The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 726 728 749
Rank change year-on-year
+2 +21
Permanent jobs citing Data Cleansing 179 206 210
As % of all permanent IT jobs located in England 0.19% 0.20% 0.19%
As % of the Processes & Methodologies category 0.21% 0.23% 0.22%
Number of salaries quoted 149 129 153
Median salary £42,500 £50,000 £45,000
Median salary % change year-on-year
-15.00% +11.11%
90% offered a salary of more than £30,000 £31,900 £31,500
10% offered a salary of more than £60,000 £85,000 £73,200
UK excluding London median salary £41,500 £40,500 £40,000
% change year-on-year
+2.46% +1.25%
Data Cleansing
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
84211 88506 95091
As % of all permanent IT jobs located in England 87.73% 85.91% 85.36%
Number of salaries quoted 70862 72288 77374
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 £32,000 £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 in England

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

Data Cleansing Jobs Demand Trend in England

Data Cleansing
Salary Trend in England

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

Data Cleansing Salary Trend in England

Data Cleansing
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Cleansing across the England region over the 3 months to 5 May 2016.

Data Cleansing Salary Histogram in England

Data Cleansing
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the England region over the 3 months to 5 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
London +6 95 £42,500 -29.16% 9
South East +18 38 £42,500 -5.55% 6
South West +21 22 £42,500 - 1
West Midlands -16 10 £37,500 -31.19% 2
North West +10 6 £23,500 -56.88% 3
East of England +5 5 £41,000 +2.50% 2
North East +6 3 £40,000 -27.27%
East Midlands +16 2 - -
Yorkshire -10 2 £24,000 -32.86% 1
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 5 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 across the England region with a requirement for Data Cleansing.

1 175 (49.86%) SQL
2 127 (36.18%) Data Management
3 114 (32.48%) ETL
4 108 (30.77%) Finance
5 98 (27.92%) Business Intelligence
6 93 (26.50%) Oracle
7 92 (26.21%) Microsoft
8 91 (25.93%) Data Analysis
9 88 (25.07%) Migration
10 85 (24.22%) MS Excel
11 80 (22.79%) Degree
12 79 (22.51%) SQL Server
13 75 (21.37%) Data Quality
14 74 (21.08%) Analytical Skills
15 72 (20.51%) SAP
16 64 (18.23%) Data Modelling
17 63 (17.95%) Data Warehouse
18 62 (17.66%) Analytics
19 59 (16.81%) Data Migration
20 49 (13.96%) Project Management
21 48 (13.68%) Retail
22 47 (13.39%) Informatica
23 42 (11.97%) Tableau
24 41 (11.68%) CRM
25 40 (11.40%) Data Governance
26 39 (11.11%) Legal
26 39 (11.11%) Management Information System
27 37 (10.54%) Banking
27 37 (10.54%) SAP Data Services
27 37 (10.54%) Big Data

