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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 684 782 744
Rank change year-on-year
+98 -38
Permanent jobs citing Data Cleansing 231 200 250
As % of all permanent IT jobs located in the UK 0.24% 0.18% 0.21%
As % of the Processes & Methodologies category 0.27% 0.21% 0.25%
Number of salaries quoted 191 153 198
Median salary £45,000 £40,000 £41,500
Median salary % change year-on-year
+12.50% -3.61%
90% offered a salary of more than £29,500 £27,000 £27,500
10% offered a salary of more than £65,000 £65,000 £57,500
UK excluding London median salary £42,500 £40,000 £38,750
% change year-on-year
+6.25% +3.22%

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
85989 96019 100080
As % of all permanent IT jobs located in the UK 88.01% 87.50% 85.37%
Number of salaries quoted 71918 78944 79934
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 £30,991
10% offered a salary of more than £78,000 £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 25 August 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 25 August 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 +70 219 £46,045 +15.11% 31
London +106 99 £53,500 +12.63% 14
South East +12 49 £45,000 +16.88% 8
City of London +74 22 £57,500 -22.03% 2
East of England +32 17 £60,000 +41.17%
South West +12 17 £37,500 -16.66% 3
Brighton - 17 £40,000 - 4
East Sussex - 17 £40,000 - 4
North West +16 15 £39,000 +62.50% 1
Hertfordshire +23 12 £52,500 +16.66%
Bristol +16 12 £37,500 +7.14% 2
Hampshire +6 11 £45,000 +8.43% 1
Manchester -5 11 £40,000 +73.91%
West Midlands -10 10 £50,000 +20.48% 4
Egham +14 8 - -
Surrey +10 8 - -
Wimbledon - 8 - -
Yorkshire +28 7 £35,500 -8.97%
East Midlands +11 7 £26,250 -22.79%
Staffordshire +2 7 £50,000 -16.66% 2
Leicester - 7 £26,250 -
Leicestershire - 7 £26,250 -
Watford - 6 £67,500 -
West Sussex - 6 £50,000 -
Farnborough - 6 £45,000 -
South Wales +7 5 £37,500 +15.38% 1
Wales +3 5 £37,500 +15.38% 1
Stevenage - 5 £45,000 -
Gatwick - 5 £50,000 -
Kent +23 4 £47,500 -26.92%

Data Cleansing
Top 30 Related IT Skills

For the 6 months to 25 August 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.

1 239 (55.07%) SQL
2 171 (39.40%) ETL
2 171 (39.40%) Business Intelligence
3 156 (35.94%) SQL Server
4 154 (35.48%) Finance
5 145 (33.41%) Data Management
6 135 (31.11%) Microsoft
7 132 (30.41%) Data Quality
8 115 (26.50%) Oracle
9 112 (25.81%) Migration
10 111 (25.58%) Analytical Skills
11 103 (23.73%) Data Modelling
12 101 (23.27%) MS Excel
13 99 (22.81%) Data Analysis
14 93 (21.43%) Data Warehouse
15 83 (19.12%) Analytics
15 83 (19.12%) Degree
16 79 (18.20%) Data Migration
17 76 (17.51%) T-SQL
18 67 (15.44%) Management Information System
19 66 (15.21%) SQL Server Reporting Services
20 65 (14.98%) Informatica
21 63 (14.52%) Tableau
22 62 (14.29%) CRM
23 61 (14.06%) SQL Server Integration Services
24 54 (12.44%) Visualisation
24 54 (12.44%) SAP
25 52 (11.98%) Data Governance
26 51 (11.75%) Retail
27 47 (10.83%) Legal

