The table below looks at the statistics for Data Cleansing skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 5 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
5 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 488 441 387
Rank change year-on-year
-47 -54
Contract jobs citing Data Cleansing 166 201 235
As % of all contract IT jobs located in the UK 0.30% 0.36% 0.43%
As % of the Processes & Methodologies category 0.37% 0.46% 0.56%
Number of daily rates quoted 105 128 140
Median daily rate £410 £411 £390
Median daily rate % change year-on-year
-0.30% +5.44%
90% offered a daily rate of more than £275 £300 £263
10% offered a daily rate of more than £550 £600 £525
UK excluding London median daily rate £425 £375 £390
% change year-on-year
+13.33% -3.84%
Number of hourly rates quoted 1 6 8
Median hourly rate £16.00 £33.67 £17.25
Median hourly rate % change year-on-year
-52.47% +95.15%
UK excluding London median hourly rate £16.00 £33.67 £17.25
% change year-on-year
-52.47% +95.15%

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
45304 44011 42247
As % of all contract IT jobs located in the UK 81.57% 78.89% 77.54%
Number of daily rates quoted 29953 27402 26436
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £300 £280 £275
10% offered a daily rate of more than £600 £575 £551
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1029 1284 1210
Median hourly rate £35.00 £29.00 £29.50
Median hourly rate % change year-on-year
+20.68% -1.69%
90% offered a hourly rate of more than £12.83 £12.10 £12.50
10% offered a hourly rate of more than £48.50 £49.50 £50.00
UK excluding London median hourly rate £36.00 £30.00 £30.41
% change year-on-year
+20.00% -1.35%

Data Cleansing
Jobs Demand Trend

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

Data Cleansing Jobs Demand Trend in the UK

Data Cleansing
Daily Rate Trend

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

Data Cleansing Daily Rate Trend in the UK

Data Cleansing
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing within the UK over the 3 months to 5 May 2016.

Data Cleansing Daily Rate Histogram in the UK

Data Cleansing
Hourly Rate Trend

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

Data Cleansing Hourly Rate Trend in the UK

Data Cleansing
Top 30 Contract Locations

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 UK over the 3 months to 5 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
England -55 157 £410 -3.52% 24
London -37 72 £390 -13.33% 9
South East 0 31 £425 +13.33% 6
North West -11 12 £363 -30.95% 3
Berkshire +9 11 £414 +15.73% 2
East Midlands +18 10 £425 +6.25%
West Midlands -15 10 £320 -1.53% 2
City of London +18 9 £475 +31.03% 4
West Yorkshire +6 9 £400 - 1
Yorkshire +6 9 £400 +41.59% 1
Leeds +2 9 £400 - 1
East Sussex - 9 £550 -
Brighton - 8 - -
Northamptonshire +16 6 £419 +4.68%
East of England +1 6 £400 - 2
Warwickshire -3 6 £323 +3.20%
Hampshire +3 5 £450 +20.00% 1
South West -2 5 £500 +53.84% 1
Manchester -13 5 £413 -15.38% 2
Reading - 5 £350 -
Warwick -5 4 £325 +4.00%
Hertfordshire +8 3 £400 -
Cheshire -12 3 £550 +4.76%
Scotland -19 3 £438 +25.00% 1
Hayes - 3 £313 - 1
Feltham - 3 £440 -
Edinburgh - 3 £438 - 1
Bristol - 3 £575 - 1
Merseyside - 3 £155 -
Southampton +16 2 £600 +60.00%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 5 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 with a requirement for Data Cleansing.

