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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 721 747 762
Rank change year-on-year
+26 +15
Permanent jobs citing Data Cleansing 202 220 242
As % of all permanent IT jobs located in the UK 0.21% 0.20% 0.20%
As % of the Processes & Methodologies category 0.23% 0.24% 0.23%
Number of salaries quoted 165 140 185
Median salary £42,500 £47,500 £47,500
Median salary % change year-on-year
-10.52% -
90% offered a salary of more than £30,800 £26,901 £30,000
10% offered a salary of more than £65,000 £80,000 £70,000
UK excluding London median salary £42,500 £40,000 £44,000
% change year-on-year
+6.25% -9.09%

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
86262 93359 103515
As % of all permanent IT jobs located in the UK 87.85% 86.36% 85.34%
Number of salaries quoted 71870 75862 84172
Median salary £50,000 £50,000 £47,500
Median 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 £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 30 May 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 30 May 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 +27 187 £42,500 -5.55% 22
London +31 99 £42,500 -34.61% 9
South East +30 40 £42,500 +2.40% 4
South West +32 24 £38,750 -18.42% 1
City of London +61 19 £43,750 -23.91% 2
Oxfordshire +2 17 £45,000 +12.50% 1
Bristol +19 13 £37,500 -21.05% 1
West Midlands -19 9 £37,500 -6.25%
Kent - 9 £45,000 -
North West +7 8 £30,000 -9.77% 4
Manchester +2 7 £28,750 +33.72% 2
Surrey -7 6 £41,500 +3.75%
Bath - 6 £43,828 -
Sittingbourne - 6 £45,000 -
Somerset - 6 £43,828 -
East of England +32 5 £46,250 +23.33% 1
Berkshire +21 5 £42,000 -6.66% 1
Slough +8 5 £42,000 +20.00%
Wimbledon - 5 - -
Egham +17 4 £42,000 -
Wiltshire +10 4 - -
Brighton - 4 £41,545 -
Kidlington - 4 £45,000 -
Hayes - 4 £42,000 -
Reading - 4 £42,000 - 1
Staines - 4 £42,000 -
Swindon - 4 - -
Twickenham - 4 £42,000 -
Windsor - 4 £42,000 -
East Sussex - 4 £41,545 -

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 30 May 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.

1 197 (51.17%) SQL
2 141 (36.62%) ETL
3 128 (33.25%) Finance
4 123 (31.95%) Data Management
5 118 (30.65%) Business Intelligence
6 110 (28.57%) SQL Server
7 108 (28.05%) Microsoft
8 102 (26.49%) Data Quality
9 97 (25.19%) Oracle
10 92 (23.90%) MS Excel
11 91 (23.64%) Analytical Skills
12 88 (22.86%) Data Warehouse
13 87 (22.60%) Data Analysis
14 84 (21.82%) Data Modelling
15 82 (21.30%) Degree
16 81 (21.04%) Analytics
16 81 (21.04%) Migration
17 64 (16.62%) SAP
18 62 (16.10%) Big Data
19 61 (15.84%) Retail
20 59 (15.32%) Data Governance
21 58 (15.06%) Informatica
22 57 (14.81%) Tableau
23 52 (13.51%) Management Information System
24 49 (12.73%) SQL Server Integration Services
25 47 (12.21%) SQL Server Reporting Services
