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 9 February 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.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 420 390 379
Rank change year-on-year
-30 -11
Contract jobs citing Data Cleansing 190 191 199
As % of all contract IT jobs located in England 0.40% 0.41% 0.44%
As % of the Processes & Methodologies category 0.49% 0.52% 0.57%
Number of daily rates quoted 136 128 99
Average daily rate £425 £438 £375
Average daily rate % change year-on-year
-2.85% +16.66%
90% offered a daily rate of more than £285 £254 £210
10% offered a daily rate of more than £600 £558 £510
UK excluding London average daily rate £400 £391 £400
% change year-on-year
+2.23% -2.18%
Number of hourly rates quoted 5 3 3
Average hourly rate £16.00 £16.00 £17.00
Average hourly rate % change year-on-year
- -5.88%
90% offered a hourly rate of more than £12.40 £10.00 £12.40
10% offered a hourly rate of more than £18.20 £32.00 £20.20
UK excluding London average hourly rate £13.50 £22.25 £17.00
% change year-on-year
-39.32% +30.88%
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
38464 36543 34805
As % of all contract IT jobs located in England 81.46% 77.80% 77.07%
Number of daily rates quoted 25533 23649 21506
Average daily rate £430 £425 £401
Average daily rate % change year-on-year
+1.17% +6.11%
90% offered a daily rate of more than £300 £285 £273
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1098 988 1090
Average hourly rate £37.50 £26.00 £27.50
Average hourly rate % change year-on-year
+44.23% -5.45%
90% offered a hourly rate of more than £12.72 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £45.50 £52.32
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

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 9 February 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 9 February 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 -41 81 £450 - 11
South East +1 30 £425 -3.40% 6
West Midlands +5 26 £425 +36.00% 2
North West 0 16 £325 -7.14% 3
South West +3 12 £463 +54.16% 4
East of England +8 10 £375 +30.43% 1
East Midlands -5 10 £400 -1.53% 3
Yorkshire -8 6 £350 +60.00% 1
North East -26 1 £525 - 1
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 9 February 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.

1 187 (50.13%) Migration
2 154 (41.29%) Data Migration
3 144 (38.61%) Data Quality
4 132 (35.39%) SQL
5 98 (26.27%) Finance
6 93 (24.93%) Data Analysis
7 81 (21.72%) Microsoft
8 76 (20.38%) ETL
9 75 (20.11%) SQL Server
10 73 (19.57%) Data Modelling
10 73 (19.57%) MS Excel
11 66 (17.69%) Validation
12 62 (16.62%) SAP
13 61 (16.35%) Oracle
13 61 (16.35%) Data Management
14 48 (12.87%) Business Intelligence
15 46 (12.33%) Stakeholder Management
16 41 (10.99%) PRINCE2
16 41 (10.99%) Data Mapping
16 41 (10.99%) Analytical Skills
17 38 (10.19%) Project Management
18 32 (8.58%) Data Warehouse
19 31 (8.31%) Agile Software Development
19 31 (8.31%) SQL Server Integration Services
20 30 (8.04%) QA
20 30 (8.04%) Banking
20 30 (8.04%) T-SQL
21 29 (7.77%) CRM
22 27 (7.24%) ERP
22 27 (7.24%) Data Governance

Data Cleansing
Top Related IT Skills in England by Category

For the 6 months to 9 February 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 12 (3.22%) SAS
2 9 (2.41%) SharePoint
3 8 (2.14%) Elasticsearch
4 7 (1.88%) Apache Spark
5 3 (0.80%) CMS
5 3 (0.80%) Confluence
5 3 (0.80%) WebLogic
6 2 (0.54%) Apache
6 2 (0.54%) Apache Pig
6 2 (0.54%) BizTalk Server
6 2 (0.54%) FileNet
6 2 (0.54%) NetWeaver
7 1 (0.27%) Apache Solr
7 1 (0.27%) JBoss
