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 28 August 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 Aug 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 468 498 438
Rank change year-on-year
+30 -60
Contract jobs citing Data Cleansing 171 159 209
As % of all contract IT jobs located in the UK 0.32% 0.27% 0.37%
As % of the Processes & Methodologies category 0.39% 0.34% 0.47%
Number of daily rates quoted 108 94 119
Median daily rate £400 £350 £375
Median daily rate % change year-on-year
+14.28% -6.66%
90% offered a daily rate of more than £200 £200 £225
10% offered a daily rate of more than £573 £500 £541
UK excluding London median daily rate £389 £345 £331
% change year-on-year
+12.75% +4.15%
Number of hourly rates quoted 3 6 5
Median hourly rate £33.79 £17.25 £15.39
Median hourly rate % change year-on-year
+95.88% +12.12%
UK excluding London median hourly rate - £15.50 £15.39
% change year-on-year
- +0.74%

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
44128 46836 44243
As % of all contract IT jobs located in the UK 82.77% 80.32% 78.55%
Number of daily rates quoted 29130 30462 27410
Median daily rate £438 £425 £405
Median daily rate % change year-on-year
+2.94% +4.93%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £596 £575 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1092 1273 1191
Median hourly rate £28.50 £31.44 £24.00
Median hourly rate % change year-on-year
-9.35% +31.00%
90% offered a hourly rate of more than £12.50 £12.50 £12.50
10% offered a hourly rate of more than £52.00 £52.50 £50.00
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

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 28 August 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 28 August 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 +19 159 £400 +12.67% 29
London -2 72 £413 +10.00% 13
South East +7 28 £250 -37.50% 6
Berkshire +22 15 £438 -5.40% 1
East Midlands +12 14 £375 -16.66%
Northamptonshire +10 13 £375 -16.66%
South West +16 12 £366 +25.75% 3
East of England +24 11 £375 -1.96%
City of London +29 10 £419 +6.34% 1
West Sussex +3 9 £225 -27.41%
West Midlands -24 8 £450 +63.63% 4
Gloucestershire - 7 £550 -
Hertfordshire +8 5 £400 -13.51%
Crawley +7 5 £225 -27.41%
North West 0 4 £382 +9.00% 2
M4 Corridor - 4 - -
Glasgow +11 3 £450 +6.50%
Yorkshire +2 3 £375 +25.00%
Scotland +2 3 £450 +28.57%
Bristol - 3 £325 - 2
Watford - 3 £400 -
Cambridgeshire +26 2 £190 -
Bedfordshire +3 2 £350 +2.94%
Leeds +2 2 £475 -13.63%
West Yorkshire +2 2 £475 +19.49%
Northampton +1 2 - -
Warwickshire -5 2 £425 - 1
Solihull - 2 £345 -
North East - 2 £463 -
Maidenhead - 2 - -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 28 August 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 (55.83%) Migration
2 147 (45.09%) Data Migration
3 126 (38.65%) Data Quality
4 102 (31.29%) SQL
5 86 (26.38%) Data Modelling
6 80 (24.54%) ETL
6 80 (24.54%) Finance
7 68 (20.86%) SAP
8 65 (19.94%) Data Analysis
9 62 (19.02%) Validation
10 55 (16.87%) Data Management
11 53 (16.26%) Oracle
12 52 (15.95%) Data Mapping
13 51 (15.64%) SQL Server
14 43 (13.19%) Data Architecture
15 42 (12.88%) Data Warehouse
16 38 (11.66%) Data Governance
17 37 (11.35%) Data Transformation
17 37 (11.35%) MS Excel
18 36 (11.04%) Data Extraction
