The table below looks at the statistics for Data Cleansing skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 708 771 745
Rank change year-on-year
+63 -26
Permanent jobs citing Data Cleansing 211 190 244
As % of all permanent IT jobs located in the UK 0.22% 0.17% 0.21%
As % of the Processes & Methodologies category 0.25% 0.20% 0.25%
Number of salaries quoted 173 129 197
Median salary £45,000 £40,000 £47,500
Median salary % change year-on-year
+12.50% -15.78%
90% offered a salary of more than £30,071 £24,000 £30,000
10% offered a salary of more than £65,000 £65,000 £71,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
85991 96193 99396
As % of all permanent IT jobs located in the UK 87.80% 87.24% 85.40%
Number of salaries quoted 71817 78620 80201
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Cleansing
Jobs Demand Trend

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

Data Cleansing Jobs Demand Trend in the UK

Data Cleansing
Salary Trend

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

Data Cleansing Salary Trend in the UK

Data Cleansing
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Cleansing over the 3 months to 26 July 2016 within the UK.

Data Cleansing Salary Histogram in the UK

Data Cleansing
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the UK over the 3 months to 26 July 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +69 197 £45,000 +12.50% 21
London +76 92 £50,000 -23.07% 9
South East +21 43 £42,500 +6.25% 7
City of London +73 21 £50,000 -9.09% 2
East of England +34 18 £60,000 +130.71%
South West +34 17 £37,500 +36.36% 2
Bristol +32 15 £37,500 +36.36%
North West +13 15 £39,000 +65.95% 2
Hertfordshire +33 13 £52,500 +10.52%
Manchester -5 13 £39,000 +73.33% 2
East Sussex - 10 £40,000 - 1
Wimbledon - 10 - -
Brighton - 10 £40,000 - 1
Hampshire +7 9 £45,000 +8.43%
Yorkshire +31 7 £35,000 -3.44%
Egham +17 7 £42,500 -
Surrey -4 7 £42,500 +30.76%
Kent - 7 £45,000 -
East Midlands +16 6 £26,250 -30.00%
Oxfordshire -14 6 £45,000 +12.50% 1
Leicestershire - 6 £26,250 -
Leicester - 6 £26,250 -
Farnborough - 6 £45,000 -
Watford - 6 £67,500 -
Sittingbourne - 5 £45,000 -
Stevenage - 5 £45,000 -
Berkshire +10 4 £42,500 -10.52% 2
Cardiff +8 4 £36,250 - 1
South Wales +7 4 £36,250 - 1
Scotland +6 4 £33,000 - 3

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 26 July 2016, IT 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 job ads with a requirement for Data Cleansing.

1 223 (55.20%) SQL
2 153 (37.87%) Business Intelligence
2 153 (37.87%) Finance
3 152 (37.62%) ETL
4 139 (34.41%) SQL Server
5 132 (32.67%) Data Management
6 126 (31.19%) Data Quality
7 123 (30.45%) Microsoft
8 107 (26.49%) Analytical Skills
9 100 (24.75%) MS Excel
10 98 (24.26%) Oracle
11 92 (22.77%) Data Modelling
12 87 (21.53%) Analytics
13 86 (21.29%) Data Analysis
13 86 (21.29%) Migration
14 84 (20.79%) Data Warehouse
15 75 (18.56%) Degree
16 66 (16.34%) SQL Server Reporting Services
17 62 (15.35%) T-SQL
17 62 (15.35%) Tableau
18 60 (14.85%) Informatica
19 59 (14.60%) Data Governance
20 58 (14.36%) CRM
21 56 (13.86%) Retail
21 56 (13.86%) Management Information System
22 55 (13.61%) SQL Server Integration Services
23 53 (13.12%) Data Migration
24 48 (11.88%) Big Data
25 47 (11.63%) Visualisation
25 47 (11.63%) VBA

