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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 704 732 712
Rank change year-on-year
+28 -20
Permanent jobs citing Data Cleansing 192 197 244
As % of all permanent IT jobs located in England 0.21% 0.19% 0.22%
As % of the Processes & Methodologies category 0.24% 0.22% 0.26%
Number of salaries quoted 168 122 194
Median salary £44,688 £42,500 £47,500
Median salary % change year-on-year
+5.14% -10.52%
90% offered a salary of more than £30,900 £26,007 £30,000
10% offered a salary of more than £65,000 £72,500 £70,000
UK excluding London median salary £42,500 £40,000 £40,750
% change year-on-year
+6.25% -1.84%
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
80964 88551 94968
As % of all permanent IT jobs located in England 87.93% 86.72% 85.54%
Number of salaries quoted 68588 73242 77635
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £74,100 £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 28 June 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 28 June 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 +24 90 £50,000 -23.07% 5
South East +38 41 £45,000 +8.43% 8
South West +25 25 £40,000 +10.34% 2
East of England +38 14 £60,000 +130.71% 1
North West +9 11 £33,750 +40.62% 2
Yorkshire +19 6 £33,750 +3.84% 1
West Midlands -18 5 £37,500 +13.63%
North East +2 2 £55,000 -
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in England

For the 6 months to 28 June 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.

1 197 (55.03%) SQL
2 135 (37.71%) ETL
3 123 (34.36%) Finance
4 121 (33.80%) Data Management
5 109 (30.45%) Business Intelligence
6 103 (28.77%) Data Quality
7 96 (26.82%) SQL Server
8 95 (26.54%) Microsoft
9 93 (25.98%) Analytical Skills
10 91 (25.42%) MS Excel
10 91 (25.42%) Oracle
11 82 (22.91%) Migration
12 80 (22.35%) Data Analysis
12 80 (22.35%) Data Modelling
13 79 (22.07%) Degree
14 67 (18.72%) Analytics
15 60 (16.76%) Data Warehouse
16 53 (14.80%) Management Information System
17 49 (13.69%) SAP
18 48 (13.41%) T-SQL
18 48 (13.41%) Data Migration
19 47 (13.13%) Data Governance
19 47 (13.13%) CRM
19 47 (13.13%) SQL Server Reporting Services
20 46 (12.85%) Retail
21 45 (12.57%) Informatica
22 43 (12.01%) VBA
23 42 (11.73%) Tableau
24 38 (10.61%) SQL Server Integration Services
24 38 (10.61%) Visualisation

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 21 (5.87%) SAS
2 12 (3.35%) IIS
3 11 (3.07%) SharePoint
4 9 (2.51%) JBoss
5 6 (1.68%) Confluence
6 2 (0.56%) Apache Spark
6 2 (0.56%) Tomcat
7 1 (0.28%) CMS
7 1 (0.28%) Liferay
7 1 (0.28%) Oracle Workflow
Applications
1 91 (25.42%) MS Excel
2 35 (9.78%) MS Office
3 18 (5.03%) SPSS
4 12 (3.35%) MS PowerPoint
5 5 (1.40%) MS Project
5 5 (1.40%) MS Visio
6 2 (0.56%) Spreadsheet
Business Applications
1 24 (6.70%) Dynamics CRM
2 7 (1.96%) Salesforce.com CRM
3 4 (1.12%) OpenText VIM for SAP
3 4 (1.12%) SAP CO
3 4 (1.12%) SAP FI
3 4 (1.12%) SAP FI/CO
3 4 (1.12%) SAP MDM
3 4 (1.12%) SAP MM
3 4 (1.12%) SAP SD
4 3 (0.84%) Dynamics AX
5 2 (0.56%) Changepoint
5 2 (0.56%) Oracle ERP
6 1 (0.28%) Cognos TM1
6 1 (0.28%) Investran
6 1 (0.28%) Maximo
6 1 (0.28%) Sage 200
6 1 (0.28%) Sage CRM
6 1 (0.28%) SAP IS-U
6 1 (0.28%) SAP Oil and Gas
Cloud Services
1 8 (2.23%) Amazon AWS
