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 29 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Dec 2014
Same period 2013 Same period 2012
Data Cleansing (Data Scrubbing)
Rank 684 662 743
Rank change year-on-year
-22 +81
Permanent jobs citing Data Cleansing 206 241 153
As % of all permanent IT jobs located in the UK 0.19% 0.22% 0.13%
As % of the Processes & Methodologies category 0.23% 0.27% 0.17%
Number of salaries quoted 156 174 133
Average salary £45,000 £47,500 £47,500
Average salary % change year-on-year
-5.26% -
90% offered a salary of more than £30,000 £30,500 £29,100
10% offered a salary of more than £70,000 £69,550 £62,250
UK excluding London average salary £41,500 £41,934 £50,000
% change year-on-year
-1.03% -16.13%

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
90475 88205 90651
As % of all permanent IT jobs located in the UK 82.32% 81.88% 79.60%
Number of salaries quoted 74561 70659 77237
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £70,000 £74,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 29 December 2014 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 29 December 2014. 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 -23 199 £45,000 -5.26% 21
London +21 101 £55,000 +7.84% 13
South East -10 42 £42,500 +6.25% 1
North West +10 34 £40,000 -5.32% 2
Manchester +10 30 £40,000 -5.32% 1
Egham +7 24 - -
Surrey +5 24 - -
City of London +10 16 £47,500 -15.55% 1
Buckinghamshire +5 9 £42,500 +11.84% 1
Docklands, London -6 9 £70,000 +32.07%
West Midlands -24 8 £42,500 -19.04% 1
Hampshire -24 7 £41,500 +1.21%
Milton Keynes - 6 £42,500 - 1
Kingston Upon Thames - 5 £45,000 -
Scotland +8 4 £40,000 -42.85% 1
Midlands -4 4 - - 2
South West -18 4 £37,500 -6.25%
Birmingham -23 4 £42,500 -19.04%
Brentford - 4 £43,500 -
Cheshire -3 3 £27,000 - 1
Glasgow - 3 - -
Solihull - 3 £29,265 -
East Midlands +25 2 £38,500 - 1
Bristol +6 2 £37,500 -12.79%
East of England -49 2 £32,500 -21.68% 1
Wales - 2 £28,375 - 4
Lincoln - 2 £38,500 -
Kent - 2 £62,500 -
Lincolnshire - 2 £38,500 -
Winsford - 2 £26,500 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 29 December 2014, 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.

1 301 (62.84%) SQL
2 216 (45.09%) Business Intelligence
3 199 (41.54%) ETL
4 191 (39.87%) Finance
5 181 (37.79%) SQL Server
6 157 (32.78%) Migration
7 148 (30.90%) SQL Server Integration Services
8 146 (30.48%) Data Modelling
8 146 (30.48%) Data Warehouse
9 144 (30.06%) Data Migration
10 136 (28.39%) Oracle
11 131 (27.35%) Data Analysis
12 119 (24.84%) Data Management
13 118 (24.63%) SQL Server Reporting Services
14 117 (24.43%) Agile Software Development
15 116 (24.22%) CRM
16 109 (22.76%) Analytical Skills
17 108 (22.55%) SAP
18 95 (19.83%) SQL Server Analysis Services
19 90 (18.79%) Informatica
20 88 (18.37%) Project Management
21 76 (15.87%) SAP Data Services
22 75 (15.66%) SharePoint
23 70 (14.61%) Business Development
24 69 (14.41%) MS Excel
25 68 (14.20%) SQL Server 2008
26 62 (12.94%) DataStage
27 59 (12.32%) Business Transformation
27 59 (12.32%) Validation
28 57 (11.90%) Risk Management