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 24 (5.94%) SAS
2 17 (4.21%) IIS
2 17 (4.21%) SharePoint
3 9 (2.23%) JBoss
4 6 (1.49%) Confluence
5 5 (1.24%) SharePoint 2013
6 3 (0.74%) Tomcat
7 2 (0.50%) Apache
7 2 (0.50%) Apache Spark
8 1 (0.25%) CMS
8 1 (0.25%) Oracle Workflow
Applications
1 100 (24.75%) MS Excel
2 36 (8.91%) MS Office
3 18 (4.46%) MS PowerPoint
4 16 (3.96%) SPSS
5 9 (2.23%) MS Visio
6 7 (1.73%) MS Project
7 1 (0.25%) Spreadsheet
Business Applications
1 23 (5.69%) Dynamics CRM
2 7 (1.73%) Salesforce.com CRM
3 4 (0.99%) OpenText VIM for SAP
3 4 (0.99%) SAP CO
3 4 (0.99%) SAP CRM
3 4 (0.99%) SAP FI
3 4 (0.99%) SAP FI/CO
3 4 (0.99%) SAP MDM
3 4 (0.99%) SAP MM
3 4 (0.99%) SAP Oil and Gas
3 4 (0.99%) SAP SD
4 3 (0.74%) Cognos TM1
4 3 (0.74%) Dynamics AX
5 2 (0.50%) Changepoint
5 2 (0.50%) Cognos Business Intelligence
5 2 (0.50%) Oracle ERP
6 1 (0.25%) Investran
6 1 (0.25%) Oracle CRM
6 1 (0.25%) Sage 200
6 1 (0.25%) SAP BPC
Cloud Services
1 9 (2.23%) Amazon AWS
2 5 (1.24%) Amazon EC2
2 5 (1.24%) Microsoft Azure
3 1 (0.25%) FinancialForce.com
3 1 (0.25%) Google Apps
3 1 (0.25%) SaaS
Communications & Networking
1 13 (3.22%) Internet
2 1 (0.25%) DHCP
Database & Business Intelligence
1 139 (34.41%) SQL Server
2 84 (20.79%) Data Warehouse
3 66 (16.34%) SQL Server Reporting Services
4 55 (13.61%) SQL Server Integration Services
5 48 (11.88%) Big Data
6 39 (9.65%) Data Mining
7 36 (8.91%) Relational Database
8 35 (8.66%) QlikView
9 31 (7.67%) SQL Server Analysis Services
10 28 (6.93%) PowerPivot
11 27 (6.68%) Power BI
12 25 (6.19%) BusinessObjects
12 25 (6.19%) MS Access
13 23 (5.69%) SAP Data Services
14 17 (4.21%) RDBMS
15 14 (3.47%) MySQL
15 14 (3.47%) SQL Server 2014
16 13 (3.22%) DataStage
17 12 (2.97%) DB2
17 12 (2.97%) Microsoft Analysis Services
Development Applications
1 35 (8.66%) Talend Open Studio
2 15 (3.71%) JIRA
2 15 (3.71%) LSMW
3 10 (2.48%) ERwin
4 8 (1.98%) Jenkins
5 6 (1.49%) Selenium
6 3 (0.74%) Git (software)
6 3 (0.74%) Subversion
6 3 (0.74%) Visual Studio
7 2 (0.50%) Maven
7 2 (0.50%) SQL Server Management Studio (SSMS)
8 1 (0.25%) MSTest
8 1 (0.25%) NUnit
8 1 (0.25%) Oracle APEX
General
1 153 (37.87%) Finance
2 56 (13.86%) Retail
3 38 (9.41%) Legal
4 33 (8.17%) Banking
5 31 (7.67%) Marketing
6 18 (4.46%) Billing
7 11 (2.72%) Pharmaceutical
8 10 (2.48%) Automotive
8 10 (2.48%) Financial Institution
9 8 (1.98%) Publishing
10 4 (0.99%) International Banking
10 4 (0.99%) Manufacturing
11 3 (0.74%) French Language
11 3 (0.74%) Italian Language
11 3 (0.74%) Music Industry
11 3 (0.74%) Polish Language
11 3 (0.74%) Spanish Language
11 3 (0.74%) Swedish Language
12 2 (0.50%) Front Office
12 2 (0.50%) German Language
Job Titles
1 136 (33.66%) Analyst
2 69 (17.08%) Data Analyst
3 62 (15.35%) Developer
4 55 (13.61%) Consultant
5 37 (9.16%) Administrator