1 205 (54.09%) Migration
2 169 (44.59%) Data Migration
3 132 (34.83%) Data Quality
4 131 (34.56%) SQL
5 93 (24.54%) Finance
6 88 (23.22%) Data Analysis
6 88 (23.22%) Data Modelling
7 74 (19.53%) Microsoft
8 72 (19.00%) ETL
8 72 (19.00%) MS Excel
9 64 (16.89%) Oracle
9 64 (16.89%) SQL Server
10 60 (15.83%) Data Management
11 55 (14.51%) SAP
12 54 (14.25%) Data Mapping
13 47 (12.40%) Validation
14 40 (10.55%) Data Warehouse
15 39 (10.29%) Business Intelligence
16 33 (8.71%) PRINCE2
17 32 (8.44%) QA
17 32 (8.44%) Analytics
18 30 (7.92%) Data Architecture
18 30 (7.92%) Stakeholder Management
19 29 (7.65%) User Acceptance Testing
19 29 (7.65%) Analytical Skills
20 28 (7.39%) SQL Server Integration Services
20 28 (7.39%) Project Management
21 27 (7.12%) CRM
21 27 (7.12%) Management Information System
22 26 (6.86%) ERP

Data Cleansing
Top Related IT Skills 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 20 (5.28%) SharePoint
2 13 (3.43%) SAS
3 6 (1.58%) Elasticsearch
4 5 (1.32%) Apache Spark
5 3 (0.79%) Apache
5 3 (0.79%) Apache Pig
5 3 (0.79%) BizTalk Server
5 3 (0.79%) Confluence
5 3 (0.79%) WebLogic
6 2 (0.53%) FileNet
7 1 (0.26%) Documentum
7 1 (0.26%) JBoss
7 1 (0.26%) Node.js
7 1 (0.26%) WebSphere
Applications
1 72 (19.00%) MS Excel
2 16 (4.22%) MS Office
3 11 (2.90%) MS PowerPoint
4 10 (2.64%) MS Visio
5 8 (2.11%) Spreadsheet
6 5 (1.32%) MS Project
7 2 (0.53%) SPSS
Business Applications
1 14 (3.69%) Dynamics CRM
2 9 (2.37%) Markit EDM
3 7 (1.85%) Oracle EBS
3 7 (1.85%) SAP HR
3 7 (1.85%) SAP Payroll
4 6 (1.58%) Oracle EBS R12
5 5 (1.32%) Dynamics AX
5 5 (1.32%) Maximo
5 5 (1.32%) Oracle Financials
6 3 (0.79%) Oracle BPM
6 3 (0.79%) Oracle ERP
6 3 (0.79%) SAP Oil and Gas
6 3 (0.79%) SAP PM
7 2 (0.53%) Oracle 11i
7 2 (0.53%) Oracle Procure-to-Pay
7 2 (0.53%) SAP CRM
7 2 (0.53%) SAP MDM
8 1 (0.26%) SAP FI
8 1 (0.26%) SAP SD
8 1 (0.26%) Unit4 Business World
Cloud Services
1 6 (1.58%) Microsoft Azure
2 4 (1.06%) Amazon AWS
3 3 (0.79%) Office 365
3 3 (0.79%) SuccessFactors
4 1 (0.26%) Google Cloud Platform
Communications & Networking
1 4 (1.06%) TACACS
2 3 (0.79%) SNA
3 2 (0.53%) ATM
3 2 (0.53%) SSH
4 1 (0.26%) Extranet
Database & Business Intelligence
1 64 (16.89%) SQL Server
2 40 (10.55%) Data Warehouse
3 28 (7.39%) SQL Server Integration Services
4 24 (6.33%) Big Data
4 24 (6.33%) SQL Server Reporting Services
5 19 (5.01%) MS Access
6 18 (4.75%) SQL Server Analysis Services
7 15 (3.96%) Oracle Database
8 14 (3.69%) Data Mining
8 14 (3.69%) NoSQL
9 13 (3.43%) Relational Database
10 12 (3.17%) MySQL
11 11 (2.90%) Hadoop
12 10 (2.64%) DB2
12 10 (2.64%) Microsoft Analysis Services
12 10 (2.64%) OLAP
12 10 (2.64%) SAP Data Services
13 8 (2.11%) JasperReports
13 8 (2.11%) Oracle Reports
13 8 (2.11%) PostgreSQL