26 46 (11.95%) Data Migration
27 43 (11.17%) Banking
28 42 (10.91%) Project Management
28 42 (10.91%) CRM

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 (6.23%) SAS
2 11 (2.86%) SharePoint
3 9 (2.34%) JBoss
4 8 (2.08%) IIS
5 6 (1.56%) Confluence
5 6 (1.56%) Tomcat
6 5 (1.30%) Liferay
6 5 (1.30%) SharePoint 2013
7 4 (1.04%) Apache
8 3 (0.78%) Apache Spark
8 3 (0.78%) NetWeaver
8 3 (0.78%) SAP EP
8 3 (0.78%) SAP Portal
9 2 (0.52%) Elasticsearch
9 2 (0.52%) GemFire
9 2 (0.52%) Oracle Coherence
10 1 (0.26%) Apache Solr
10 1 (0.26%) CMS
Applications
1 92 (23.90%) MS Excel
2 31 (8.05%) MS Office
3 23 (5.97%) SPSS
4 14 (3.64%) MS PowerPoint
5 6 (1.56%) MS Visio
6 4 (1.04%) MS Project
7 2 (0.52%) Spreadsheet
Business Applications
1 23 (5.97%) Dynamics CRM
2 7 (1.82%) Salesforce.com CRM
3 5 (1.30%) SAP Oil and Gas
4 4 (1.04%) Dynamics AX
4 4 (1.04%) OpenText VIM for SAP
4 4 (1.04%) SAP CO
4 4 (1.04%) SAP FI
4 4 (1.04%) SAP FI/CO
4 4 (1.04%) SAP MDM
4 4 (1.04%) SAP MM
4 4 (1.04%) SAP SD
5 3 (0.78%) SAP SRM
6 2 (0.52%) Changepoint
6 2 (0.52%) Oracle ERP
7 1 (0.26%) FastStats
7 1 (0.26%) FastStats PeopleStage
7 1 (0.26%) Maximo
7 1 (0.26%) SAP BPC
7 1 (0.26%) SAP ERP
7 1 (0.26%) SAP IS-U
Cloud Services
1 7 (1.82%) Amazon AWS
2 5 (1.30%) Amazon EC2
2 5 (1.30%) Microsoft Azure
3 1 (0.26%) FinancialForce.com
3 1 (0.26%) Force.com
3 1 (0.26%) Google Apps
3 1 (0.26%) SaaS
Communications & Networking
1 8 (2.08%) Internet
2 1 (0.26%) SNA
Database & Business Intelligence
1 110 (28.57%) SQL Server
2 88 (22.86%) Data Warehouse
3 62 (16.10%) Big Data
4 49 (12.73%) SQL Server Integration Services
5 47 (12.21%) SQL Server Reporting Services
6 37 (9.61%) QlikView
7 34 (8.83%) SAP Data Services
8 31 (8.05%) Relational Database
9 28 (7.27%) Data Mining
9 28 (7.27%) DataStage
10 27 (7.01%) BusinessObjects
11 23 (5.97%) MS Access
12 21 (5.45%) SQL Server Analysis Services
13 16 (4.16%) RDBMS
13 16 (4.16%) Spotfire
14 14 (3.64%) MySQL
14 14 (3.64%) Power BI
15 13 (3.38%) Oracle Reports
15 13 (3.38%) PowerPivot
16 12 (3.12%) DB2
Development Applications
1 28 (7.27%) Talend Open Studio
2 15 (3.90%) JIRA
3 11 (2.86%) LSMW
4 10 (2.60%) Jenkins
5 7 (1.82%) ERwin
6 6 (1.56%) Selenium
7 5 (1.30%) Git (software)
7 5 (1.30%) Subversion
8 4 (1.04%) Maven
9 3 (0.78%) Visual Studio
10 2 (0.52%) SQL Server Management Studio (SSMS)
11 1 (0.26%) MSTest
11 1 (0.26%) NUnit
11 1 (0.26%) Oracle APEX
General
1 128 (33.25%) Finance
2 61 (15.84%) Retail
3 43 (11.17%) Banking
4 36 (9.35%) Legal
5 29 (7.53%) Marketing
6 16 (4.16%) Pharmaceutical
7 11 (2.86%) Telecoms
8 10 (2.60%) Billing
8 10 (2.60%) International Banking
9 9 (2.34%) Automotive
9 9 (2.34%) Financial Institution
9 9 (2.34%) Manufacturing
10 7 (1.82%) Publishing
11 5 (1.30%) Electronics