19 34 (10.43%) Analytics
20 33 (10.12%) Data Conversion
21 32 (9.82%) Microsoft
22 31 (9.51%) Business Intelligence
23 30 (9.20%) CRM
23 30 (9.20%) Master Data Management
24 29 (8.90%) Informatica
25 27 (8.28%) ERP
26 25 (7.67%) User Acceptance Testing
27 24 (7.36%) Analytical Skills

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 9 (2.76%) SAS
2 7 (2.15%) SharePoint
3 4 (1.23%) Confluence
4 2 (0.61%) Apache Spark
5 1 (0.31%) BizTalk Server
5 1 (0.31%) Documentum
5 1 (0.31%) Tomcat
Applications
1 37 (11.35%) MS Excel
2 13 (3.99%) Spreadsheet
3 11 (3.37%) MS Office
4 7 (2.15%) MS PowerPoint
5 6 (1.84%) MS Project
5 6 (1.84%) MS Visio
6 1 (0.31%) SPSS
Business Applications
1 20 (6.13%) Oracle EBS R12
2 18 (5.52%) Oracle EBS
3 12 (3.68%) Dynamics CRM
4 10 (3.07%) Unit4 Business World
5 8 (2.45%) Oracle Financials
6 7 (2.15%) Maximo
6 7 (2.15%) Oracle Receivables
7 6 (1.84%) Oracle Assets
7 6 (1.84%) Oracle Cash Management
7 6 (1.84%) Oracle General Ledger
7 6 (1.84%) Oracle Payables
7 6 (1.84%) SAP CRM
7 6 (1.84%) SAP FI
7 6 (1.84%) SAP HR
8 5 (1.53%) Salesforce.com CRM
8 5 (1.53%) SAP Oil and Gas
8 5 (1.53%) SAP PM
9 4 (1.23%) SAP ERP
10 3 (0.92%) Oracle Procure-to-Pay
10 3 (0.92%) SAP APO
Cloud Services
1 11 (3.37%) SuccessFactors
2 5 (1.53%) Amazon AWS
3 3 (0.92%) Google Apps
3 3 (0.92%) SaaS
4 2 (0.61%) Google Cloud Platform
5 1 (0.31%) Microsoft Azure
Communications & Networking
1 4 (1.23%) TACACS
2 3 (0.92%) Firewall
3 2 (0.61%) ATM
3 2 (0.61%) Intranet
4 1 (0.31%) Extranet
4 1 (0.31%) Internet
4 1 (0.31%) Wireless
Database & Business Intelligence
1 51 (15.64%) SQL Server
2 42 (12.88%) Data Warehouse
3 20 (6.13%) SAP Data Services
4 19 (5.83%) SQL Server Integration Services
5 18 (5.52%) Big Data
6 14 (4.29%) SQL Server Reporting Services
7 13 (3.99%) SQL Server 2008
8 11 (3.37%) Data Mining
8 11 (3.37%) PostgreSQL
8 11 (3.37%) SQL Server Analysis Services
9 10 (3.07%) MySQL
10 9 (2.76%) DB2
11 8 (2.45%) BusinessObjects
11 8 (2.45%) JasperReports
11 8 (2.45%) Relational Database
12 6 (1.84%) Amazon Redshift
12 6 (1.84%) NoSQL
12 6 (1.84%) Qlik Sense
13 5 (1.53%) Enterprise Data Warehouse
13 5 (1.53%) SQL Server 2014
Development Applications
1 18 (5.52%) LSMW
2 7 (2.15%) JIRA
3 6 (1.84%) Talend Open Studio
4 5 (1.53%) Team Foundation Server
5 4 (1.23%) ERwin
6 2 (0.61%) SQL Server Management Studio (SSMS)
6 2 (0.61%) Visual Studio
7 1 (0.31%) Oracle Forms
General
1 80 (24.54%) Finance
2 13 (3.99%) Manufacturing
2 13 (3.99%) Marketing
3 11 (3.37%) Retail
4 9 (2.76%) Banking
5 7 (2.15%) Law
6 6 (1.84%) Legal
6 6 (1.84%) Pharmaceutical
7 4 (1.23%) Retail Banking
8 2 (0.61%) Financial Institution
8 2 (0.61%) Local Government
8 2 (0.61%) Publishing
8 2 (0.61%) Telecoms
9 1 (0.31%) Advertising
9 1 (0.31%) Automotive
9 1 (0.31%) Back Office
9 1 (0.31%) Electronics
9 1 (0.31%) Front Office
9 1 (0.31%) General Ledger
9 1 (0.31%) Private Banking
Job Titles
1 146 (44.79%) Analyst
2 103 (31.60%) Data Analyst
3 42 (12.88%) Architect
4 35 (10.74%) Consultant
5 31 (9.51%) Developer
6 29 (8.90%) Data Architect
7 28 (8.59%) Business Analyst
8 26 (7.98%) Migration Analyst
9 23 (7.06%) Data Migration Analyst
10 20 (6.13%) Data Consultant
11 18 (5.52%) Data Manager
11 18 (5.52%) Data Migration Lead
12 14 (4.29%) Financial Analyst
