The table below looks at the statistics for Data Cleansing skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 13 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
13 Feb 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 755 739 738
Rank change year-on-year
-16 -1
Permanent jobs citing Data Cleansing 175 216 218
As % of all permanent IT jobs located in the UK 0.17% 0.21% 0.21%
As % of the Processes & Methodologies category 0.20% 0.24% 0.24%
Number of salaries quoted 117 163 173
Average salary £42,500 £47,500 £47,500
Average salary % change year-on-year
-10.52% -
90% offered a salary of more than £31,400 £31,500 £28,800
10% offered a salary of more than £70,000 £65,000 £67,800
UK excluding London average salary £41,000 £40,000 £41,717
% change year-on-year
+2.50% -4.11%

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
87040 89452 89596
As % of all permanent IT jobs located in the UK 86.82% 85.23% 84.88%
Number of salaries quoted 72221 73471 71288
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £73,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Cleansing
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Data Cleansing within the UK as a proportion of the total demand within 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 13 February 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 average salaries quoted in IT jobs citing Data Cleansing within the UK over the 3 months to 13 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
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -20 159 £42,500 -15.00% 36
London -25 77 £52,500 +2.94% 14
South East +21 44 £42,000 -1.17% 6
Surrey +15 26 £42,500 - 1
Egham 0 22 £42,500 -
South West +10 17 £37,500 - 2
Bristol +4 11 £37,500 -
West Midlands -15 11 £45,000 +5.88% 1
Berkshire - 11 £42,000 - 1
City of London +52 8 £55,000 +29.41% 4
Wales +8 8 £36,000 +2.85% 2
South Wales -1 8 £36,000 +2.85% 2
Cardiff -3 8 £36,000 +2.85% 2
Reading - 6 £42,000 -
Birmingham 0 5 £50,000 +17.64%
East Sussex - 5 £42,500 -
Brighton - 5 £42,500 -
Slough - 5 £36,500 - 1
East of England +7 4 £41,500 -14.87% 2
Scotland -3 4 - - 2
Glasgow - 4 - -
Thames Ditton - 4 - -
Hampshire +23 3 £50,000 -16.66%
North West +15 3 £22,500 -43.75% 7
Manchester +7 3 £22,500 -47.67% 5
Wiltshire - 3 - - 1
Somerset - 3 £50,000 -
Swindon - 3 - - 1
Bath - 3 £50,000 -
Portsmouth - 3 £50,000 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 13 February 2016, IT jobs within the UK 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 IT job ads sampled that cited Data Cleansing.

1 196 (51.58%) SQL
2 139 (36.58%) ETL
3 123 (32.37%) Data Quality
4 116 (30.53%) Finance
4 116 (30.53%) Data Management
5 109 (28.68%) Oracle
6 107 (28.16%) Data Analysis
7 98 (25.79%) Business Intelligence
8 97 (25.53%) Microsoft
9 96 (25.26%) SQL Server
10 95 (25.00%) MS Excel
11 90 (23.68%) Migration
12 86 (22.63%) Data Warehouse
13 79 (20.79%) Data Migration
14 78 (20.53%) SAP
15 75 (19.74%) Degree
16 71 (18.68%) Analytical Skills
17 63 (16.58%) Analytics
18 61 (16.05%) Retail
19 60 (15.79%) Project Management
20 58 (15.26%) SQL Server Integration Services
21 55 (14.47%) Data Governance
21 55 (14.47%) Risk Management
22 54 (14.21%) Coaching
23 51 (13.42%) SAP Data Services
23 51 (13.42%) Business Development
24 50 (13.16%) Informatica
25 49 (12.89%) Tableau
26 48 (12.63%) DataStage
27 47 (12.37%) Legal

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 13 February 2016, IT jobs within the UK 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 IT job ads sampled that cited Data Cleansing. Up to 20 skills are shown per category.