7 1 (0.27%) MS Project Server
7 1 (0.27%) Node.js
7 1 (0.27%) WebSphere
Applications
1 73 (19.57%) MS Excel
2 23 (6.17%) MS PowerPoint
3 12 (3.22%) MS Office
4 9 (2.41%) MS Visio
5 7 (1.88%) Spreadsheet
6 3 (0.80%) MS Project
7 1 (0.27%) SPSS
Business Applications
1 17 (4.56%) Dynamics CRM
2 9 (2.41%) Oracle EBS
3 7 (1.88%) Dynamics AX
3 7 (1.88%) Markit EDM
3 7 (1.88%) SAP FI
4 6 (1.61%) SAP CO
4 6 (1.61%) SAP FI/CO
4 6 (1.61%) SAP HR
5 5 (1.34%) Oracle EBS R12
5 5 (1.34%) Oracle ERP
6 4 (1.07%) SAP MDM
6 4 (1.07%) SAP Payroll
6 4 (1.07%) SAP SD
7 3 (0.80%) Dynamics NAV
7 3 (0.80%) Oracle 11i
7 3 (0.80%) Oracle BPM
7 3 (0.80%) Oracle Financials
7 3 (0.80%) SAP CRM
8 2 (0.54%) Oracle Applications
8 2 (0.54%) Oracle Procure-to-Pay
Cloud Services
1 4 (1.07%) Office 365
2 3 (0.80%) Amazon AWS
3 1 (0.27%) Microsoft Azure
Communications & Networking
1 5 (1.34%) SNA
2 2 (0.54%) SSH
Database & Business Intelligence
1 75 (20.11%) SQL Server
2 32 (8.58%) Data Warehouse
3 31 (8.31%) SQL Server Integration Services
4 22 (5.90%) BusinessObjects
5 21 (5.63%) MS Access
6 19 (5.09%) Oracle Database
6 19 (5.09%) SQL Server Reporting Services
7 17 (4.56%) Big Data
7 17 (4.56%) Hadoop
8 16 (4.29%) Relational Database
9 14 (3.75%) SAP Data Services
10 12 (3.22%) SQL Server Analysis Services
11 10 (2.68%) SAP HANA
12 9 (2.41%) Apache Hive
12 9 (2.41%) CouchDB
12 9 (2.41%) MongoDB
13 8 (2.14%) SQL Server 2012
14 7 (1.88%) Impala
14 7 (1.88%) Spark SQL
14 7 (1.88%) Sqoop
Development Applications
1 7 (1.88%) Talend Open Studio
2 6 (1.61%) LSMW
3 5 (1.34%) Toad
4 3 (0.80%) Git (software)
4 3 (0.80%) JIRA
4 3 (0.80%) SQL Server Management Studio (SSMS)
4 3 (0.80%) Subversion
4 3 (0.80%) Team Foundation Server
4 3 (0.80%) Visual Studio
5 2 (0.54%) ERwin
5 2 (0.54%) PowerDesigner
5 2 (0.54%) Rational Rose
6 1 (0.27%) Balsamiq Mockups
6 1 (0.27%) Eclipse
6 1 (0.27%) PeopleTools
General
1 98 (26.27%) Finance
2 30 (8.04%) Banking
3 16 (4.29%) Marketing
4 15 (4.02%) Retail
5 12 (3.22%) Investment Banking
6 10 (2.68%) Pharmaceutical
7 9 (2.41%) Legal
7 9 (2.41%) Manufacturing
8 7 (1.88%) Telecoms
9 4 (1.07%) Local Government
10 3 (0.80%) Back Office
10 3 (0.80%) Billing
11 2 (0.54%) Automotive
11 2 (0.54%) Electronics
11 2 (0.54%) Financial Institution
11 2 (0.54%) Front Office
12 1 (0.27%) Advertising
12 1 (0.27%) Law
12 1 (0.27%) Retail Banking
Job Titles
1 163 (43.70%) Analyst
2 111 (29.76%) Data Analyst
3 39 (10.46%) Consultant
3 39 (10.46%) Developer
3 39 (10.46%) Project Manager
4 34 (9.12%) Business Analyst
5 30 (8.04%) Data Consultant
6 28 (7.51%) Data Manager
6 28 (7.51%) Migration Analyst
7 27 (7.24%) Data Migration Analyst
8 23 (6.17%) Data Business Analyst
9 20 (5.36%) SQL Analyst
10 18 (4.83%) SAP Consultant
10 18 (4.83%) SQL Data Analyst
11 17 (4.56%) Financial Analyst
11 17 (4.56%) SAP Data Consultant
12 15 (4.02%) Architect
12 15 (4.02%) Data Migration Manager
12 15 (4.02%) Migration Manager
13 14 (3.75%) Migration Consultant
Libraries, Frameworks & Software Standards
1 7 (1.88%) Lucene
2 6 (1.61%) AngularJS
3 5 (1.34%) HTML
3 5 (1.34%) HTML5
4 4 (1.07%) .NET
4 4 (1.07%) BAPI
4 4 (1.07%) D3.js
4 4 (1.07%) GraphX
4 4 (1.07%) Middleware
4 4 (1.07%) REST
5 3 (0.80%) Oracle Fusion
5 3 (0.80%) SOAP
5 3 (0.80%) WebCenter
6 2 (0.54%) Grails
6 2 (0.54%) MDX
7 1 (0.27%) Express
7 1 (0.27%) Hibernate
7 1 (0.27%) Java EE
7 1 (0.27%) Web Services
Miscellaneous
1 41 (10.99%) Analytical Skills
2 25 (6.70%) Data Integration
3 24 (6.43%) Management Information System
4 21 (5.63%) Data Extraction
5 15 (4.02%) Reference Data