Data Cleansing
Top Related IT Skills in England 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 (6.84%) SAS
2 8 (2.28%) IIS
2 8 (2.28%) JBoss
3 7 (1.99%) Liferay
4 5 (1.42%) NetWeaver
4 5 (1.42%) SAP EP
4 5 (1.42%) SAP Portal
5 4 (1.14%) Confluence
6 3 (0.85%) Apache Spark
6 3 (0.85%) Elasticsearch
7 2 (0.57%) Apache Solr
7 2 (0.57%) CMS
7 2 (0.57%) SharePoint
7 2 (0.57%) Tomcat
Applications
1 85 (24.22%) MS Excel
2 35 (9.97%) MS Office
3 24 (6.84%) SPSS
4 12 (3.42%) MS PowerPoint
5 5 (1.42%) MS Project
5 5 (1.42%) MS Visio
6 2 (0.57%) Spreadsheet
Business Applications
1 25 (7.12%) Dynamics CRM
2 7 (1.99%) Salesforce.com CRM
2 7 (1.99%) SAP Oil and Gas
3 5 (1.42%) SAP SRM
4 4 (1.14%) Dynamics AX
4 4 (1.14%) OpenText VIM for SAP
4 4 (1.14%) SAP CO
4 4 (1.14%) SAP FI
4 4 (1.14%) SAP FI/CO
4 4 (1.14%) SAP MDM
4 4 (1.14%) SAP MM
4 4 (1.14%) SAP SD
5 2 (0.57%) Changepoint
5 2 (0.57%) FastStats
5 2 (0.57%) FastStats PeopleStage
6 1 (0.28%) Adobe Campaign
6 1 (0.28%) Eloqua
6 1 (0.28%) SAP ERP
6 1 (0.28%) SAP IS-U
6 1 (0.28%) Unica
Cloud Services
1 6 (1.71%) Amazon AWS
2 5 (1.42%) Amazon EC2
3 1 (0.28%) FinancialForce.com
3 1 (0.28%) Force.com
3 1 (0.28%) GitHub
3 1 (0.28%) Google Apps
3 1 (0.28%) SaaS
Communications & Networking
1 4 (1.14%) Internet
2 1 (0.28%) SNA
Database & Business Intelligence
1 79 (22.51%) SQL Server
2 63 (17.95%) Data Warehouse
3 37 (10.54%) Big Data
3 37 (10.54%) SAP Data Services
4 36 (10.26%) DataStage
5 34 (9.69%) SQL Server Reporting Services
6 33 (9.40%) SQL Server Integration Services
7 29 (8.26%) QlikView
8 27 (7.69%) Data Mining
9 26 (7.41%) BusinessObjects
10 21 (5.98%) MS Access
11 16 (4.56%) Spotfire
12 13 (3.70%) Relational Database
13 12 (3.42%) SQL Server Analysis Services
14 11 (3.13%) Oracle BI EE
14 11 (3.13%) Oracle Reports
14 11 (3.13%) SAP BW
15 9 (2.56%) Amazon Redshift
15 9 (2.56%) NoSQL
15 9 (2.56%) SAP BI
Development Applications
1 15 (4.27%) Talend Open Studio
2 13 (3.70%) JIRA
3 8 (2.28%) LSMW
4 5 (1.42%) ERwin
5 4 (1.14%) Jenkins
5 4 (1.14%) Selenium
6 3 (0.85%) Visual Studio
7 2 (0.57%) InstallShield
7 2 (0.57%) SQL Server Management Studio (SSMS)
8 1 (0.28%) Git (software)
8 1 (0.28%) MSTest
8 1 (0.28%) NUnit
8 1 (0.28%) Oracle APEX
8 1 (0.28%) Subversion
General
1 108 (30.77%) Finance
2 48 (13.68%) Retail
3 39 (11.11%) Legal
4 37 (10.54%) Banking
5 31 (8.83%) Marketing
6 13 (3.70%) Telecoms
7 11 (3.13%) Pharmaceutical
8 9 (2.56%) Financial Institution
9 8 (2.28%) International Banking
10 7 (1.99%) Billing
10 7 (1.99%) Electronics
10 7 (1.99%) Manufacturing
11 5 (1.42%) Games
12 4 (1.14%) Automotive
12 4 (1.14%) Publishing
13 3 (0.85%) Front Office
14 2 (0.57%) Law
15 1 (0.28%) French Language
15 1 (0.28%) German Language
15 1 (0.28%) Local Government
Job Titles
1 130 (37.04%) Analyst
2 74 (21.08%) Data Analyst
3 57 (16.24%) Data Manager
4 49 (13.96%) Developer
5 33 (9.40%) Administrator
6 29 (8.26%) SQL Analyst
7 28 (7.98%) Consultant
8 27 (7.69%) SAP Manager
9 26 (7.41%) SAP Data Manager
10 19 (5.41%) SQL Data Analyst
11 18 (5.13%) Data Consultant
12 16 (4.56%) Business Analyst
12 16 (4.56%) Business Intelligence Analyst
13 11 (3.13%) Senior Manager
13 11 (3.13%) SQL Developer
14 10 (2.85%) Business Intelligence Developer
14 10 (2.85%) Excel Analyst
14 10 (2.85%) Excel Developer
15 9 (2.56%) Excel VBA Developer
15 9 (2.56%) VBA Developer
Libraries, Frameworks & Software Standards
1 26 (7.41%) .NET
2 12 (3.42%) ASP.NET
3 8 (2.28%) MDX
3 8 (2.28%) Web Services
4 7 (1.99%) HTML
5 6 (1.71%) HTML5
5 6 (1.71%) XML
6 5 (1.42%) BAPI
6 5 (1.42%) D3.js
6 5 (1.42%) SAP ALE
6 5 (1.42%) SAP Basis
6 5 (1.42%) SAP PI
6 5 (1.42%) SAP XI
6 5 (1.42%) Web Dynpro
7 4 (1.14%) AngularJS
8 3 (0.85%) Spring
9 2 (0.57%) ASP.NET MVC
9 2 (0.57%) ASP.NET MVC 4
9 2 (0.57%) ASP.NET Web API
9 2 (0.57%) GraphX
Miscellaneous
1 74 (21.08%) Analytical Skills
2 39 (11.11%) Management Information System
3 27 (7.69%) Visualisation
4 20 (5.70%) Computer Science
5 17 (4.84%) Data Integration
6 15 (4.27%) Mathematics