Application Platforms
1 40 (10.53%) SAS
2 19 (5.00%) SharePoint
3 15 (3.95%) IIS
4 12 (3.16%) Liferay
5 10 (2.63%) Apache
6 7 (1.84%) Tomcat
7 5 (1.32%) NetWeaver
7 5 (1.32%) SAP EP
7 5 (1.32%) SAP Portal
8 4 (1.05%) Apache Solr
8 4 (1.05%) CMS
8 4 (1.05%) GemFire
8 4 (1.05%) Oracle Coherence
8 4 (1.05%) Oracle Workflow
9 3 (0.79%) Elasticsearch
10 1 (0.26%) Apache Spark
Applications
1 95 (25.00%) MS Excel
2 27 (7.11%) SPSS
3 22 (5.79%) MS Office
4 20 (5.26%) MS PowerPoint
5 10 (2.63%) MS Visio
6 4 (1.05%) MS Project
6 4 (1.05%) Spreadsheet
7 1 (0.26%) Stata
Business Applications
1 11 (2.89%) Dynamics CRM
2 9 (2.37%) SAP Oil and Gas
3 7 (1.84%) FastStats
3 7 (1.84%) Oracle Procure-to-Pay
4 6 (1.58%) Dynamics AX
4 6 (1.58%) FastStats PeopleStage
5 5 (1.32%) SAP SRM
6 4 (1.05%) Oracle Retail
7 2 (0.53%) Oracle Applications
7 2 (0.53%) ResourceLink
7 2 (0.53%) Unica
7 2 (0.53%) Unit4 Business World
8 1 (0.26%) Adobe Campaign
8 1 (0.26%) Eloqua
8 1 (0.26%) Maximo
8 1 (0.26%) Oracle Payables
8 1 (0.26%) Salesforce.com CRM
8 1 (0.26%) SAP ERP
8 1 (0.26%) SAP IS-U
Cloud Services
1 4 (1.05%) Google Analytics
2 2 (0.53%) GitHub
3 1 (0.26%) Amazon AWS
3 1 (0.26%) Force.com
Communications & Networking
1 6 (1.58%) Firewall
1 6 (1.58%) SMTP
2 3 (0.79%) SSH
3 2 (0.53%) Internet
4 1 (0.26%) SNA
Database & Business Intelligence
1 96 (25.26%) SQL Server
2 86 (22.63%) Data Warehouse
3 58 (15.26%) SQL Server Integration Services
4 51 (13.42%) SAP Data Services
5 48 (12.63%) DataStage
6 42 (11.05%) Big Data
6 42 (11.05%) SQL Server Reporting Services
7 41 (10.79%) QlikView
8 36 (9.47%) Relational Database
9 25 (6.58%) Spotfire
10 24 (6.32%) MS Access
11 22 (5.79%) Data Mining
12 17 (4.47%) NoSQL
13 15 (3.95%) SQL Server Analysis Services
14 14 (3.68%) Base SAS
14 14 (3.68%) BusinessObjects
14 14 (3.68%) SAS Enterprise Guide
15 12 (3.16%) MySQL
16 10 (2.63%) GIS
16 10 (2.63%) Hadoop
Development Applications
1 15 (3.95%) Talend Open Studio
2 7 (1.84%) Git (software)
2 7 (1.84%) Jenkins
2 7 (1.84%) Maven
3 4 (1.05%) JIRA
3 4 (1.05%) Subversion
4 3 (0.79%) Sonatype Nexus
4 3 (0.79%) SQL Server Management Studio (SSMS)
5 2 (0.53%) ERwin
5 2 (0.53%) InstallShield
5 2 (0.53%) PowerDesigner
5 2 (0.53%) Rational Rose
6 1 (0.26%) Eclipse
6 1 (0.26%) LSMW
General
1 116 (30.53%) Finance
2 61 (16.05%) Retail
3 47 (12.37%) Legal
4 45 (11.84%) Banking
5 40 (10.53%) Marketing
6 25 (6.58%) Telecoms
7 16 (4.21%) Manufacturing
7 16 (4.21%) Pharmaceutical
8 9 (2.37%) Automotive
8 9 (2.37%) Electronics
9 8 (2.11%) Financial Institution
9 8 (2.11%) International Banking
10 6 (1.58%) Billing
10 6 (1.58%) Games
11 5 (1.32%) Investment Banking
12 4 (1.05%) Law
13 3 (0.79%) Local Government
14 2 (0.53%) Advertising
15 1 (0.26%) General Ledger
15 1 (0.26%) Publishing
Job Titles
1 118 (31.05%) Analyst
2 82 (21.58%) Data Manager
3 72 (18.95%) Data Analyst
4 71 (18.68%) Developer
5 39 (10.26%) SAP Manager
6 38 (10.00%) SAP Data Manager
7 36 (9.47%) Consultant
8 27 (7.11%) SQL Analyst
