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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 689 746 713
Rank change year-on-year
+57 -33
Permanent jobs citing Data Cleansing 218 221 273
As % of all permanent IT jobs located in the UK 0.23% 0.20% 0.24%
As % of the Processes & Methodologies category 0.26% 0.23% 0.28%
Number of salaries quoted 173 170 214
Median salary £45,000 £45,000 £41,500
Median salary % change year-on-year
- +8.43%
90% offered a salary of more than £29,200 £28,987 £28,730
10% offered a salary of more than £65,000 £65,000 £67,500
UK excluding London median salary £40,000 £40,000 £40,000

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
83876 95652 97563
As % of all permanent IT jobs located in the UK 88.27% 87.52% 85.33%
Number of salaries quoted 69767 79052 78125
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 £32,500 £30,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 29 September 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 29 September 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 +65 207 £45,000 - 22
London +62 100 £50,000 +2.56% 11
South East +43 52 £45,000 +38.46% 6
East Sussex - 21 £45,000 - 2
Brighton - 21 £45,000 - 2
City of London +46 19 £57,500 -4.16% 2
North West +7 17 £39,000 +30.00% 1
South West -7 12 £37,500 -16.66% 1
West Midlands -14 12 £47,500 -13.63% 1
Hampshire +22 11 £45,000 +40.62% 1
East Midlands +22 9 £33,500 -9.45% 1
Staffordshire +7 9 £50,000 -16.66%
Manchester +1 9 £40,000 +66.66% 1
Surrey +18 8 - -
Bristol +8 8 £37,500 +13.63%
Egham +6 8 - -
Leicester - 7 £26,250 -
Leicestershire - 7 £26,250 -
Wimbledon - 7 - -
East of England +6 6 £45,000 -19.64%
West Sussex - 6 £50,000 - 1
Scotland +23 5 £36,500 -23.15%
Lichfield -3 5 £50,000 -16.66%
Gatwick - 5 £50,000 -
Beckenham - 5 £42,500 - 1
Farnborough - 5 £45,000 -
Cheshire +31 4 £40,000 -5.88%
South Wales +4 4 £36,000 +10.76%
Wales 0 4 £36,000 +10.76%
Liverpool -16 4 £19,000 -36.66%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 29 September 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.

1 255 (60.43%) SQL
2 188 (44.55%) Business Intelligence
3 170 (40.28%) ETL
4 158 (37.44%) SQL Server
5 148 (35.07%) Finance
6 144 (34.12%) Data Quality
7 133 (31.52%) Microsoft
8 130 (30.81%) Oracle
9 129 (30.57%) Data Management
10 110 (26.07%) Migration
11 106 (25.12%) Analytical Skills
12 102 (24.17%) MS Excel
13 101 (23.93%) Data Modelling
14 97 (22.99%) Data Analysis
15 94 (22.27%) Data Warehouse
16 87 (20.62%) Data Migration
17 85 (20.14%) Degree
18 79 (18.72%) T-SQL
19 77 (18.25%) Analytics
20 75 (17.77%) Management Information System
21 64 (15.17%) Tableau
22 63 (14.93%) SQL Server Integration Services
22 63 (14.93%) Informatica
23 61 (14.45%) SQL Server Reporting Services
23 61 (14.45%) Visualisation
24 54 (12.80%) SAP
25 52 (12.32%) Data Governance
26 51 (12.09%) Legal
27 49 (11.61%) Retail
27 49 (11.61%) MS Office

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 27 (6.40%) IIS
2 21 (4.98%) SAS
3 14 (3.32%) SharePoint
4 7 (1.66%) Confluence
4 7 (1.66%) JBoss
5 3 (0.71%) Apache
6 2 (0.47%) SharePoint 2013
6 2 (0.47%) Tomcat
7 1 (0.24%) Apache Pig
7 1 (0.24%) Apache Spark
7 1 (0.24%) Elasticsearch
7 1 (0.24%) Oracle Workflow
Applications
1 102 (24.17%) MS Excel
2 49 (11.61%) MS Office
3 21 (4.98%) MS PowerPoint
4 10 (2.37%) MS Visio
5 9 (2.13%) SPSS
6 6 (1.42%) MS Project
Business Applications
1 9 (2.13%) OpenText VIM for SAP
1 9 (2.13%) SAP CO
1 9 (2.13%) SAP FI
1 9 (2.13%) SAP FI/CO
1 9 (2.13%) SAP MDM
1 9 (2.13%) SAP MM
1 9 (2.13%) SAP SD
2 8 (1.90%) Dynamics CRM