2 5 (1.40%) Amazon EC2
3 1 (0.28%) FinancialForce.com
3 1 (0.28%) Google Apps
3 1 (0.28%) SaaS
Communications & Networking
1 10 (2.79%) Internet
2 1 (0.28%) DHCP
Database & Business Intelligence
1 96 (26.82%) SQL Server
2 60 (16.76%) Data Warehouse
3 47 (13.13%) SQL Server Reporting Services
4 38 (10.61%) SQL Server Integration Services
5 34 (9.50%) Big Data
6 32 (8.94%) QlikView
7 28 (7.82%) SAP Data Services
8 26 (7.26%) Data Mining
9 25 (6.98%) BusinessObjects
10 23 (6.42%) MS Access
10 23 (6.42%) Relational Database
11 21 (5.87%) PowerPivot
11 21 (5.87%) SQL Server Analysis Services
12 20 (5.59%) DataStage
13 17 (4.75%) Power BI
14 13 (3.63%) SQL Server 2014
15 12 (3.35%) Oracle Reports
15 12 (3.35%) Spotfire
16 11 (3.07%) DB2
17 10 (2.79%) OLAP
Development Applications
1 23 (6.42%) Talend Open Studio
2 15 (4.19%) JIRA
2 15 (4.19%) LSMW
3 8 (2.23%) ERwin
4 6 (1.68%) Jenkins
4 6 (1.68%) Selenium
5 3 (0.84%) Visual Studio
6 2 (0.56%) 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
1 123 (34.36%) Finance
2 46 (12.85%) Retail
3 36 (10.06%) Banking
4 31 (8.66%) Legal
5 27 (7.54%) Marketing
6 15 (4.19%) Pharmaceutical
7 12 (3.35%) Billing
8 10 (2.79%) Automotive
9 8 (2.23%) International Banking
9 8 (2.23%) Publishing
10 7 (1.96%) Financial Institution
10 7 (1.96%) Telecoms
11 5 (1.40%) Manufacturing
12 3 (0.84%) French Language
12 3 (0.84%) Italian Language
12 3 (0.84%) Polish Language
12 3 (0.84%) Spanish Language
12 3 (0.84%) Swedish Language
13 2 (0.56%) Front Office
13 2 (0.56%) German Language
Job Titles
1 134 (37.43%) Analyst
2 72 (20.11%) Data Analyst
3 54 (15.08%) Developer
4 39 (10.89%) Consultant
5 38 (10.61%) Data Manager
6 34 (9.50%) Administrator
7 27 (7.54%) SQL Analyst
8 25 (6.98%) Data Consultant
9 23 (6.42%) Business Intelligence Analyst
10 22 (6.15%) DBA
11 21 (5.87%) Data Migration Consultant
11 21 (5.87%) Migration Consultant
12 18 (5.03%) Business Intelligence Developer
12 18 (5.03%) Senior Consultant
13 17 (4.75%) SQL Developer
14 16 (4.47%) SQL Data Analyst
15 15 (4.19%) SAP Consultant
15 15 (4.19%) SAP Data Consultant
15 15 (4.19%) SAP Data Migration Consultant
15 15 (4.19%) SAP Migration Consultant
Libraries, Frameworks & Software Standards
1 21 (5.87%) .NET
2 17 (4.75%) XML
3 13 (3.63%) MDX
4 11 (3.07%) ASP.NET
5 6 (1.68%) Web Services
6 3 (0.84%) Spring
7 2 (0.56%) ASP.NET Web API
7 2 (0.56%) CSS
7 2 (0.56%) D3.js
7 2 (0.56%) HTML
7 2 (0.56%) Regular Expression
8 1 (0.28%) .NET Framework
8 1 (0.28%) ASP.NET MVC
8 1 (0.28%) ASP.NET MVC 4
8 1 (0.28%) ASP.NET MVC 5
8 1 (0.28%) CGI
8 1 (0.28%) COM
8 1 (0.28%) Spring MVC
8 1 (0.28%) Velocity
Miscellaneous
1 93 (25.98%) Analytical Skills
2 53 (14.80%) Management Information System
3 38 (10.61%) Visualisation
4 23 (6.42%) Computer Science
5 20 (5.59%) Data Integration
6 19 (5.31%) Data Extraction
7 18 (5.03%) Mathematics
8 12 (3.35%) Replication
9 11 (3.07%) Data Conversion
10 10 (2.79%) Data Structures
11 9 (2.51%) Semantic Web
12 8 (2.23%) Reference Data
13 6 (1.68%) Mobile App
13 6 (1.68%) SCADA
13 6 (1.68%) Smart Meter
14 4 (1.12%) Data Protection Act
14 4 (1.12%) Enterprise Software
14 4 (1.12%) Statistics
15 3 (0.84%) CMDB
15 3 (0.84%) Mainframe
Operating Systems
1 13 (3.63%) Unix
2 12 (3.35%) Windows