9 24 (6.32%) Data Consultant
9 24 (6.32%) SQL Data Analyst
10 23 (6.05%) Business Analyst
11 22 (5.79%) SQL Developer
12 15 (3.95%) Senior Manager
13 14 (3.68%) Business Intelligence Developer
13 14 (3.68%) Database Developer
14 13 (3.42%) SQL Server Developer
15 12 (3.16%) Business Intelligence Analyst
16 11 (2.89%) Financial Analyst
16 11 (2.89%) Management Consultant
16 11 (2.89%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 26 (6.84%) .NET
2 23 (6.05%) Web Services
3 22 (5.79%) XML
4 12 (3.16%) HTML
5 8 (2.11%) ASP.NET
5 8 (2.11%) HTML5
5 8 (2.11%) Spring
6 6 (1.58%) jQuery
6 6 (1.58%) LAMP
6 6 (1.58%) XSLT
7 5 (1.32%) BAPI
7 5 (1.32%) D3.js
7 5 (1.32%) J2EE
7 5 (1.32%) SAP ALE
7 5 (1.32%) SAP Basis
7 5 (1.32%) SAP PI
7 5 (1.32%) SAP XI
7 5 (1.32%) Web Dynpro
8 4 (1.05%) JSP
8 4 (1.05%) SOAP
Miscellaneous
1 71 (18.68%) Analytical Skills
2 36 (9.47%) Visualisation
3 33 (8.68%) Computer Science
4 24 (6.32%) Data Structures
5 23 (6.05%) Data Integration
6 22 (5.79%) Management Information System
6 22 (5.79%) Mathematics
7 12 (3.16%) Reference Data
8 10 (2.63%) Data Conversion
8 10 (2.63%) Data Extraction
9 9 (2.37%) Statistics
10 7 (1.84%) Replication
11 6 (1.58%) Client/Server
11 6 (1.58%) Enterprise Software
11 6 (1.58%) Mobile App
11 6 (1.58%) SCADA
11 6 (1.58%) Smart Meter
11 6 (1.58%) Social Network
12 4 (1.05%) CMDB
12 4 (1.05%) Derivative
Operating Systems
1 15 (3.95%) Linux
2 12 (3.16%) Windows
3 11 (2.89%) Unix
4 6 (1.58%) Windows 8
4 6 (1.58%) Windows XP
5 5 (1.32%) Windows Server
6 2 (0.53%) VMS
7 1 (0.26%) AIX
Processes & Methodologies
1 139 (36.58%) ETL
2 116 (30.53%) Data Management
3 107 (28.16%) Data Analysis
4 98 (25.79%) Business Intelligence
5 90 (23.68%) Migration
6 79 (20.79%) Data Migration
7 63 (16.58%) Analytics
8 60 (15.79%) Project Management
9 55 (14.47%) Data Governance
9 55 (14.47%) Risk Management
10 54 (14.21%) Coaching
11 51 (13.42%) Business Development
12 44 (11.58%) Stakeholder Management
13 43 (11.32%) Data Modelling
14 39 (10.26%) Business Transformation
15 36 (9.47%) Agile Software Development
16 34 (8.95%) Performance Tuning
17 30 (7.89%) Data Analytics
18 29 (7.63%) Validation
19 27 (7.11%) Business Analysis
Programming Languages
1 196 (51.58%) SQL
2 40 (10.53%) T-SQL
3 34 (8.95%) VBA
4 29 (7.63%) Java
5 27 (7.11%) VB
6 26 (6.84%) C#
7 24 (6.32%) Python
8 19 (5.00%) JavaScript
8 19 (5.00%) R
9 11 (2.89%) PHP
10 6 (1.58%) Perl
11 5 (1.32%) ABAP
11 5 (1.32%) PL/SQL
11 5 (1.32%) PowerShell
12 4 (1.05%) C
13 3 (0.79%) Jython
13 3 (0.79%) Shell Script
14 2 (0.53%) Scala
15 1 (0.26%) Apex Code
15 1 (0.26%) F#
Qualifications
1 75 (19.74%) Degree
2 17 (4.47%) Security Cleared
3 9 (2.37%) ITIL Certification
4 4 (1.05%) DV Cleared
5 3 (0.79%) ISEB
6 2 (0.53%) PRINCE2 Practitioner
6 2 (0.53%) SC Cleared
7 1 (0.26%) ISTQB
7 1 (0.26%) PMI Certification
Quality Assurance & Compliance
1 123 (32.37%) Data Quality
2 23 (6.05%) EMIR
3 15 (3.95%) CRD IV
3 15 (3.95%) MiFID
4 14 (3.68%) Sarbanes-Oxley