Development Applications
1 5 (1.32%) LSMW
1 5 (1.32%) Toad
2 4 (1.06%) ERwin
2 4 (1.06%) SQL Server Management Studio (SSMS)
2 4 (1.06%) Team Foundation Server
3 3 (0.79%) Git (software)
3 3 (0.79%) JIRA
3 3 (0.79%) Subversion
3 3 (0.79%) Talend Open Studio
3 3 (0.79%) Visual Studio
4 1 (0.26%) Balsamiq Mockups
4 1 (0.26%) Eclipse
4 1 (0.26%) PeopleTools
General
1 93 (24.54%) Finance
2 18 (4.75%) Banking
3 12 (3.17%) Manufacturing
3 12 (3.17%) Marketing
4 10 (2.64%) Investment Banking
5 7 (1.85%) Back Office
5 7 (1.85%) Pharmaceutical
5 7 (1.85%) Retail
5 7 (1.85%) Telecoms
6 6 (1.58%) Billing
7 5 (1.32%) Legal
8 3 (0.79%) Advertising
8 3 (0.79%) Electronics
8 3 (0.79%) Local Government
9 2 (0.53%) Financial Institution
9 2 (0.53%) Front Office
9 2 (0.53%) Law
9 2 (0.53%) Publishing
10 1 (0.26%) Automotive
10 1 (0.26%) Retail Banking
Job Titles
1 165 (43.54%) Analyst
2 122 (32.19%) Data Analyst
3 40 (10.55%) Migration Analyst
4 39 (10.29%) Data Migration Analyst
5 38 (10.03%) Consultant
6 34 (8.97%) Developer
7 30 (7.92%) Architect
7 30 (7.92%) Business Analyst
8 28 (7.39%) Project Manager
9 25 (6.60%) Data Consultant
10 23 (6.07%) Data Architect
10 23 (6.07%) Data Business Analyst
11 21 (5.54%) Data Manager
12 20 (5.28%) SQL Analyst
13 18 (4.75%) SQL Data Analyst
14 14 (3.69%) Data Migration Consultant
14 14 (3.69%) Migration Consultant
14 14 (3.69%) SAP Consultant
15 13 (3.43%) Data Migration Manager
15 13 (3.43%) SAP Data Consultant
Libraries, Frameworks & Software Standards
1 14 (3.69%) XML
2 5 (1.32%) Lucene
2 5 (1.32%) Middleware
3 4 (1.06%) AngularJS
3 4 (1.06%) BAPI
3 4 (1.06%) HTML
3 4 (1.06%) Oracle Fusion
4 3 (0.79%) HTML5
4 3 (0.79%) WebCenter
5 2 (0.53%) .NET
5 2 (0.53%) D3.js
5 2 (0.53%) GraphX
5 2 (0.53%) ODBC
6 1 (0.26%) .NET Framework
6 1 (0.26%) ASP.NET
6 1 (0.26%) ASP.NET MVC
6 1 (0.26%) CSS
6 1 (0.26%) Express
6 1 (0.26%) Hibernate
6 1 (0.26%) REST
Miscellaneous
1 29 (7.65%) Analytical Skills
2 27 (7.12%) Management Information System
3 25 (6.60%) Data Extraction
4 22 (5.80%) Reference Data
5 21 (5.54%) Data Integration
6 17 (4.49%) Data Structures
6 17 (4.49%) Learning Management System
7 10 (2.64%) Data Conversion
7 10 (2.64%) Visualisation
8 9 (2.37%) Foreign Exchange (FX)
9 8 (2.11%) Statistics
10 6 (1.58%) Credit Risk
10 6 (1.58%) Data Centre
11 5 (1.32%) FMCG
11 5 (1.32%) Smart Meter
12 4 (1.06%) NHS
13 3 (0.79%) Reinsurance
13 3 (0.79%) Taxonomies
14 2 (0.53%) Mobile App
14 2 (0.53%) New Media
Operating Systems
1 11 (2.90%) Unix
2 9 (2.37%) Windows
3 3 (0.79%) Windows Server 2012
4 1 (0.26%) Linux
Processes & Methodologies
1 205 (54.09%) Migration
2 169 (44.59%) Data Migration
3 88 (23.22%) Data Analysis
3 88 (23.22%) Data Modelling
4 72 (19.00%) ETL