12 3 (0.78%) Front Office
12 3 (0.78%) Games
12 3 (0.78%) Italian Language
12 3 (0.78%) Polish Language
12 3 (0.78%) Spanish Language
12 3 (0.78%) Swedish Language
Job Titles
1 131 (34.03%) Analyst
2 75 (19.48%) Data Analyst
3 68 (17.66%) Developer
4 51 (13.25%) Consultant
5 44 (11.43%) Data Manager
6 35 (9.09%) Administrator
7 30 (7.79%) Data Consultant
8 29 (7.53%) SQL Analyst
9 22 (5.71%) Architect
10 21 (5.45%) Senior Consultant
11 18 (4.68%) Business Intelligence Analyst
11 18 (4.68%) SAP Manager
11 18 (4.68%) SQL Data Analyst
12 17 (4.42%) Business Intelligence Developer
12 17 (4.42%) DBA
12 17 (4.42%) SAP Data Manager
13 15 (3.90%) Business Analyst
13 15 (3.90%) SQL Developer
14 14 (3.64%) Data Architect
15 13 (3.38%) SAP Consultant
Libraries, Frameworks & Software Standards
1 20 (5.19%) .NET
2 15 (3.90%) XML
3 13 (3.38%) ASP.NET
4 12 (3.12%) Web Services
5 11 (2.86%) MDX
6 7 (1.82%) HTML
6 7 (1.82%) Spring
7 6 (1.56%) jQuery
8 4 (1.04%) D3.js
8 4 (1.04%) Ext JS
8 4 (1.04%) Hibernate
8 4 (1.04%) J2EE
8 4 (1.04%) JSP
8 4 (1.04%) RESTful
9 3 (0.78%) BAPI
9 3 (0.78%) SAP ALE
9 3 (0.78%) SAP Basis
9 3 (0.78%) SAP PI
9 3 (0.78%) SAP XI
9 3 (0.78%) Web Dynpro
Miscellaneous
1 91 (23.64%) Analytical Skills
2 52 (13.51%) Management Information System
3 35 (9.09%) Visualisation
4 29 (7.53%) Computer Science
5 28 (7.27%) Data Integration
6 19 (4.94%) Mathematics
7 18 (4.68%) Data Extraction
8 12 (3.12%) Data Structures
9 11 (2.86%) Data Conversion
10 10 (2.60%) Semantic Web
11 9 (2.34%) Replication
12 8 (2.08%) Reference Data
13 6 (1.56%) Mobile App
13 6 (1.56%) SCADA
13 6 (1.56%) Smart Meter
14 4 (1.04%) Data Protection Act
14 4 (1.04%) Derivative
14 4 (1.04%) Enterprise Software
14 4 (1.04%) Statistics
15 3 (0.78%) Online Games
Operating Systems
1 16 (4.16%) Linux
2 7 (1.82%) Unix
3 6 (1.56%) Windows
4 2 (0.52%) Windows Server
5 1 (0.26%) AIX
5 1 (0.26%) Debian
Processes & Methodologies
1 141 (36.62%) ETL
2 123 (31.95%) Data Management
3 118 (30.65%) Business Intelligence
4 87 (22.60%) Data Analysis
5 84 (21.82%) Data Modelling
6 81 (21.04%) Analytics
6 81 (21.04%) Migration
7 59 (15.32%) Data Governance
8 46 (11.95%) Data Migration
9 42 (10.91%) CRM
9 42 (10.91%) Project Management
10 38 (9.87%) Agile Software Development
11 34 (8.83%) Coaching
12 33 (8.57%) Data Architecture
13 31 (8.05%) Stakeholder Management
14 29 (7.53%) Business Analysis
15 25 (6.49%) Data Analytics
16 24 (6.23%) Data Mapping
16 24 (6.23%) Risk Management
17 23 (5.97%) Information Management
Programming Languages
1 197 (51.17%) SQL
2 40 (10.39%) VBA
3 38 (9.87%) T-SQL
4 26 (6.75%) C#
4 26 (6.75%) Java
5 18 (4.68%) Python
6 17 (4.42%) PL/SQL
7 16 (4.16%) JavaScript
8 15 (3.90%) R
9 12 (3.12%) ABAP
10 9 (2.34%) PHP
10 9 (2.34%) VB
11 8 (2.08%) PowerShell
12 4 (1.04%) Scala