3 6 (1.42%) SAP Oil and Gas
4 5 (1.18%) SAP CRM
5 4 (0.95%) Adobe Campaign
6 3 (0.71%) Cognos TM1
6 3 (0.71%) Dynamics AX
6 3 (0.71%) Oracle ERP
7 2 (0.47%) Cognos Business Intelligence
7 2 (0.47%) Oracle CRM
7 2 (0.47%) Oracle Internet Expenses
7 2 (0.47%) Oracle Procure-to-Pay
8 1 (0.24%) Sage CRM
8 1 (0.24%) Salesforce.com CRM
Cloud Services
1 5 (1.18%) Amazon AWS
2 4 (0.95%) Microsoft Azure
3 1 (0.24%) Force.com
3 1 (0.24%) SaaS
Communications & Networking
1 21 (4.98%) Internet
2 5 (1.18%) Intranet
3 1 (0.24%) DHCP
3 1 (0.24%) FTP
3 1 (0.24%) HTTP
Database & Business Intelligence
1 158 (37.44%) SQL Server
2 94 (22.27%) Data Warehouse
3 63 (14.93%) SQL Server Integration Services
4 61 (14.45%) SQL Server Reporting Services
5 45 (10.66%) Big Data
6 44 (10.43%) Relational Database
7 40 (9.48%) QlikView
8 32 (7.58%) PowerPivot
8 32 (7.58%) SQL Server Analysis Services
9 30 (7.11%) Data Mining
10 29 (6.87%) Power BI
11 24 (5.69%) BusinessObjects
11 24 (5.69%) SAP Data Services
12 23 (5.45%) SQL Server 2014
13 21 (4.98%) SQL Server 2012
14 18 (4.27%) MS Access
14 18 (4.27%) Star Schema
15 17 (4.03%) DB2
16 16 (3.79%) RDBMS
17 15 (3.55%) Microsoft Analysis Services
Development Applications
1 30 (7.11%) Talend Open Studio
2 15 (3.55%) ERwin
3 14 (3.32%) JIRA
4 12 (2.84%) LSMW
5 8 (1.90%) Jenkins
6 6 (1.42%) Selenium
7 3 (0.71%) MSBuild
8 2 (0.47%) Git (software)
8 2 (0.47%) Maven
8 2 (0.47%) Subversion
8 2 (0.47%) Visual Studio
9 1 (0.24%) MSTest
9 1 (0.24%) NUnit
9 1 (0.24%) Octopus Deploy
General
1 148 (35.07%) Finance
2 51 (12.09%) Legal
3 49 (11.61%) Retail
4 32 (7.58%) Marketing
5 23 (5.45%) Banking
6 22 (5.21%) Billing
7 11 (2.61%) Pharmaceutical
8 10 (2.37%) Automotive
8 10 (2.37%) Music Industry
9 8 (1.90%) Publishing
10 7 (1.66%) Financial Institution
10 7 (1.66%) Games
11 6 (1.42%) Telecoms
12 5 (1.18%) Manufacturing
13 3 (0.71%) Front Office
13 3 (0.71%) Italian Language
13 3 (0.71%) Polish Language
13 3 (0.71%) Spanish Language
13 3 (0.71%) Swedish Language
14 2 (0.47%) French Language
Job Titles
1 133 (31.52%) Analyst
2 91 (21.56%) Developer
3 80 (18.96%) Data Analyst
4 39 (9.24%) Architect
4 39 (9.24%) Consultant
5 37 (8.77%) Business Intelligence Developer
6 34 (8.06%) SQL Developer
7 27 (6.40%) Administrator
7 27 (6.40%) Data Architect
7 27 (6.40%) Data Consultant
8 25 (5.92%) SQL Analyst
9 24 (5.69%) Business Intelligence Analyst
9 24 (5.69%) Data Manager
10 23 (5.45%) SSIS Developer
11 21 (4.98%) DBA
11 21 (4.98%) Senior Consultant
12 20 (4.74%) Data Migration Consultant
12 20 (4.74%) Migration Consultant
13 19 (4.50%) Junior
13 19 (4.50%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 38 (9.00%) .NET
2 25 (5.92%) Web Services
3 23 (5.45%) XML
4 19 (4.50%) MDX
5 16 (3.79%) HTML
6 15 (3.55%) ASP.NET
7 11 (2.61%) Regular Expression
8 7 (1.66%) COM
9 5 (1.18%) ODBC
10 4 (0.95%) NumPy
10 4 (0.95%) Pandas
10 4 (0.95%) scikit-learn
11 3 (0.71%) jQuery
11 3 (0.71%) REST
11 3 (0.71%) RESTful
11 3 (0.71%) SOAP
11 3 (0.71%) Spring
12 2 (0.47%) Hibernate
12 2 (0.47%) J2EE
12 2 (0.47%) JSP
Miscellaneous
1 106 (25.12%) Analytical Skills
2 75 (17.77%) Management Information System
3 61 (14.45%) Visualisation
4 31 (7.35%) Data Integration
5 30 (7.11%) Computer Science
6 24 (5.69%) Data Extraction
6 24 (5.69%) Mathematics
7 15 (3.55%) Replication
8 13 (3.08%) Statistics
9 12 (2.84%) Data Conversion
10 11 (2.61%) Social Media
11 7 (1.66%) Semantic Web
12 6 (1.42%) Data Structures
13 5 (1.18%) Social Network
14 4 (0.95%) Algorithms
14 4 (0.95%) Data Centre
15 3 (0.71%) CMDB
15 3 (0.71%) Derivative
15 3 (0.71%) Neural Network
