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

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 712 718 762
Rank change year-on-year
+6 +44
Permanent jobs citing Data Cleansing 194 205 213
As % of all permanent IT jobs located in England 0.21% 0.21% 0.19%
As % of the Processes & Methodologies category 0.24% 0.24% 0.23%
Number of salaries quoted 163 126 163
Median salary £42,500 £45,000 £47,500
Median salary % change year-on-year
-5.55% -5.26%
90% offered a salary of more than £30,600 £26,503 £30,000
10% offered a salary of more than £62,000 £82,500 £72,500
UK excluding London median salary £42,500 £40,000 £45,000
% change year-on-year
+6.25% -11.11%
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
82088 85947 94274
As % of all permanent IT jobs located in England 87.92% 86.25% 85.39%
Number of salaries quoted 69243 70640 77351
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 £31,500
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 27 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 27 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 +33 106 £42,500 -34.61% 12
South East -1 39 £42,500 -1.73% 4
South West +23 24 £38,750 -18.42% 2
West Midlands -18 9 £37,500 -20.63%
North West +11 8 £30,000 -9.77% 4
East of England +20 6 £41,000 +9.33% 1
Yorkshire -10 3 £31,500 -3.07% 2
North East +1 2 - - 1
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 27 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.

1 184 (52.12%) SQL
2 127 (35.98%) ETL
3 121 (34.28%) Data Management
4 113 (32.01%) Finance
5 95 (26.91%) Business Intelligence
6 92 (26.06%) Microsoft
7 91 (25.78%) Oracle
8 90 (25.50%) Data Analysis
9 89 (25.21%) MS Excel
10 88 (24.93%) SQL Server
10 88 (24.93%) Data Quality
11 83 (23.51%) Analytical Skills
12 82 (23.23%) Migration
13 78 (22.10%) Degree
14 74 (20.96%) Data Modelling
15 65 (18.41%) SAP
16 64 (18.13%) Data Warehouse
17 62 (17.56%) Analytics
18 50 (14.16%) Management Information System
19 49 (13.88%) Retail
20 47 (13.31%) Data Migration
21 46 (13.03%) Tableau
21 46 (13.03%) Data Governance
22 45 (12.75%) Informatica
23 42 (11.90%) Project Management
23 42 (11.90%) CRM
24 40 (11.33%) VBA
24 40 (11.33%) SQL Server Reporting Services
25 39 (11.05%) SQL Server Integration Services
25 39 (11.05%) 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 23 (6.52%) SAS
2 9 (2.55%) JBoss
3 8 (2.27%) IIS
4 6 (1.70%) Confluence
5 5 (1.42%) Liferay
5 5 (1.42%) SharePoint
6 3 (0.85%) Apache Spark
6 3 (0.85%) NetWeaver
6 3 (0.85%) SAP EP
6 3 (0.85%) SAP Portal
7 2 (0.57%) Elasticsearch
7 2 (0.57%) Tomcat
8 1 (0.28%) Apache Solr
8 1 (0.28%) CMS
Applications
1 89 (25.21%) MS Excel
2 32 (9.07%) MS Office
3 23 (6.52%) SPSS
4 12 (3.40%) MS PowerPoint
5 6 (1.70%) MS Visio
6 4 (1.13%) MS Project
7 2 (0.57%) Spreadsheet
Business Applications
1 24 (6.80%) Dynamics CRM
2 7 (1.98%) Salesforce.com CRM
3 5 (1.42%) SAP Oil and Gas
4 4 (1.13%) Dynamics AX
4 4 (1.13%) OpenText VIM for SAP
4 4 (1.13%) SAP CO
4 4 (1.13%) SAP FI
4 4 (1.13%) SAP FI/CO
4 4 (1.13%) SAP MDM
4 4 (1.13%) SAP MM
4 4 (1.13%) SAP SD
5 3 (0.85%) SAP SRM
6 2 (0.57%) Changepoint
6 2 (0.57%) Oracle ERP
7 1 (0.28%) FastStats
7 1 (0.28%) FastStats PeopleStage
7 1 (0.28%) Maximo
7 1 (0.28%) SAP ERP
7 1 (0.28%) SAP IS-U
Cloud Services
1 7 (1.98%) Amazon AWS
2 5 (1.42%) Amazon EC2
3 1 (0.28%) FinancialForce.com
3 1 (0.28%) Force.com
3 1 (0.28%) Google Apps
3 1 (0.28%) SaaS
Communications & Networking
1 8 (2.27%) Internet