3 10 (2.79%) Linux
4 2 (0.56%) Windows Server
5 1 (0.28%) AIX
5 1 (0.28%) Debian
Processes & Methodologies
1 135 (37.71%) ETL
2 121 (33.80%) Data Management
3 109 (30.45%) Business Intelligence
4 82 (22.91%) Migration
5 80 (22.35%) Data Analysis
5 80 (22.35%) Data Modelling
6 67 (18.72%) Analytics
7 48 (13.41%) Data Migration
8 47 (13.13%) CRM
8 47 (13.13%) Data Governance
9 32 (8.94%) Stakeholder Management
10 30 (8.38%) Project Management
11 25 (6.98%) Information Management
11 25 (6.98%) PRINCE2
12 24 (6.70%) Business Analysis
12 24 (6.70%) Data Mapping
13 23 (6.42%) Data Analytics
14 20 (5.59%) Agile Software Development
14 20 (5.59%) Data Architecture
15 19 (5.31%) Performance Tuning
Programming Languages
1 197 (55.03%) SQL
2 48 (13.41%) T-SQL
3 43 (12.01%) VBA
4 33 (9.22%) C#
5 19 (5.31%) Java
6 16 (4.47%) PL/SQL
6 16 (4.47%) Python
7 13 (3.63%) ABAP
7 13 (3.63%) R
8 9 (2.51%) Data Analysis Expressions (DAX)
8 9 (2.51%) PowerShell
8 9 (2.51%) VB
9 6 (1.68%) C++
10 5 (1.40%) JavaScript
10 5 (1.40%) VBScript
11 4 (1.12%) PHP
12 2 (0.56%) C
12 2 (0.56%) Perl
12 2 (0.56%) Scala
12 2 (0.56%) Shell Script
Qualifications
1 79 (22.07%) Degree
2 25 (6.98%) Security Cleared
3 12 (3.35%) SC Cleared
4 4 (1.12%) PMI Certification
5 2 (0.56%) Chartered Engineer
5 2 (0.56%) ITIL Certification
5 2 (0.56%) PMP
5 2 (0.56%) SAP Certification
6 1 (0.28%) CISSP
6 1 (0.28%) ITIL Foundation Certificate
6 1 (0.28%) PhD
Quality Assurance & Compliance
1 103 (28.77%) Data Quality
2 16 (4.47%) EMIR
2 16 (4.47%) QA
3 11 (3.07%) PCI DSS
4 8 (2.23%) CRD IV
4 8 (2.23%) Dodd-Frank
4 8 (2.23%) FATCA
4 8 (2.23%) MiFID
5 3 (0.84%) ISO/IEC 27001
6 1 (0.28%) COBIT
6 1 (0.28%) ISO 9001
6 1 (0.28%) SLA
System Software
1 1 (0.28%) Active Directory
Systems Management
1 1 (0.28%) SCCM
Vendors
1 95 (26.54%) Microsoft
2 91 (25.42%) Oracle
3 49 (13.69%) SAP
4 45 (12.57%) Informatica
5 42 (11.73%) Tableau
6 29 (8.10%) Salesforce.com
7 23 (6.42%) Talend
8 18 (5.03%) IBM
9 10 (2.79%) Cognos
10 6 (1.68%) ESRI
10 6 (1.68%) Google
11 4 (1.12%) Hyperion
11 4 (1.12%) IFS
11 4 (1.12%) MicroStrategy
12 3 (0.84%) Cognizant
12 3 (0.84%) DataFlux
12 3 (0.84%) IBM Sterling
12 3 (0.84%) Pardot
13 2 (0.56%) hybris
13 2 (0.56%) Sage
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 4 hours ago
London
First Point
Salary: £50000.00 - £65000.00 per annum + Bonus & Package
Posted: 3 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £34,000 per annum Salary will be given based on experi
Posted: 3 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £23000.00 per annum + Benefits
Posted: 6 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £40000 per annum + Plus Benefits
Posted: 3 days ago
Leicester
Centrica
Salary: Competitive
Posted: 4 days ago
Farnborough, Hampshire
Streamline Connections
Salary: £40000 - £50000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Santander
Posted: 7 days ago
City, London
Twenty Recruitment Group
Salary: Up to £50,000 per annum
Posted: 21 hours ago
Manchester
Robert Walters UK
Salary: £33000 - £45000 per annum
Posted: 15 days ago
South West London
IQ Sales People
Salary: £40000 per annum
Posted: 15 days ago
York
Hays Specialist Recruitment
Salary: £28000.00 - £35000.00 per annum + Fixed Term Contract
Posted: 25 days ago