6 12 (3.22%) Data Structures
7 10 (2.68%) Learning Management System
8 8 (2.14%) Data Conversion
8 8 (2.14%) Foreign Exchange (FX)
8 8 (2.14%) Visualisation
9 7 (1.88%) NHS
10 6 (1.61%) Computer Science
10 6 (1.61%) Smart Meter
11 5 (1.34%) Mobile App
11 5 (1.34%) Statistics
12 4 (1.07%) FMCG
13 3 (0.80%) User Experience
14 2 (0.54%) Enterprise Software
14 2 (0.54%) Mathematics
14 2 (0.54%) Social Network
Operating Systems
1 9 (2.41%) Unix
2 5 (1.34%) Windows
3 3 (0.80%) Windows Server 2012
4 2 (0.54%) Linux
Processes & Methodologies
1 187 (50.13%) Migration
2 154 (41.29%) Data Migration
3 93 (24.93%) Data Analysis
4 76 (20.38%) ETL
5 73 (19.57%) Data Modelling
6 66 (17.69%) Validation
7 61 (16.35%) Data Management
8 48 (12.87%) Business Intelligence
9 46 (12.33%) Stakeholder Management
10 41 (10.99%) Data Mapping
10 41 (10.99%) PRINCE2
11 38 (10.19%) Project Management
12 31 (8.31%) Agile Software Development
13 29 (7.77%) CRM
14 27 (7.24%) Data Governance
14 27 (7.24%) ERP
15 25 (6.70%) Business Analysis
16 20 (5.36%) Data Validation
16 20 (5.36%) User Acceptance Testing
17 18 (4.83%) Data Architecture
Programming Languages
1 132 (35.39%) SQL
2 30 (8.04%) T-SQL
3 17 (4.56%) VBA
4 13 (3.49%) Java
5 11 (2.95%) Shell Script
6 10 (2.68%) Scala
7 7 (1.88%) ABAP
8 4 (1.07%) C#
9 3 (0.80%) AWK
9 3 (0.80%) Lua
9 3 (0.80%) Perl
9 3 (0.80%) PL/SQL
9 3 (0.80%) Python
9 3 (0.80%) R
9 3 (0.80%) sed
10 2 (0.54%) Groovy
11 1 (0.27%) C
11 1 (0.27%) MATLAB
11 1 (0.27%) VB
11 1 (0.27%) X++
Qualifications
1 17 (4.56%) Degree
2 13 (3.49%) PRINCE2 Practitioner
2 13 (3.49%) Security Cleared
3 8 (2.14%) SC Cleared
4 6 (1.61%) PRINCE2 Certification
5 5 (1.34%) DV Cleared
5 5 (1.34%) Microsoft Certification
6 4 (1.07%) APMP
7 3 (0.80%) PMI Certification
7 3 (0.80%) PMP
8 2 (0.54%) ISEB
8 2 (0.54%) ISTQB
8 2 (0.54%) ISTQB Foundation Certification
8 2 (0.54%) MCP
Quality Assurance & Compliance
1 144 (38.61%) Data Quality
2 30 (8.04%) QA
3 11 (2.95%) SLA
4 7 (1.88%) Solvency II
5 3 (0.80%) Disclosure Scotland
6 2 (0.54%) COREP
7 1 (0.27%) ISO/IEC 27001
7 1 (0.27%) PCI DSS
System Software
1 7 (1.88%) Apache Flume
2 2 (0.54%) Microsoft Virtual Server
Systems Management
1 3 (0.80%) DBAmp
1 3 (0.80%) Jitterbit
2 1 (0.27%) Systems Management Server (SMS)
Vendors
1 81 (21.72%) Microsoft
2 62 (16.62%) SAP
3 61 (16.35%) Oracle
4 11 (2.95%) IBM
4 11 (2.95%) Tableau
5 10 (2.68%) Informatica
6 9 (2.41%) Salesforce.com
7 7 (1.88%) Bloomberg
7 7 (1.88%) Talend
8 5 (1.34%) Sybase
8 5 (1.34%) TIBCO
9 4 (1.07%) Cognos
9 4 (1.07%) Palantir
9 4 (1.07%) Trillium
10 3 (0.80%) Ab Initio
10 3 (0.80%) PeopleSoft
10 3 (0.80%) Siebel
10 3 (0.80%) Teradata
10 3 (0.80%) webMethods
11 2 (0.54%) Sage
Milton Keynes, Buckinghamshire
HAYS INFORMATION TECHNOLOGY
Rate: £375.00 - £380.00 per annum
Posted: Yesterday
London
Aston Carter
Rate: £300 - £600 per day
Posted: Yesterday
South East
Lawrence Harvey Enterprise
Rate: £400 - £450 per day
Posted: 4 days ago
Bournemouth, Dorset
Ageas Retail Limited - Bournemouth Office
Rate: up to £350 per day
Posted: 7 days ago
Leeds
Hays Specialist Recruitment
Rate: £300.00 - £400.00 per day
Posted: 11 days ago
Bournemouth, Dorset
Ageas Retail Limited - Bournemouth Office
Rate: up to £60,000 + benefits
Posted: 14 days ago
Nottinghamshire
Hays Specialist Recruitment
Rate: £550.00 - £700.00 per day
Posted: 14 days ago
South East England
Real Staffing
Rate: competitive
Posted: 21 days ago
Solihull
360 Resourcing Solutions .
Rate: £45k - 50k per year
Posted: 22 days ago
Manchester
Mint
Rate: £400 - £500 per day
Posted: 22 days ago