12 14 (4.29%) SQL Analyst
13 12 (3.68%) Data Migration Consultant
13 12 (3.68%) ETL Developer
13 12 (3.68%) Migration Consultant
13 12 (3.68%) Oracle Analyst
13 12 (3.68%) SAP Data Consultant
13 12 (3.68%) Software Architect
Libraries, Frameworks & Software Standards
1 8 (2.45%) BAPI
2 7 (2.15%) XML
3 4 (1.23%) MDX
4 3 (0.92%) .NET
5 2 (0.61%) HTML
5 2 (0.61%) Middleware
5 2 (0.61%) Oracle Fusion
5 2 (0.61%) Web Services
6 1 (0.31%) jQuery
6 1 (0.31%) REST
6 1 (0.31%) SOAP
6 1 (0.31%) Spring
Miscellaneous
1 36 (11.04%) Data Extraction
2 33 (10.12%) Data Conversion
3 24 (7.36%) Analytical Skills
4 22 (6.75%) Data Structures
5 21 (6.44%) Data Integration
6 20 (6.13%) Management Information System
7 10 (3.07%) Reference Data
8 7 (2.15%) Credit Risk
9 5 (1.53%) Visualisation
10 4 (1.23%) AS400
10 4 (1.23%) FMCG
10 4 (1.23%) Virtual Team
11 3 (0.92%) Data Protection Act
11 3 (0.92%) New Media
11 3 (0.92%) Statistics
11 3 (0.92%) Taxonomies
12 2 (0.61%) Computer Science
12 2 (0.61%) e-Learning
12 2 (0.61%) Learning Management System
12 2 (0.61%) Reinsurance
Operating Systems
1 9 (2.76%) Unix
1 9 (2.76%) Windows
2 3 (0.92%) Linux
3 2 (0.61%) Solaris
4 1 (0.31%) Windows Server
Processes & Methodologies
1 182 (55.83%) Migration
2 147 (45.09%) Data Migration
3 86 (26.38%) Data Modelling
4 80 (24.54%) ETL
5 65 (19.94%) Data Analysis
6 62 (19.02%) Validation
7 55 (16.87%) Data Management
8 52 (15.95%) Data Mapping
9 43 (13.19%) Data Architecture
10 38 (11.66%) Data Governance
11 37 (11.35%) Data Transformation
12 34 (10.43%) Analytics
13 31 (9.51%) Business Intelligence
14 30 (9.20%) CRM
14 30 (9.20%) Master Data Management
15 27 (8.28%) ERP
16 25 (7.67%) User Acceptance Testing
17 21 (6.44%) Agile Software Development
18 20 (6.13%) Data Validation
19 18 (5.52%) Physical Data Model
Programming Languages
1 102 (31.29%) SQL
2 19 (5.83%) T-SQL
3 10 (3.07%) C
4 9 (2.76%) PL/SQL
4 9 (2.76%) VBA
5 4 (1.23%) ABAP
5 4 (1.23%) JavaScript
5 4 (1.23%) VB
6 3 (0.92%) Python
6 3 (0.92%) R
7 2 (0.61%) Java
8 1 (0.31%) C#
8 1 (0.31%) COBOL
8 1 (0.31%) PHP
8 1 (0.31%) PowerShell
8 1 (0.31%) VBScript
Qualifications
1 14 (4.29%) Security Cleared
2 10 (3.07%) Degree
2 10 (3.07%) SC Cleared
3 4 (1.23%) BPSS Clearance
4 2 (0.61%) ACCA
4 2 (0.61%) CIMA
5 1 (0.31%) CTC Cleared
5 1 (0.31%) DBS Check
5 1 (0.31%) DV Cleared
5 1 (0.31%) ITIL Foundation Certificate
5 1 (0.31%) PMP
Quality Assurance & Compliance
1 126 (38.65%) Data Quality
2 15 (4.60%) QA
3 6 (1.84%) GxP
3 6 (1.84%) Sarbanes-Oxley
4 2 (0.61%) Disclosure Scotland
4 2 (0.61%) EMIR
4 2 (0.61%) FATCA
4 2 (0.61%) GCP
4 2 (0.61%) Solvency II
System Software
1 3 (0.92%) Active Directory
1 3 (0.92%) Hyper-V
1 3 (0.92%) VMware Infrastructure
Systems Management
1 3 (0.92%) Control-M
1 3 (0.92%) Oracle EDQ
2 2 (0.61%) SCOM
Vendors
1 68 (20.86%) SAP
2 53 (16.26%) Oracle
3 32 (9.82%) Microsoft
4 29 (8.90%) Informatica
5 13 (3.99%) Salesforce.com
6 9 (2.76%) IBM
7 7 (2.15%) Tableau
8 6 (1.84%) Google
8 6 (1.84%) Talend
9 4 (1.23%) Teradata
10 3 (0.92%) Alteryx
10 3 (0.92%) HP
10 3 (0.92%) VMware
11 2 (0.61%) Calypso
11 2 (0.61%) CODA
11 2 (0.61%) Cognos
11 2 (0.61%) JD Edwards
11 2 (0.61%) Yardi
12 1 (0.31%) Infor
12 1 (0.31%) Zend
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