) User Acceptance Testing
14 25 (6.94%) ERP
14 25 (6.94%) Master Data Management
15 24 (6.67%) Data Governance
Programming Languages
1 124 (34.44%) SQL
2 25 (6.94%) T-SQL
3 16 (4.44%) VBA
4 11 (3.06%) Java
4 11 (3.06%) Shell Script
5 9 (2.50%) Scala
6 7 (1.94%) C
7 5 (1.39%) ABAP
8 4 (1.11%) VB
9 3 (0.83%) AWK
9 3 (0.83%) JavaScript
9 3 (0.83%) Lua
9 3 (0.83%) Perl
9 3 (0.83%) Python
9 3 (0.83%) R
9 3 (0.83%) sed
10 2 (0.56%) C#
10 2 (0.56%) PL/SQL
10 2 (0.56%) PowerShell
11 1 (0.28%) VBScript
Qualifications
1 15 (4.17%) Security Cleared
2 13 (3.61%) Degree
3 11 (3.06%) SC Cleared
4 8 (2.22%) PRINCE2 Practitioner
5 6 (1.67%) DV Cleared
6 5 (1.39%) Microsoft Certification
7 4 (1.11%) PRINCE2 Certification
8 3 (0.83%) APMP
9 2 (0.56%) ACCA
9 2 (0.56%) CIMA
9 2 (0.56%) MCP
10 1 (0.28%) PMI Certification
10 1 (0.28%) PMP
Quality Assurance & Compliance
1 128 (35.56%) Data Quality
2 33 (9.17%) QA
3 9 (2.50%) Solvency II
4 3 (0.83%) Disclosure Scotland
5 1 (0.28%) GCP
5 1 (0.28%) ISO/IEC 27001
5 1 (0.28%) PCI DSS
System Software
1 6 (1.67%) Apache Flume
2 2 (0.56%) Microsoft Virtual Server
3 1 (0.28%) Active Directory
Systems Management
1 2 (0.56%) Oracle EDQ
2 1 (0.28%) Control-M
2 1 (0.28%) Systems Management Server (SMS)
Vendors
1 71 (19.72%) Microsoft
2 53 (14.72%) SAP
3 52 (14.44%) Oracle
4 13 (3.61%) Tableau
5 8 (2.22%) Bloomberg
5 8 (2.22%) Informatica
6 7 (1.94%) IBM
7 4 (1.11%) Sage
8 3 (0.83%) Google
8 3 (0.83%) HP
8 3 (0.83%) Palantir
8 3 (0.83%) Salesforce.com
8 3 (0.83%) Siebel
8 3 (0.83%) Sybase
8 3 (0.83%) Talend
8 3 (0.83%) Trillium
9 2 (0.56%) Cloudera
9 2 (0.56%) Hortonworks
9 2 (0.56%) Northgate
9 2 (0.56%) PeopleSoft
Hayes, Middlesex
Sanderson
Rate: £300 - £400 per day
Posted: Yesterday
Manchester, Lancashire
Rullion IT Plus
Posted: 2 days ago
Luton, Bedfordshire
Lorien Resourcing
Posted: 5 days ago
Dunstable, Bedfordshire
Tria Recruitment
Rate: £400.00 - £450.00 per day
Posted: 5 days ago
East London
Eaglecliff
Rate: £30,000 per annum
Posted: 5 days ago
Berkshire
G2 Recruitment
Rate: Market related
Posted: 17 days ago
London
Vivid Resourcing
Rate: £75k - 80k per year
Posted: 22 days ago