2 1 (0.28%) SNA
Database & Business Intelligence
1 88 (24.93%) SQL Server
2 64 (18.13%) Data Warehouse
3 40 (11.33%) SQL Server Reporting Services
4 39 (11.05%) Big Data
4 39 (11.05%) SQL Server Integration Services
5 34 (9.63%) QlikView
5 34 (9.63%) SAP Data Services
6 29 (8.22%) DataStage
7 26 (7.37%) BusinessObjects
8 23 (6.52%) Data Mining
8 23 (6.52%) MS Access
9 21 (5.95%) Relational Database
10 16 (4.53%) Spotfire
11 15 (4.25%) SQL Server Analysis Services
12 13 (3.68%) Oracle Reports
13 12 (3.40%) PowerPivot
14 10 (2.83%) DB2
14 10 (2.83%) Oracle BI EE
15 9 (2.55%) MySQL
15 9 (2.55%) RDBMS
Development Applications
1 18 (5.10%) Talend Open Studio
2 15 (4.25%) JIRA
3 11 (3.12%) LSMW
4 6 (1.70%) ERwin
4 6 (1.70%) Jenkins
4 6 (1.70%) Selenium
5 3 (0.85%) Visual Studio
6 2 (0.57%) SQL Server Management Studio (SSMS)
7 1 (0.28%) Git (software)
7 1 (0.28%) MSTest
7 1 (0.28%) NUnit
7 1 (0.28%) Oracle APEX
7 1 (0.28%) Subversion
General
1 113 (32.01%) Finance
2 49 (13.88%) Retail
3 38 (10.76%) Banking
4 35 (9.92%) Legal
5 29 (8.22%) Marketing
6 15 (4.25%) Pharmaceutical
7 11 (3.12%) Telecoms
8 10 (2.83%) Billing
9 9 (2.55%) Financial Institution
9 9 (2.55%) Manufacturing
10 8 (2.27%) Automotive
10 8 (2.27%) International Banking
11 7 (1.98%) Publishing
12 5 (1.42%) Electronics
13 3 (0.85%) French Language
13 3 (0.85%) Front Office
13 3 (0.85%) Games
13 3 (0.85%) Italian Language
13 3 (0.85%) Polish Language
13 3 (0.85%) Spanish Language
Job Titles
1 130 (36.83%) Analyst
2 74 (20.96%) Data Analyst
3 54 (15.30%) Developer
4 45 (12.75%) Data Manager
5 35 (9.92%) Administrator
6 34 (9.63%) Consultant
7 29 (8.22%) SQL Analyst
8 20 (5.67%) Data Consultant
9 19 (5.38%) SAP Manager
10 18 (5.10%) Business Intelligence Analyst
10 18 (5.10%) SAP Data Manager
10 18 (5.10%) SQL Data Analyst
11 15 (4.25%) Business Analyst
11 15 (4.25%) DBA
11 15 (4.25%) SQL Developer
12 13 (3.68%) Business Intelligence Developer
13 12 (3.40%) Excel Analyst
13 12 (3.40%) Excel Developer
13 12 (3.40%) SAP Consultant
14 11 (3.12%) SAP Data Migration Consultant
Libraries, Frameworks & Software Standards
1 20 (5.67%) .NET
2 13 (3.68%) ASP.NET
3 11 (3.12%) MDX
3 11 (3.12%) XML
4 4 (1.13%) D3.js
5 3 (0.85%) BAPI
5 3 (0.85%) HTML
5 3 (0.85%) SAP ALE
5 3 (0.85%) SAP Basis
5 3 (0.85%) SAP PI
5 3 (0.85%) SAP XI
5 3 (0.85%) Spring
5 3 (0.85%) Web Dynpro
5 3 (0.85%) Web Services
6 2 (0.57%) AngularJS
6 2 (0.57%) ASP.NET Web API
6 2 (0.57%) CSS
6 2 (0.57%) GraphX
6 2 (0.57%) HTML5
7 1 (0.28%) ASP.NET MVC 4
Miscellaneous
1 83 (23.51%) Analytical Skills
2 50 (14.16%) Management Information System
3 33 (9.35%) Visualisation
4 23 (6.52%) Computer Science
5 18 (5.10%) Mathematics
6 17 (4.82%) Data Integration
7 15 (4.25%) Data Extraction
8 10 (2.83%) Data Structures
8 10 (2.83%) Semantic Web
9 8 (2.27%) Reference Data
9 8 (2.27%) Replication
10 6 (1.70%) Data Conversion
10 6 (1.70%) Mobile App
10 6 (1.70%) SCADA
10 6 (1.70%) Smart Meter
11 4 (1.13%) Data Protection Act
11 4 (1.13%) Enterprise Software
11 4 (1.13%) Statistics
12 3 (0.85%) Mainframe
12 3 (0.85%) Online Games
Operating Systems
1 11 (3.12%) Linux
2 7 (1.98%) Unix
3 6 (1.70%) Windows
4 2 (0.57%) Windows Server
5 1 (0.28%) AIX
5 1 (0.28%) Debian
Processes & Methodologies
1 127 (35.98%) ETL
2 121 (34.28%) Data Management
3 95 (26.91%) Business Intelligence
4 90 (25.50%) Data Analysis
5 82 (23.23%) Migration
6 74 (20.96%) Data Modelling
7 62 (17.56%) Analytics
8 47 (13.31%) Data Migration