5 10 (2.63%) QA
6 9 (2.37%) ISO/IEC 27001
7 8 (2.11%) Dodd-Frank
7 8 (2.11%) FATCA
7 8 (2.11%) SLA
8 4 (1.05%) JSP 440
9 2 (0.53%) PCI DSS
10 1 (0.26%) ISO 9001
System Software
1 15 (3.95%) Active Directory
2 3 (0.79%) VMware Infrastructure
3 1 (0.26%) Apache Flume
Systems Management
1 10 (2.63%) Oracle EDQ
2 6 (1.58%) SCCM
2 6 (1.58%) Systems Management Server (SMS)
Vendors
1 109 (28.68%) Oracle
2 97 (25.53%) Microsoft
3 78 (20.53%) SAP
4 50 (13.16%) Informatica
5 49 (12.89%) Tableau
6 22 (5.79%) IBM
7 15 (3.95%) Salesforce.com
7 15 (3.95%) Talend
8 10 (2.63%) DataFlux
9 9 (2.37%) Teradata
9 9 (2.37%) Trillium
10 8 (2.11%) MicroStrategy
11 6 (1.58%) Altiris
11 6 (1.58%) Citrix
11 6 (1.58%) Cognos
11 6 (1.58%) ESRI
11 6 (1.58%) PeopleSoft
12 5 (1.32%) Zend
13 4 (1.05%) Google
13 4 (1.05%) hybris
High Wycombe, Buckinghamshire
AAP3
Salary: £30000.00 - £40000 per annum + Bens
Posted: 23 hours ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £60000 - £70000 per annum + benefits
Posted: Yesterday
London
Oliver James Associates
Salary: £70000 - £80000 per annum + Car, Bonus, Pension, Cash Pot
Posted: Yesterday
Manchester, Lancashire
Oliver James Associates
Posted: Yesterday
London
Best Practice Talent Solutions, Ltd
Salary: Bonus + Benefits
Posted: Yesterday
Edinburgh, Midlothian
Harvey Nash plc
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40k - £55k plus attractive benefits
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 4 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 4 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 4 days ago
Nottingham
Experian
Salary: £competitive + excellent benefits
Posted: 4 days ago
Dunstable, Bedfordshire
Crimson Ltd
Salary: £45000 - £50000 per annum + Benefits
Posted: 4 days ago
Guildford, Surrey
Eutopia Solutions Ltd
Salary: £30000 - £37000 per annum + Benefits
Posted: 4 days ago
Cardiff
LexisNexis Risk Solutions UK
Salary: £30,000 - £45,000 per year
Posted: 5 days ago
Cardiff
LexisNexis Risk Solutions UK
Salary: £30,000 - £45,000 per year
Posted: 5 days ago
Slough, Berkshire
Understanding Recruitment
Salary: £35000.00 - £38000.00 per annum + Execllent Benefits
Posted: 6 days ago
Chelmsford, Essex
W H Marriage Sons Ltd
Salary: Competative Salary
Posted: 8 days ago
Manchester
Shortlist Recruitment
Salary: £30000 - £40000 per annum + Bonus, Pension, Healthcare
Posted: 9 days ago
Billingshurst
Recruitment Revolution Limited
Salary: £18,000 to £22,000 depending on experience
Posted: 9 days ago
Ellesmere Port, Merseyside
Bray leino
Salary: Competitive Salary + Benefits
Posted: 18 days ago
City of London
iKas International
Salary: £30000 - £50000 per annum + Benefits
Posted: 19 days ago
London
Mason Frank International
Salary: £30000 - £40000 per annum
Posted: 22 days ago
London
Mason Frank International
Salary: £28000 - £32000 per annum + Bonus
Posted: 23 days ago
Swindon
National Trust
Posted: 25 days ago
Leicester
Churchill Frank International
Posted: 26 days ago