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 27 June 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
27 Jun 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 517 433 420
Rank change year-on-year
-84 -13
Contract jobs citing Data Cleansing 131 206 212
As % of all contract IT jobs located in the UK 0.24% 0.37% 0.39%
As % of the Processes & Methodologies category 0.30% 0.47% 0.50%
Number of daily rates quoted 79 131 128
Median daily rate £400 £388 £400
Median daily rate % change year-on-year
+3.22% -3.12%
90% offered a daily rate of more than £273 £300 £250
10% offered a daily rate of more than £542 £550 £525
UK excluding London median daily rate £400 £350 £375
% change year-on-year
+14.28% -6.66%
Number of hourly rates quoted 1 5 6
Median hourly rate £16.00 £21.00 £14.75
Median hourly rate % change year-on-year
-23.80% +42.37%
UK excluding London median hourly rate £16.00 £33.00 £14.75
% change year-on-year
-51.51% +123.72%

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
44382 43894 42128
As % of all contract IT jobs located in the UK 82.21% 79.60% 78.30%
Number of daily rates quoted 29500 28277 26434
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 £285 £275
10% offered a daily rate of more than £600 £575 £572
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 1050 1174 1216
Median hourly rate £28.00 £29.00 £27.50
Median hourly rate % change year-on-year
-3.44% +5.45%
90% offered a hourly rate of more than £12.58 £12.36 £13.00
10% offered a hourly rate of more than £48.00 £50.00 £47.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 27 June 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 27 June 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 -70 123 £400 - 17
London -40 67 £413 +1.85% 5
South East +5 18 £400 -30.43% 7
East of England +21 13 £400 +14.28%
City of London +14 10 £450 +16.12% 2
North West -14 7 £211 -33.72% 2
Cambridgeshire +25 6 £400 -
Berkshire -1 6 £419 -27.17% 2
West Midlands -36 6 £425 +30.76%
Leeds -2 5 £500 -
West Yorkshire -2 5 £500 +104.08%
Yorkshire -6 5 £500 +76.99% 1
Hayes - 5 £350 -
West Sussex -8 4 £400 +23.07%
Manchester -14 4 £269 -17.30% 2
Hertfordshire +19 3 - -
East Sussex +10 3 £550 -11.29% 1
Reading 0 3 £350 -39.13% 2
Merseyside -1 3 £155 -50.40%
South West -3 3 £438 +37.79% 1
Scotland -16 3 £438 +25.00% 1
Bristol - 3 £438 -
Wales +17 2 £350 +75.00% 2
South Wales +15 2 £350 +86.66% 2
Watford +9 2 - -
Bedfordshire +5 2 £425 +25.00%
Brighton +3 2 - - 1
Crawley +2 2 £200 -38.46%
Liverpool -2 2 £150 -52.00%
Warwickshire -14 2 £425 +36.00%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 27 June 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.

1 182 (54.65%) Migration
2 144 (43.24%) Data Migration
3 123 (36.94%) Data Quality
4 108 (32.43%) SQL
5 86 (25.83%) Data Modelling
6 82 (24.62%) Finance
7 65 (19.52%) ETL
8 62 (18.62%) Data Analysis
9 58 (17.42%) Data Management
10 55 (16.52%) Data Mapping
11 53 (15.92%) Microsoft
12 47 (14.11%) SQL Server
12 47 (14.11%) SAP
13 46 (13.81%) MS Excel
13 46 (13.81%) Data Warehouse
14 44 (13.21%) Oracle
14 44 (13.21%) Validation
15 39 (11.71%) Data Architecture
16 36 (10.81%) Business Intelligence
17 35 (10.51%) Data Governance
18 33 (9.91%) Data Transformation
19 31 (9.31%) Master Data Management
20 30 (9.01%) Analytics
21 28 (8.41%) CRM
21 28 (8.41%) SQL Server Integration Services
22 27 (8.11%) User Acceptance Testing