13 3 (0.78%) Data Analysis Expressions (DAX)
13 3 (0.78%) Perl
13 3 (0.78%) VBScript
14 2 (0.52%) C
14 2 (0.52%) Shell Script
15 1 (0.26%) Data Mining Extensions (DMX)
Qualifications
1 82 (21.30%) Degree
2 25 (6.49%) Security Cleared
3 10 (2.60%) SC Cleared
4 2 (0.52%) Chartered Engineer
4 2 (0.52%) PMI Certification
4 2 (0.52%) PMP
4 2 (0.52%) SAP Certification
5 1 (0.26%) CISSP
5 1 (0.26%) ITIL Foundation Certificate
5 1 (0.26%) PhD
Quality Assurance & Compliance
1 102 (26.49%) Data Quality
2 23 (5.97%) EMIR
3 16 (4.16%) QA
4 13 (3.38%) CRD IV
4 13 (3.38%) MiFID
5 10 (2.60%) Dodd-Frank
5 10 (2.60%) FATCA
6 9 (2.34%) PCI DSS
7 5 (1.30%) ISO/IEC 27001
8 4 (1.04%) SLA
9 1 (0.26%) COBIT
9 1 (0.26%) ISO 9001
System Software
1 5 (1.30%) Active Directory
2 1 (0.26%) Apache Flume
Vendors
1 108 (28.05%) Microsoft
2 97 (25.19%) Oracle
3 64 (16.62%) SAP
4 58 (15.06%) Informatica
5 57 (14.81%) Tableau
6 31 (8.05%) Salesforce.com
7 28 (7.27%) Talend
8 20 (5.19%) IBM
9 15 (3.90%) MicroStrategy
10 10 (2.60%) Capita
11 7 (1.82%) Cognos
12 6 (1.56%) ESRI
13 5 (1.30%) Teradata
13 5 (1.30%) Zend
14 4 (1.04%) Hyperion
14 4 (1.04%) IFS
15 3 (0.78%) Cognizant
15 3 (0.78%) DataFlux
15 3 (0.78%) Google
15 3 (0.78%) IBM Sterling
Cardiff, South Glamorgan
HAYS INFORMATION TECHNOLOGY
Salary: £34000.00 - £35000.00 per annum + fantastic benefits
Posted: 3 days ago
Lytham St. Annes, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
York, North Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £35000.00 per annum + excellent bens
Posted: 6 days ago
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: 6 days ago
Manchester
Robert Walters UK
Salary: £60000 - £70000 per annum
Posted: 10 days ago
Edinburgh, Midlothian
Oliver James Associates
Salary: £80000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 6 days ago
Tyne and Wear
Churchill Frank International
Salary: £50000 - £60000 per annum + Bonus
Posted: 11 days ago
Central London / West End
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 6 days ago
Reading
Recruitment Revolution Limited
Salary: £28,000 - £34,000
Posted: 10 days ago
London
Talent Point
Salary: £48000.00 - £58000.00 per annum + bonus and benefits
Posted: 19 days ago
London
360 Resourcing Solutions .
Salary: £24k - 25.5k per year
Posted: 11 days ago
Abingdon, Oxfordshire
Corriculo
Salary: £30,000 - £35,000 per year
Posted: 27 days ago
Glasgow
Recruitment Revolution Limited
Salary: Competitive Salary + Benefits Package
Posted: 19 days ago
London
Mason Frank International
Posted: 18 days ago
Carlisle
Capita Internal Resourcing (Capita RPO)
Salary: £16000.00 per annum
Posted: 13 days ago
City of London
Hays London City Cheapside
Salary: £40000.00 - £50000.00 per annum
Posted: 26 days ago
Leeds
Capita plc
Posted: 27 days ago