5 60 (15.83%) Data Management
6 54 (14.25%) Data Mapping
7 47 (12.40%) Validation
8 39 (10.29%) Business Intelligence
9 33 (8.71%) PRINCE2
10 32 (8.44%) Analytics
11 30 (7.92%) Data Architecture
11 30 (7.92%) Stakeholder Management
12 29 (7.65%) User Acceptance Testing
13 28 (7.39%) Project Management
14 27 (7.12%) CRM
15 26 (6.86%) ERP
15 26 (6.86%) Master Data Management
16 25 (6.60%) Agile Software Development
16 25 (6.60%) Data Governance
Programming Languages
1 131 (34.56%) SQL
2 26 (6.86%) T-SQL
3 16 (4.22%) VBA
4 10 (2.64%) Java
4 10 (2.64%) Shell Script
5 8 (2.11%) Scala
6 7 (1.85%) C
7 4 (1.06%) ABAP
7 4 (1.06%) JavaScript
7 4 (1.06%) Python
7 4 (1.06%) R
7 4 (1.06%) VB
8 3 (0.79%) AWK
8 3 (0.79%) Lua
8 3 (0.79%) Perl
8 3 (0.79%) sed
9 2 (0.53%) C#
9 2 (0.53%) PL/SQL
9 2 (0.53%) PowerShell
10 1 (0.26%) Groovy
Qualifications
1 17 (4.49%) Degree
1 17 (4.49%) Security Cleared
2 13 (3.43%) SC Cleared
3 6 (1.58%) DV Cleared
4 5 (1.32%) Microsoft Certification
5 4 (1.06%) ITIL Certification
5 4 (1.06%) PRINCE2 Certification
5 4 (1.06%) PRINCE2 Practitioner
6 2 (0.53%) ACCA
6 2 (0.53%) APMP
6 2 (0.53%) CIMA
6 2 (0.53%) MCP
6 2 (0.53%) PMI Certification
6 2 (0.53%) PMP
7 1 (0.26%) PhD
Quality Assurance & Compliance
1 132 (34.83%) Data Quality
2 32 (8.44%) QA
3 9 (2.37%) Solvency II
4 3 (0.79%) Disclosure Scotland
5 1 (0.26%) GCP
5 1 (0.26%) ISO/IEC 27001
5 1 (0.26%) PCI DSS
System Software
1 5 (1.32%) Apache Flume
2 2 (0.53%) Microsoft Virtual Server
3 1 (0.26%) Active Directory
Systems Management
1 2 (0.53%) Oracle EDQ
2 1 (0.26%) Control-M
2 1 (0.26%) Systems Management Server (SMS)
Vendors
1 74 (19.53%) Microsoft
2 64 (16.89%) Oracle
3 55 (14.51%) SAP
4 16 (4.22%) Informatica
5 13 (3.43%) Tableau
6 8 (2.11%) Bloomberg
7 7 (1.85%) IBM
8 4 (1.06%) HP
8 4 (1.06%) Sage
9 3 (0.79%) Cloudera
9 3 (0.79%) Google
9 3 (0.79%) Hortonworks
9 3 (0.79%) Salesforce.com
9 3 (0.79%) Siebel
9 3 (0.79%) Sybase
9 3 (0.79%) Talend
9 3 (0.79%) Trillium
10 2 (0.53%) Callidus
10 2 (0.53%) Palantir
10 2 (0.53%) WorldPay
Cambridgeshire
Connectus
Rate: £400 per day
Posted: 19 hours ago
City, London
Venturi
Rate: £400 - £450 per day
Posted: 22 hours ago
Cambridgeshire
Edward Carter Solutions
Rate: Market Rates
Posted: Yesterday
London
Computer People
Rate: £400.00 - £500.00 per day
Posted: Yesterday
Newport, Gwent
HAYS INFORMATION TECHNOLOGY
Rate: £300.00 - £400.00 per day + Negotiable - Please Quote
Posted: 2 days ago
North West
Nigel Frank International Ltd
Posted: 2 days ago
Hayes, Middlesex
Sanderson
Rate: £300 - £400 per day
Posted: 5 days ago
Manchester, Lancashire
Rullion IT Plus
Posted: 6 days ago
Berkshire
G2 Recruitment
Rate: Market related
Posted: 22 days ago
London
Vivid Resourcing
Rate: £75k - 80k per year
Posted: 26 days ago