22 27 (8.11%) ERP
22 27 (8.11%) Management Information System
23 24 (7.21%) T-SQL
24 23 (6.91%) PRINCE2

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 13 (3.90%) SharePoint
2 10 (3.00%) SAS
3 2 (0.60%) BizTalk Server
4 1 (0.30%) Apache
4 1 (0.30%) Apache Pig
4 1 (0.30%) Apache Spark
4 1 (0.30%) Confluence
4 1 (0.30%) Documentum
4 1 (0.30%) FileNet
4 1 (0.30%) Tomcat
Applications
1 46 (13.81%) MS Excel
2 11 (3.30%) MS Office
3 9 (2.70%) Spreadsheet
4 7 (2.10%) MS Visio
5 5 (1.50%) MS PowerPoint
5 5 (1.50%) MS Project
6 1 (0.30%) SPSS
Business Applications
1 10 (3.00%) Dynamics CRM
2 7 (2.10%) Oracle EBS R12
3 6 (1.80%) Maximo
4 5 (1.50%) Markit EDM
4 5 (1.50%) Oracle EBS
4 5 (1.50%) SAP CRM
4 5 (1.50%) SAP HR
4 5 (1.50%) SAP Payroll
5 4 (1.20%) Oracle ERP
5 4 (1.20%) Oracle Financials
6 3 (0.90%) Dynamics AX
6 3 (0.90%) Salesforce.com CRM
7 2 (0.60%) SAP Business ByDesign
7 2 (0.60%) Unit4 Business World
8 1 (0.30%) Oracle 11i
8 1 (0.30%) Oracle HRMS
8 1 (0.30%) Oracle Payroll
8 1 (0.30%) Primavera
8 1 (0.30%) SAP MDM
8 1 (0.30%) SAP MM
Cloud Services
1 5 (1.50%) Microsoft Azure
1 5 (1.50%) SuccessFactors
2 4 (1.20%) Amazon AWS
3 2 (0.60%) Google Apps
3 2 (0.60%) Google Cloud Platform
4 1 (0.30%) Office 365
4 1 (0.30%) SaaS
Communications & Networking
1 4 (1.20%) TACACS
2 2 (0.60%) ATM
2 2 (0.60%) Firewall
3 1 (0.30%) Extranet
3 1 (0.30%) Intranet
Database & Business Intelligence
1 47 (14.11%) SQL Server
2 46 (13.81%) Data Warehouse
3 28 (8.41%) SQL Server Integration Services
4 23 (6.91%) SQL Server Reporting Services
5 17 (5.11%) Big Data
6 15 (4.50%) SQL Server Analysis Services
7 13 (3.90%) MS Access
8 11 (3.30%) Data Mining
9 10 (3.00%) MySQL
10 9 (2.70%) DB2
10 9 (2.70%) NoSQL
11 8 (2.40%) JasperReports
11 8 (2.40%) PostgreSQL
11 8 (2.40%) SQL Server 2008
12 7 (2.10%) BusinessObjects
13 6 (1.80%) Amazon Redshift
13 6 (1.80%) OLAP
13 6 (1.80%) Oracle Database
13 6 (1.80%) Relational Database
14 5 (1.50%) Oracle Reports
Development Applications
1 5 (1.50%) ERwin
1 5 (1.50%) LSMW
2 4 (1.20%) SQL Server Management Studio (SSMS)
2 4 (1.20%) Team Foundation Server
3 3 (0.90%) Toad
4 2 (0.60%) JIRA
4 2 (0.60%) Visual Studio
5 1 (0.30%) Talend Open Studio
General
1 82 (24.62%) Finance
2 14 (4.20%) Banking
3 13 (3.90%) Marketing
4 11 (3.30%) Manufacturing
5 10 (3.00%) Retail
6 7 (2.10%) Investment Banking
6 7 (2.10%) Legal
7 5 (1.50%) Billing
7 5 (1.50%) Law
7 5 (1.50%) Pharmaceutical
8 4 (1.20%) Telecoms
9 3 (0.90%) Back Office
10 2 (0.60%) Advertising
10 2 (0.60%) Financial Institution
10 2 (0.60%) Front Office
10 2 (0.60%) Local Government
10 2 (0.60%) Publishing
11 1 (0.30%) Automotive
11 1 (0.30%) Private Banking
11 1 (0.30%) Retail Banking
Job Titles
1 155 (46.55%) Analyst
2 111 (33.33%) Data Analyst
3 34 (10.21%) Architect
4 31 (9.31%) Business Analyst
5 30 (9.01%) Migration Analyst
6 29 (8.71%) Data Migration Analyst
7 26 (7.81%) Developer
8 23 (6.91%) Data Architect
9 21 (6.31%) Consultant
10 20 (6.01%) Data Manager
11 18 (5.41%) SQL Analyst
12 17 (5.11%) Data Business Analyst
13 15 (4.50%) SQL Data Analyst
14 13 (3.90%) Project Manager
15 12 (3.60%) Software Architect
16 11 (3.30%) Data Consultant
16 11 (3.30%) Data Migration Lead
16 11 (3.30%) Data Migration Manager
16 11 (3.30%) Migration Manager
17 10 (3.00%) CRM Analyst
Libraries, Frameworks & Software Standards
1 13 (3.90%) XML
2 5 (1.50%) MDX
3 2 (0.60%) .NET
3 2 (0.60%) Middleware