5 37 (9.16%) Data Manager
6 35 (8.66%) Data Consultant
7 30 (7.43%) Senior Consultant
8 29 (7.18%) Architect
9 28 (6.93%) Business Intelligence Analyst
9 28 (6.93%) SQL Analyst
10 24 (5.94%) DBA
11 23 (5.69%) Business Intelligence Developer
12 22 (5.45%) Data Migration Consultant
12 22 (5.45%) Migration Consultant
13 21 (5.20%) SQL Developer
14 18 (4.46%) Data Architect
15 17 (4.21%) SQL Data Analyst
16 16 (3.96%) SAP Consultant
16 16 (3.96%) Senior Architect
Libraries, Frameworks & Software Standards
1 27 (6.68%) .NET
2 21 (5.20%) XML
3 16 (3.96%) MDX
4 15 (3.71%) Web Services
5 13 (3.22%) ASP.NET
6 6 (1.49%) HTML
7 5 (1.24%) COM
8 4 (0.99%) Regular Expression
8 4 (0.99%) Spring
9 3 (0.74%) jQuery
10 2 (0.50%) ASP.NET Web API
10 2 (0.50%) D3.js
10 2 (0.50%) Ext JS
10 2 (0.50%) Hibernate
10 2 (0.50%) J2EE
10 2 (0.50%) JSP
10 2 (0.50%) REST
10 2 (0.50%) RESTful
10 2 (0.50%) SOAP
11 1 (0.25%) ODBC
Miscellaneous
1 107 (26.49%) Analytical Skills
2 56 (13.86%) Management Information System
3 47 (11.63%) Visualisation
4 31 (7.67%) Data Integration
5 30 (7.43%) Computer Science
6 23 (5.69%) Data Extraction
7 21 (5.20%) Mathematics
8 18 (4.46%) Data Conversion
9 14 (3.47%) Replication
10 10 (2.48%) Data Structures
11 9 (2.23%) Semantic Web
12 6 (1.49%) Statistics
13 5 (1.24%) Data Protection Act
13 5 (1.24%) Reference Data
14 4 (0.99%) Enterprise Software
15 3 (0.74%) Algorithms
15 3 (0.74%) CMDB
15 3 (0.74%) Mainframe
15 3 (0.74%) PMI
15 3 (0.74%) Social Media
Operating Systems
1 14 (3.47%) Windows
2 13 (3.22%) Linux
3 12 (2.97%) Unix
4 4 (0.99%) Windows Server
5 1 (0.25%) Debian
Processes & Methodologies
1 153 (37.87%) Business Intelligence
2 152 (37.62%) ETL
3 132 (32.67%) Data Management
4 92 (22.77%) Data Modelling
5 87 (21.53%) Analytics
6 86 (21.29%) Data Analysis
6 86 (21.29%) Migration
7 59 (14.60%) Data Governance
8 58 (14.36%) CRM
9 53 (13.12%) Data Migration
10 35 (8.66%) Data Architecture
11 33 (8.17%) Stakeholder Management
12 29 (7.18%) Agile Software Development
13 28 (6.93%) Project Management
14 25 (6.19%) Business Analysis
14 25 (6.19%) Data Mapping
14 25 (6.19%) Performance Tuning
14 25 (6.19%) PRINCE2
15 23 (5.69%) Data Visualisation
16 22 (5.45%) Information Management
Programming Languages
1 223 (55.20%) SQL
2 62 (15.35%) T-SQL
3 47 (11.63%) VBA
4 35 (8.66%) C#
5 21 (5.20%) Java
6 17 (4.21%) PL/SQL
7 15 (3.71%) Python
8 14 (3.47%) JavaScript
9 13 (3.22%) ABAP
10 12 (2.97%) Data Analysis Expressions (DAX)
11 11 (2.72%) VB
12 10 (2.48%) PowerShell
12 10 (2.48%) R
13 8 (1.98%) VBScript
14 7 (1.73%) PHP
15 6 (1.49%) C++
16 2 (0.50%) C
16 2 (0.50%) Scala
16 2 (0.50%) Shell Script
17 1 (0.25%) SAS Macro
Qualifications
1 75 (18.56%) Degree
2 32 (7.92%) Security Cleared
3 15 (3.71%) SC Cleared
4 5 (1.24%) PMI Certification
5 3 (0.74%) ITIL Certification