Data Cleansing
Top Related IT Skills by Category

For the 6 months to 29 December 2014, 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 75 (15.66%) SharePoint
2 16 (3.34%) SAS
3 4 (0.84%) BizTalk Server
3 4 (0.84%) WebSphere
4 3 (0.63%) Oracle Workflow
5 2 (0.42%) Oracle Service Bus
Applications
1 69 (14.41%) MS Excel
2 52 (10.86%) PowerPivot
3 16 (3.34%) MS Office
4 9 (1.88%) SPSS
5 5 (1.04%) Stata
6 2 (0.42%) Spreadsheet
6 2 (0.42%) MS Project
6 2 (0.42%) MS Visio
7 1 (0.21%) MS PowerPoint
Business Applications
1 25 (5.22%) Cognos TM1
2 11 (2.30%) Dynamics CRM
3 8 (1.67%) Cognos Business Intelligence
3 8 (1.67%) SAP ERP
3 8 (1.67%) SAP CRM
4 5 (1.04%) Dynamics AX
5 4 (0.84%) SAP Oil and Gas
6 2 (0.42%) Dynamics NAV
6 2 (0.42%) SAP HR
6 2 (0.42%) Movex
7 1 (0.21%) Agresso
7 1 (0.21%) SAP FI
7 1 (0.21%) Oracle EBS
7 1 (0.21%) SAP FI/CO
7 1 (0.21%) SAP MDM
7 1 (0.21%) SAP CO
Cloud Services
1 8 (1.67%) Cloud Computing
1 8 (1.67%) SaaS
Communications & Networking
1 7 (1.46%) Wi-Fi
2 2 (0.42%) HTTP
3 1 (0.21%) HTTPS
3 1 (0.21%) SSL
Database & Business Intelligence
1 181 (37.79%) SQL Server
2 148 (30.90%) SQL Server Integration Services
3 146 (30.48%) Data Warehouse
4 118 (24.63%) SQL Server Reporting Services
5 95 (19.83%) SQL Server Analysis Services
6 76 (15.87%) SAP Data Services
7 68 (14.20%) SQL Server 2008
8 62 (12.94%) DataStage
9 51 (10.65%) Data Mining
10 44 (9.19%) QlikView
11 35 (7.31%) Oracle Database
12 32 (6.68%) OLAP
13 28 (5.85%) BusinessObjects
14 24 (5.01%) Oracle BI EE
14 24 (5.01%) Oracle ODI
15 22 (4.59%) OLAP Cube
16 19 (3.97%) Relational Database
16 19 (3.97%) Oracle OLAP
17 18 (3.76%) MySQL
18 16 (3.34%) MS Access
Development Applications
1 18 (3.76%) LSMW
2 15 (3.13%) Team Foundation Server
3 14 (2.92%) Toad
4 8 (1.67%) Visual Studio Team System
5 7 (1.46%) Talend Open Studio
6 4 (0.84%) Rational Functional Tester
6 4 (0.84%) QuickTest Pro
6 4 (0.84%) FitNesse
7 2 (0.42%) ERwin
General
1 191 (39.87%) Finance
2 56 (11.69%) Legal
3 38 (7.93%) Retail
4 24 (5.01%) Marketing
5 22 (4.59%) Banking
6 12 (2.51%) Manufacturing
7 8 (1.67%) Telecoms
7 8 (1.67%) Games
8 7 (1.46%) Billing
9 6 (1.25%) Advertising
9 6 (1.25%) Dutch Language
10 5 (1.04%) Back Office
10 5 (1.04%) Investment Banking
11 4 (0.84%) Pharmaceutical
12 3 (0.63%) Front Office
13 1 (0.21%) Financial Institution
13 1 (0.21%) Publishing
13 1 (0.21%) Retail Banking
13 1 (0.21%) Law
13 1 (0.21%) French Language
Job Titles
1 135 (28.18%) Developer
2 119 (24.84%) Analyst
3 96 (20.04%) Business Intelligence Developer
4 65 (13.57%) Data Manager
5 62 (12.94%) Data Analyst
6 60 (12.53%) SAP Manager
7 58 (12.11%) SAP Data Manager
8 49 (10.23%) Business Analyst
9 46 (9.60%) Senior Developer
10 41 (8.56%) Consultant
11 38 (7.93%) Senior Business Intelligence Developer
12 31 (6.47%) Business Developer
13 23 (4.80%) Business Intelligence Specialist
14 22 (4.59%) Architect
14 22 (4.59%) Data Migration Analyst
15 20 (4.18%) Systems Analyst
15 20 (4.18%) Data Consultant
16 19 (3.97%) Business Systems Analyst
17 18 (3.76%) Data Quality Specialist
18 17 (3.55%) Designer