9 46 (13.03%) Data Governance
10 42 (11.90%) CRM
10 42 (11.90%) Project Management
11 29 (8.22%) Agile Software Development
11 29 (8.22%) Stakeholder Management
12 27 (7.65%) Business Analysis
13 25 (7.08%) Coaching
13 25 (7.08%) Data Analytics
13 25 (7.08%) Risk Management
14 23 (6.52%) Business Development
14 23 (6.52%) Information Management
15 22 (6.23%) Data Mapping
Programming Languages
1 184 (52.12%) SQL
2 40 (11.33%) VBA
3 37 (10.48%) T-SQL
4 25 (7.08%) C#
5 22 (6.23%) Java
6 18 (5.10%) Python
7 17 (4.82%) PL/SQL
8 15 (4.25%) R
9 12 (3.40%) ABAP
10 9 (2.55%) VB
11 8 (2.27%) PowerShell
12 7 (1.98%) JavaScript
13 4 (1.13%) PHP
13 4 (1.13%) Scala
14 3 (0.85%) Perl
14 3 (0.85%) VBScript
15 2 (0.57%) C
15 2 (0.57%) Data Analysis Expressions (DAX)
15 2 (0.57%) Shell Script
16 1 (0.28%) Data Mining Extensions (DMX)
Qualifications
1 78 (22.10%) Degree
2 19 (5.38%) Security Cleared
3 5 (1.42%) SC Cleared
4 2 (0.57%) Chartered Engineer
4 2 (0.57%) PMI Certification
4 2 (0.57%) PMP
4 2 (0.57%) SAP Certification
5 1 (0.28%) CISSP
5 1 (0.28%) ITIL Foundation Certificate
5 1 (0.28%) PhD
Quality Assurance & Compliance
1 88 (24.93%) Data Quality
2 21 (5.95%) EMIR
3 16 (4.53%) QA
4 13 (3.68%) CRD IV
4 13 (3.68%) MiFID
5 9 (2.55%) PCI DSS
6 8 (2.27%) Dodd-Frank
6 8 (2.27%) FATCA
7 5 (1.42%) ISO/IEC 27001
8 4 (1.13%) SLA
9 1 (0.28%) COBIT
9 1 (0.28%) ISO 9001
System Software
1 5 (1.42%) Active Directory
2 1 (0.28%) Apache Flume
Vendors
1 92 (26.06%) Microsoft
2 91 (25.78%) Oracle
3 65 (18.41%) SAP
4 46 (13.03%) Tableau
5 45 (12.75%) Informatica
6 31 (8.78%) Salesforce.com
7 18 (5.10%) Talend
8 15 (4.25%) IBM
9 6 (1.70%) Cognos
9 6 (1.70%) ESRI
10 5 (1.42%) MicroStrategy
11 4 (1.13%) Hyperion
11 4 (1.13%) IFS
12 3 (0.85%) Cognizant
12 3 (0.85%) DataFlux
12 3 (0.85%) Google
12 3 (0.85%) hybris
12 3 (0.85%) IBM Sterling
12 3 (0.85%) Pardot
13 2 (0.57%) Sage
Lytham St. Annes, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 3 days ago
York, North Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £35000.00 per annum + excellent bens
Posted: 3 days ago
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: 4 days ago
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: 3 days ago
London
Oliver James Associates
Salary: £65000 - £75000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 4 days ago
Bristol, Avon
Oliver James Associates
Salary: £42500 - £47500 per annum + bonus & pension
Posted: 4 days ago
Manchester
Robert Walters UK
Salary: £60000 - £70000 per annum
Posted: 7 days ago
Central London / West End
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 3 days ago
City of London
Streamline Connections Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: 7 days ago
Tyne and Wear
Churchill Frank International
Salary: £50000 - £60000 per annum + Bonus
Posted: 8 days ago
Reading
Recruitment Revolution Limited
Salary: £28,000 - £34,000
Posted: 7 days ago
London
Talent Point
Salary: £48000.00 - £58000.00 per annum + bonus and benefits
Posted: 16 days ago
London
360 Resourcing Solutions .
Salary: £24k - 25.5k per year
Posted: 8 days ago
Abingdon, Oxfordshire
Corriculo
Salary: £30,000 - £35,000 per year
Posted: 24 days ago
London
Mason Frank International
Posted: 15 days ago
Carlisle
Capita Internal Resourcing (Capita RPO)
Salary: £16000.00 per annum
Posted: 10 days ago
City of London
Hays London City Cheapside
Salary: £40000.00 - £50000.00 per annum
Posted: 23 days ago
Leeds
Capita plc
Posted: 24 days ago