7 11 (3.13%) Data Structures
8 10 (2.85%) Data Extraction
9 9 (2.56%) Semantic Web
10 8 (2.28%) Reference Data
11 7 (1.99%) Replication
12 6 (1.71%) Data Conversion
12 6 (1.71%) Mobile App
12 6 (1.71%) SCADA
12 6 (1.71%) Smart Meter
13 4 (1.14%) Data Protection Act
13 4 (1.14%) Enterprise Software
14 3 (0.85%) Mainframe
14 3 (0.85%) Online Games
14 3 (0.85%) Statistics
Operating Systems
1 10 (2.85%) Linux
2 6 (1.71%) Unix
3 4 (1.14%) Windows
4 1 (0.28%) AIX
4 1 (0.28%) Debian
Processes & Methodologies
1 127 (36.18%) Data Management
2 114 (32.48%) ETL
3 98 (27.92%) Business Intelligence
4 91 (25.93%) Data Analysis
5 88 (25.07%) Migration
6 64 (18.23%) Data Modelling
7 62 (17.66%) Analytics
8 59 (16.81%) Data Migration
9 49 (13.96%) Project Management
10 41 (11.68%) CRM
11 40 (11.40%) Data Governance
12 33 (9.40%) Coaching
12 33 (9.40%) Risk Management
13 32 (9.12%) Agile Software Development
13 32 (9.12%) Business Development
14 28 (7.98%) Stakeholder Management
15 26 (7.41%) Business Transformation
16 25 (7.12%) Risk Identification and Mitigation
17 24 (6.84%) Business Analysis
17 24 (6.84%) Data Analytics
Programming Languages
1 175 (49.86%) SQL
2 36 (10.26%) T-SQL
3 35 (9.97%) VBA
4 24 (6.84%) C#
4 24 (6.84%) Java
5 19 (5.41%) Python
6 14 (3.99%) R
7 12 (3.42%) VB
8 11 (3.13%) ABAP
8 11 (3.13%) PL/SQL
9 10 (2.85%) JavaScript
10 7 (1.99%) PowerShell
11 5 (1.42%) Perl
12 4 (1.14%) PHP
12 4 (1.14%) Scala
13 3 (0.85%) VBScript
14 2 (0.57%) C
14 2 (0.57%) Shell Script
15 1 (0.28%) Apex Code
15 1 (0.28%) Groovy
Qualifications
1 80 (22.79%) Degree
2 17 (4.84%) Security Cleared
3 3 (0.85%) SC Cleared
4 2 (0.57%) Chartered Engineer
4 2 (0.57%) ITIL Certification
4 2 (0.57%) PMI Certification
4 2 (0.57%) PMP
5 1 (0.28%) ISEB
5 1 (0.28%) ISTQB
5 1 (0.28%) PhD
5 1 (0.28%) SAP Certification
Quality Assurance & Compliance
1 75 (21.37%) Data Quality
2 20 (5.70%) EMIR
3 15 (4.27%) QA
4 12 (3.42%) CRD IV
4 12 (3.42%) MiFID
5 8 (2.28%) Dodd-Frank
5 8 (2.28%) FATCA
6 7 (1.99%) ISO/IEC 27001
7 6 (1.71%) PCI DSS
8 5 (1.42%) SLA
9 1 (0.28%) COBIT
9 1 (0.28%) ISO 9001
9 1 (0.28%) Sarbanes-Oxley
System Software
1 7 (1.99%) Active Directory
2 1 (0.28%) Apache Flume
Vendors
1 93 (26.50%) Oracle
2 92 (26.21%) Microsoft
3 72 (20.51%) SAP
4 47 (13.39%) Informatica
5 42 (11.97%) Tableau
6 28 (7.98%) Salesforce.com
7 18 (5.13%) IBM
8 15 (4.27%) Talend
9 6 (1.71%) ESRI
9 6 (1.71%) MicroStrategy
10 4 (1.14%) Cognos
10 4 (1.14%) Hyperion
10 4 (1.14%) IFS
11 3 (0.85%) Cognizant
11 3 (0.85%) DataFlux
11 3 (0.85%) Google
11 3 (0.85%) hybris
12 2 (0.57%) Pardot
12 2 (0.57%) Sage
12 2 (0.57%) Sybase
Kingston Upon Thames, Surrey
Quant Capital
Salary: Up to £26,000 per annum Bonus Medical Pension
Posted: 1 hour ago
Slough, Berkshire
Streamline Connections
Salary: £70000.00 - £800000 per annum + Benefits
Posted: 21 hours ago
City, London
Hays Finance Technology
Salary: £40000.00 - £50000.00 per annum
Posted: 22 hours ago
Manchester, Lancashire
Oscar
Salary: £30000 per annum + Competitive Benefits
Posted: Yesterday
City, London
Streamline Connections
Salary: £45000 - £55000 per annum + Benefits
Posted: Yesterday
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum
Posted: Yesterday
Abingdon, Oxfordshire
Corriculo
Salary: Up to £35,000 per annum
Posted: 2 days ago
Leeds
Capita plc
Posted: 2 days ago
Bristol, Avon
Experis Ltd
Salary: £30000 - £35000 per annum + benefits
Posted: 2 days ago
Sittingbourne, Kent
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 6 days ago
West Midlands
Opal Tree Solutions
Salary: £35000 - £40000 per annum + excellent benefits
Posted: 10 days ago
Portsmouth
Opal Tree Solutions
Salary: £35000 - £40000 per annum + excellent benefits
Posted: 10 days ago
London
Mason Frank International
Salary: £25000 - £30000 per annum + Benefits
Posted: 17 days ago
City of London
Venturi
Salary: £21000.00 - £24000.00 per annum + benefits
Posted: 21 days ago
Redditch
Hays Specialist Recruitment
Salary: £45000 - £52000 per annum + Car & OTE
Posted: 23 days ago