15 3 (0.71%) Virtual Team
Operating Systems
1 18 (4.27%) Windows
2 9 (2.13%) Linux
3 8 (1.90%) Unix
4 4 (0.95%) Windows Server
5 1 (0.24%) AIX
Processes & Methodologies
1 188 (44.55%) Business Intelligence
2 170 (40.28%) ETL
3 129 (30.57%) Data Management
4 110 (26.07%) Migration
5 101 (23.93%) Data Modelling
6 97 (22.99%) Data Analysis
7 87 (20.62%) Data Migration
8 77 (18.25%) Analytics
9 52 (12.32%) Data Governance
10 49 (11.61%) CRM
11 40 (9.48%) Agile Software Development
12 37 (8.77%) Data Visualisation
13 34 (8.06%) Master Data Management
14 30 (7.11%) Change Control
14 30 (7.11%) PRINCE2
14 30 (7.11%) Project Management
15 29 (6.87%) Performance Tuning
16 28 (6.64%) Business Analysis
16 28 (6.64%) Stakeholder Management
17 24 (5.69%) Data Mapping
Programming Languages
1 255 (60.43%) SQL
2 79 (18.72%) T-SQL
3 39 (9.24%) C#
4 35 (8.29%) VBA
5 20 (4.74%) JavaScript
5 20 (4.74%) PL/SQL
6 19 (4.50%) Java
6 19 (4.50%) Python
7 17 (4.03%) Data Analysis Expressions (DAX)
8 15 (3.55%) PowerShell
9 11 (2.61%) ABAP
10 9 (2.13%) R
11 6 (1.42%) C++
12 5 (1.18%) VB
12 5 (1.18%) VBScript
13 3 (0.71%) PHP
13 3 (0.71%) Shell Script
14 2 (0.47%) C
14 2 (0.47%) SAS Macro
Qualifications
1 85 (20.14%) Degree
2 34 (8.06%) Security Cleared
3 11 (2.61%) SC Cleared
4 7 (1.66%) PhD
5 4 (0.95%) ITIL Certification
6 3 (0.71%) PMI Certification
6 3 (0.71%) PRINCE2 Certification
7 1 (0.24%) AAT
7 1 (0.24%) ACCA
7 1 (0.24%) CIMA
7 1 (0.24%) CISSP
7 1 (0.24%) DBS Check
7 1 (0.24%) ISTQB
7 1 (0.24%) ITIL Foundation Certificate
7 1 (0.24%) SAP Certification
Quality Assurance & Compliance
1 144 (34.12%) Data Quality
2 19 (4.50%) QA
3 13 (3.08%) PCI DSS
4 4 (0.95%) EMIR
4 4 (0.95%) SLA
5 2 (0.47%) CRD IV
5 2 (0.47%) Dodd-Frank
5 2 (0.47%) FATCA
5 2 (0.47%) ISO/IEC 27001
5 2 (0.47%) MiFID
6 1 (0.24%) COBIT
System Software
1 1 (0.24%) Apache ZooKeeper
Systems Management
1 2 (0.47%) Ansible
2 1 (0.24%) Hadoop YARN
2 1 (0.24%) SCCM
Vendors
1 133 (31.52%) Microsoft
2 130 (30.81%) Oracle
3 64 (15.17%) Tableau
4 63 (14.93%) Informatica
5 54 (12.80%) SAP
6 39 (9.24%) IBM
7 30 (7.11%) Talend
8 21 (4.98%) Salesforce.com
9 18 (4.27%) Cognos
10 15 (3.55%) Teradata
11 9 (2.13%) Trillium
12 7 (1.66%) Capita
12 7 (1.66%) MicroStrategy
13 5 (1.18%) Netezza
14 3 (0.71%) Alteryx
14 3 (0.71%) DataFlux
14 3 (0.71%) Google
14 3 (0.71%) Zend
15 2 (0.47%) JD Edwards
15 2 (0.47%) Pardot
Solihull, West Midlands (County)
360 Resourcing Solutions
Salary: £15,000 - £20,000 per annum
Posted: 1 hour ago
London
Best Practice Talent Solutions, Ltd
Posted: 2 days ago
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum depending on experience and aptitude
Posted: 2 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 4 hours ago
London
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 2 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £36000 per annum + Plus Benefits
Posted: 5 days ago
London
Mason Frank International
Salary: £25000 - £35000 per annum + Benefits
Posted: 10 days ago
London
Venturi
Salary: £65000 - £85000 per annum + Benefits
Posted: 13 days ago
Manchester
Adria Solutions Ltd
Salary: £30000 - £35000 per annum + Benefits
Posted: 21 days ago
London
Talent Point
Salary: £28000.00 - £35000.00 per annum
Posted: 13 days ago
Brighton
Hays Specialist Recruitment
Salary: £40000 - £50000 per annum + benefits
Posted: 15 days ago
Edgware, Middlesex
Xara Computers (UK) Ltd
Salary: From £16,000 to £21,000 per annum
Posted: 2 days ago
Beckenham
aap3
Salary: £40000 - £50000 per annum + Excellent Benefits
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