6 2 (0.50%) Chartered Engineer
6 2 (0.50%) PhD
6 2 (0.50%) PMP
6 2 (0.50%) SAP Certification
7 1 (0.25%) CISSP
7 1 (0.25%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 126 (31.19%) Data Quality
2 16 (3.96%) QA
3 13 (3.22%) PCI DSS
4 10 (2.48%) EMIR
5 6 (1.49%) CRD IV
5 6 (1.49%) MiFID
6 4 (0.99%) Dodd-Frank
6 4 (0.99%) FATCA
7 2 (0.50%) ISO/IEC 27001
8 1 (0.25%) COBIT
8 1 (0.25%) ISO 9001
8 1 (0.25%) SLA
Systems Management
1 1 (0.25%) SCCM
Vendors
1 123 (30.45%) Microsoft
2 98 (24.26%) Oracle
3 62 (15.35%) Tableau
4 60 (14.85%) Informatica
5 46 (11.39%) SAP
6 35 (8.66%) Talend
7 34 (8.42%) Salesforce.com
8 24 (5.94%) IBM
9 13 (3.22%) Cognos
9 13 (3.22%) MicroStrategy
10 12 (2.97%) Capita
11 6 (1.49%) Google
12 5 (1.24%) Teradata
13 4 (0.99%) Hyperion
14 3 (0.74%) Cognizant
14 3 (0.74%) DataFlux
14 3 (0.74%) IBM Sterling
14 3 (0.74%) Pardot
14 3 (0.74%) Zend
15 2 (0.50%) ESRI
City, London
Streamline Connections
Salary: £55000 - £60000.00 per annum + Benefits
Posted: Yesterday
Reading, Berkshire
KDR
Salary: £27000 - £35000 per annum + Benefits
Posted: 3 days ago
Edinburgh, Midlothian
Sanderson
Salary: £30000.00 - £45000.00 per annum + Benefits
Posted: 5 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £Competitive Plus Benefits
Posted: 3 days ago
Central London / West End
Venturi
Salary: £55000 - £60000 per annum + Bonus and Benefits
Posted: 5 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £23000.00 per annum + Benefits
Posted: 5 days ago
Milton Keynes
Michael Page
Salary: £50000 - £54000 per annum
Posted: 6 days ago
North London
Experis Ltd
Salary: £90000 - £110000 per annum + ~£6k car, 20% bonus + pkg
Posted: 4 days ago
England
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 5 days ago
Beckenham
Capita plc
Salary: £40000 - £45000 per annum + Benefits
Posted: 7 days ago
City, London
Asset Resourcing Ltd
Salary: attractive + full benefits
Posted: 6 days ago
Oxford
Elsevier
Salary: Excellent salary, bonus, benefits etc
Posted: 14 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 6 days ago
Crawley
Ampersand Consulting
Salary: £60000 - £70000 per annum + Benefits
Posted: 8 days ago
Glasgow
Recruitment Revolution Limited
Posted: 13 days ago
Manchester
Robert Walters UK
Salary: £60000 - £70000 per annum
Posted: 19 days ago
Milton Keynes
Interquest - IQ Tech
Salary: £50000 - £65000 per annum + Car Allowance + Benefits
Posted: 20 days ago
London
Talent Point
Salary: £50000.00 - £65000.00 per annum + Bonus & Package
Posted: 25 days ago
South West
Edward Carter Solutions
Salary: £25,000 - £30,000 per year
Posted: 25 days ago
London
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West Thames Valley Easy commute from Swindon,...
Questor Resourcing
Salary: £20,000 - £25,000 + circa £5000 pa OTE + Good Benefits
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