3 2 (0.60%) ODBC
3 2 (0.60%) Oracle Fusion
4 1 (0.30%) .NET Framework
4 1 (0.30%) ASP.NET
4 1 (0.30%) ASP.NET MVC
4 1 (0.30%) BAPI
4 1 (0.30%) CSS
4 1 (0.30%) HTML
4 1 (0.30%) REST
4 1 (0.30%) SOAP
Miscellaneous
1 27 (8.11%) Management Information System
2 21 (6.31%) Analytical Skills
3 19 (5.71%) Data Conversion
3 19 (5.71%) Data Structures
4 17 (5.11%) Data Extraction
4 17 (5.11%) Learning Management System
4 17 (5.11%) Reference Data
5 15 (4.50%) Data Integration
6 9 (2.70%) Foreign Exchange (FX)
7 7 (2.10%) Visualisation
8 6 (1.80%) Credit Risk
9 5 (1.50%) Data Centre
10 4 (1.20%) Statistics
11 3 (0.90%) Data Protection Act
11 3 (0.90%) e-Learning
11 3 (0.90%) FMCG
11 3 (0.90%) Taxonomies
12 2 (0.60%) Algorithms
12 2 (0.60%) New Media
12 2 (0.60%) NHS
Operating Systems
1 11 (3.30%) Windows
2 6 (1.80%) Unix
3 2 (0.60%) Windows Server 2012
4 1 (0.30%) Linux
4 1 (0.30%) Windows Server
Processes & Methodologies
1 182 (54.65%) Migration
2 144 (43.24%) Data Migration
3 86 (25.83%) Data Modelling
4 65 (19.52%) ETL
5 62 (18.62%) Data Analysis
6 58 (17.42%) Data Management
7 55 (16.52%) Data Mapping
8 44 (13.21%) Validation
9 39 (11.71%) Data Architecture
10 36 (10.81%) Business Intelligence
11 35 (10.51%) Data Governance
12 33 (9.91%) Data Transformation
13 31 (9.31%) Master Data Management
14 30 (9.01%) Analytics
15 28 (8.41%) CRM
16 27 (8.11%) ERP
16 27 (8.11%) User Acceptance Testing
17 23 (6.91%) PRINCE2
18 22 (6.61%) Project Management
19 21 (6.31%) Stakeholder Management
Programming Languages
1 108 (32.43%) SQL
2 24 (7.21%) T-SQL
3 10 (3.00%) VBA
4 7 (2.10%) C
5 4 (1.20%) JavaScript
6 3 (0.90%) ABAP
6 3 (0.90%) PL/SQL
6 3 (0.90%) VB
7 2 (0.60%) C#
7 2 (0.60%) PowerShell
7 2 (0.60%) Python
8 1 (0.30%) Java
8 1 (0.30%) MATLAB
8 1 (0.30%) R
8 1 (0.30%) Shell Script
8 1 (0.30%) VBScript
8 1 (0.30%) X++
Qualifications
1 16 (4.80%) Security Cleared
2 11 (3.30%) Degree
2 11 (3.30%) SC Cleared
3 4 (1.20%) DV Cleared
4 3 (0.90%) ITIL Certification
5 2 (0.60%) ACCA
5 2 (0.60%) CIMA
5 2 (0.60%) PMI Certification
5 2 (0.60%) PMP
6 1 (0.30%) APMP
6 1 (0.30%) BPSS Clearance
6 1 (0.30%) CTC Cleared
6 1 (0.30%) ITIL Foundation Certificate
6 1 (0.30%) PhD
6 1 (0.30%) PRINCE2 Certification
6 1 (0.30%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 123 (36.94%) Data Quality
2 23 (6.91%) QA
3 5 (1.50%) Solvency II
4 2 (0.60%) GCP
5 1 (0.30%) ISO/IEC 27001
5 1 (0.30%) PCI DSS
System Software
1 3 (0.90%) Active Directory
2 2 (0.60%) Hyper-V
2 2 (0.60%) VMware Infrastructure
3 1 (0.30%) Microsoft Virtual Server
3 1 (0.30%) Virtual Servers
Systems Management
1 4 (1.20%) Oracle EDQ
2 3 (0.90%) Control-M
Vendors
1 53 (15.92%) Microsoft
2 47 (14.11%) SAP
3 44 (13.21%) Oracle
4 21 (6.31%) Informatica
5 12 (3.60%) Tableau
6 11 (3.30%) Salesforce.com
7 8 (2.40%) IBM
8 5 (1.50%) Google
9 4 (1.20%) Bloomberg
9 4 (1.20%) HP
10 3 (0.90%) Sage
10 3 (0.90%) Siebel
11 2 (0.60%) Callidus
11 2 (0.60%) Citrix
11 2 (0.60%) CODA
11 2 (0.60%) Cognos
11 2 (0.60%) Teradata
11 2 (0.60%) VMware
11 2 (0.60%) WorldPay
12 1 (0.30%) Alteryx
South East
Talent Spa
Rate: £550-600pd
Posted: 6 hours ago
South East
Talent Spa
Rate: £550-600pd
Posted: 2 days ago
Reading, Berkshire
Blue Personnel
Rate: From £400 to £400 per day
Posted: 6 days ago
Reading, Berkshire
Blue Personnel
Rate: From £400 to £450 per day
Posted: 6 days ago
Gloucestershire
Lawrence Harvey
Rate: £550 - £600 per day
Posted: 13 days ago