Libraries, Frameworks & Software Standards
1 27 (5.64%) XML
2 25 (5.22%) .NET
3 17 (3.55%) SOAP
4 14 (2.92%) HTML
5 13 (2.71%) Web Services
6 12 (2.51%) ASP.NET
6 12 (2.51%) Middleware
7 10 (2.09%) LINQ
7 10 (2.09%) WCF
8 6 (1.25%) MDX
8 6 (1.25%) WSDL
9 5 (1.04%) EDI
9 5 (1.04%) CSS
9 5 (1.04%) HTML5
10 3 (0.63%) ADO
11 2 (0.42%) ADO.NET
11 2 (0.42%) XSL
11 2 (0.42%) UDDI
11 2 (0.42%) Ajax
11 2 (0.42%) NHibernate
Miscellaneous
1 109 (22.76%) Analytical Skills
2 34 (7.10%) Management Information System
2 34 (7.10%) Data Integration
3 30 (6.26%) Data Conversion
4 21 (4.38%) Visualisation
4 21 (4.38%) Computer Science
5 13 (2.71%) Enterprise Software
6 12 (2.51%) User Experience
6 12 (2.51%) Oracle Exalytics
7 11 (2.30%) GIS
8 10 (2.09%) Statistics
9 9 (1.88%) Data Extraction
10 8 (1.67%) Data Structures
11 7 (1.46%) Mathematics
12 6 (1.25%) e-Health
12 6 (1.25%) NHS
13 5 (1.04%) Equities
13 5 (1.04%) Fixed Income
13 5 (1.04%) SWIFT
14 3 (0.63%) Hedge funds
Operating Systems
1 20 (4.18%) Windows
2 19 (3.97%) UNIX
3 14 (2.92%) Linux
4 5 (1.04%) Windows XP
5 4 (0.84%) Windows Server 2008
6 2 (0.42%) Windows Server 2012
Processes & Methodologies
1 216 (45.09%) Business Intelligence
2 199 (41.54%) ETL
3 157 (32.78%) Migration
4 146 (30.48%) Data Modelling
5 144 (30.06%) Data Migration
6 131 (27.35%) Data Analysis
7 119 (24.84%) Data Management
8 117 (24.43%) Agile Software Development
9 116 (24.22%) CRM
10 88 (18.37%) Project Management
11 70 (14.61%) Business Development
12 59 (12.32%) Validation
12 59 (12.32%) Business Transformation
13 57 (11.90%) Risk Management
14 55 (11.48%) Coaching
15 51 (10.65%) Analytics
16 46 (9.60%) Campaign Management
17 39 (8.14%) Performance Tuning
18 37 (7.72%) ERP
19 35 (7.31%) Data Governance
Programming Languages
1 301 (62.84%) SQL
2 57 (11.90%) T-SQL
3 47 (9.81%) C#
4 28 (5.85%) Java
4 28 (5.85%) VB
5 23 (4.80%) VBA
6 19 (3.97%) PL/SQL
7 18 (3.76%) C
8 16 (3.34%) Python
9 14 (2.92%) ABAP
10 8 (1.67%) JavaScript
11 6 (1.25%) PHP
12 5 (1.04%) MATLAB
12 5 (1.04%) C++
12 5 (1.04%) R
13 4 (0.84%) Perl
14 3 (0.63%) PowerShell
15 2 (0.42%) VB.NET
16 1 (0.21%) Apex Code
Qualifications
1 36 (7.52%) Security Cleared
2 33 (6.89%) Degree
3 12 (2.51%) SC Cleared
3 12 (2.51%) ISTQB
3 12 (2.51%) ISEB
4 11 (2.30%) ITIL Certification
4 11 (2.30%) DV Cleared
5 8 (1.67%) SAP Certification
5 8 (1.67%) ISTQB Foundation Certification
6 3 (0.63%) CRISC
6 3 (0.63%) ISACA
7 2 (0.42%) HNC
7 2 (0.42%) HND
Quality Assurance & Compliance
1 37 (7.72%) Data Quality
2 11 (2.30%) QA
2 11 (2.30%) JSP 440
3 5 (1.04%) ISO 9001
3 5 (1.04%) ISO/IEC 27001
Vendors
1 136 (28.39%) Oracle
2 108 (22.55%) SAP
3 90 (18.79%) Informatica
4 57 (11.90%) Cognos
5 47 (9.81%) Business Objects
6 37 (7.72%) Microsoft
7 26 (5.43%) IBM
7 26 (5.43%) Salesforce.com
8 10 (2.09%) Siebel
9 7 (1.46%) DataFlux
9 7 (1.46%) SolarWinds
9 7 (1.46%) Tableau
9 7 (1.46%) Talend
10 5 (1.04%) Hyperion
11 4 (0.84%) Sybase
11 4 (0.84%) MicroStrategy
11 4 (0.84%) Ab Initio
11 4 (0.84%) Teradata
12 3 (0.63%) Netezza
13 2 (0.42%) Logi Analytics
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