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 (5.53%) IIS
2 19 (4.38%) SAS
3 17 (3.92%) SharePoint
4 9 (2.07%) JBoss
5 7 (1.61%) Confluence
6 5 (1.15%) SharePoint 2013
7 3 (0.69%) Apache
7 3 (0.69%) Apache Spark
8 2 (0.46%) Tomcat
9 1 (0.23%) Apache Pig
9 1 (0.23%) Elasticsearch
9 1 (0.23%) Oracle Workflow
Applications
1 101 (23.27%) MS Excel
2 45 (10.37%) MS Office
3 20 (4.61%) MS PowerPoint
4 11 (2.53%) MS Visio
5 8 (1.84%) SPSS
6 6 (1.38%) MS Project
Business Applications
1 22 (5.07%) Dynamics CRM
2 8 (1.84%) OpenText VIM for SAP
2 8 (1.84%) SAP CO
2 8 (1.84%) SAP FI
2 8 (1.84%) SAP FI/CO
2 8 (1.84%) SAP MDM
2 8 (1.84%) SAP MM
2 8 (1.84%) SAP SD
3 6 (1.38%) Salesforce.com CRM
3 6 (1.38%) SAP Oil and Gas
4 5 (1.15%) SAP CRM
5 4 (0.92%) Adobe Campaign
6 3 (0.69%) Cognos TM1
6 3 (0.69%) Dynamics AX
6 3 (0.69%) Oracle ERP
7 2 (0.46%) Cognos Business Intelligence
7 2 (0.46%) Oracle CRM
8 1 (0.23%) Academy Housing
8 1 (0.23%) Oracle EBS
8 1 (0.23%) SAP ERP
Cloud Services
1 9 (2.07%) Amazon AWS
2 5 (1.15%) Amazon EC2
2 5 (1.15%) Microsoft Azure
3 2 (0.46%) SaaS
4 1 (0.23%) Google Apps
Communications & Networking
1 19 (4.38%) Internet
2 1 (0.23%) DHCP
2 1 (0.23%) FTP
Database & Business Intelligence
1 156 (35.94%) SQL Server
2 93 (21.43%) Data Warehouse
3 66 (15.21%) SQL Server Reporting Services
4 61 (14.06%) SQL Server Integration Services
5 46 (10.60%) Big Data
6 39 (8.99%) Data Mining
7 38 (8.76%) Relational Database
8 35 (8.06%) QlikView
9 32 (7.37%) SQL Server Analysis Services
10 30 (6.91%) Power BI
10 30 (6.91%) PowerPivot
11 26 (5.99%) SAP Data Services
12 25 (5.76%) BusinessObjects
13 20 (4.61%) MS Access
13 20 (4.61%) SQL Server 2014
14 18 (4.15%) RDBMS
14 18 (4.15%) SQL Server 2012
15 14 (3.23%) DataStage
16 13 (3.00%) Microsoft Analysis Services
17 12 (2.76%) Star Schema
Development Applications
1 33 (7.60%) Talend Open Studio
2 16 (3.69%) JIRA
3 15 (3.46%) ERwin
3 15 (3.46%) LSMW
4 8 (1.84%) Jenkins
5 6 (1.38%) Selenium
6 4 (0.92%) Visual Studio
7 2 (0.46%) Git (software)
7 2 (0.46%) Maven
7 2 (0.46%) SQL Server Management Studio (SSMS)
7 2 (0.46%) Subversion
8 1 (0.23%) MSTest
8 1 (0.23%) NUnit
General
1 154 (35.48%) Finance
2 51 (11.75%) Retail
3 47 (10.83%) Legal
4 31 (7.14%) Banking
4 31 (7.14%) Marketing
5 20 (4.61%) Billing
6 11 (2.53%) Pharmaceutical
7 10 (2.30%) Automotive
7 10 (2.30%) Financial Institution
8 8 (1.84%) Publishing
9 6 (1.38%) Music Industry
10 5 (1.15%) Manufacturing
11 3 (0.69%) Front Office
11 3 (0.69%) Games
11 3 (0.69%) Italian Language
11 3 (0.69%) Polish Language
11 3 (0.69%) Spanish Language
11 3 (0.69%) Swedish Language
12 2 (0.46%) Back Office
12 2 (0.46%) French Language
Job Titles
1 136 (31.34%) Analyst
2 75 (17.28%) Developer
3 73 (16.82%) Data Analyst
4 50 (11.52%) Consultant
5 39 (8.99%) Administrator
6 37 (8.53%) Data Manager
7 32 (7.37%) Architect
7 32 (7.37%) Business Intelligence Developer
7 32 (7.37%) Data Consultant
7 32 (7.37%) SQL Developer
8 27 (6.22%) SQL Analyst
9 25 (5.76%) Senior Consultant
10 24 (5.53%) Business Intelligence Analyst
11 23 (5.30%) Data Migration Consultant
11 23 (5.30%) Migration Consultant
12 22 (5.07%) DBA
13 21 (4.84%) Data Architect
14 19 (4.38%) SSIS Developer
15 16 (3.69%) SQL BI Developer
15 16 (3.69%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 35 (8.06%) .NET
2 22 (5.07%) XML
3 18 (4.15%) ASP.NET
3 18 (4.15%) Web Services
4 17 (3.92%) MDX
5 10 (2.30%) HTML
6 7 (1.61%) Regular Expression
7 6 (1.38%) COM
8 4 (0.92%) ODBC
9 3 (0.69%) ASP.NET Web API
9 3 (0.69%) NumPy
9 3 (0.69%) Pandas
9 3 (0.69%) REST
9 3 (0.69%) RESTful
9 3 (0.69%) scikit-learn
9 3 (0.69%) SOAP
9 3 (0.69%) Spring
10 2 (0.46%) ASP.NET MVC
10 2 (0.46%) ASP.NET MVC 5
10 2 (0.46%) Ext JS
Miscellaneous
1 111 (25.58%) Analytical Skills
2 67 (15.44%) Management Information System
3 54 (12.44%) Visualisation
4 40 (9.22%) Data Integration
5 29 (6.68%) Computer Science
6 23 (5.30%) Data Extraction
7 22 (5.07%) Mathematics
8 17 (3.92%) Data Conversion
9 14 (3.23%) Replication
10 9 (2.07%) Data Structures
10 9 (2.07%) Semantic Web
10 9 (2.07%) Statistics
11 6 (1.38%) Social Media
12 5 (1.15%) Data Protection Act
13 4 (0.92%) Algorithms
13 4 (0.92%) Data Centre
13 4 (0.92%) Enterprise Software
14 3 (0.69%) CMDB
14 3 (0.69%) Derivative
14 3 (0.69%) Virtual Team
Operating Systems
1 18 (4.15%) Windows
2 12 (2.76%) Unix
3 10 (2.30%) Linux
4 4 (0.92%) Windows Server
Processes & Methodologies
1 171 (39.40%) Business Intelligence
1 171 (39.40%) ETL
2 145 (33.41%) Data Management
3 112 (25.81%) Migration
4 103 (23.73%) Data Modelling
5 99 (22.81%) Data Analysis
6 83 (19.12%) Analytics
7 79 (18.20%) Data Migration
8 62 (14.29%) CRM
9 52 (11.98%) Data Governance
10 36 (8.29%) Agile Software Development
11 34 (7.83%) Data Architecture
12 33 (7.60%) Stakeholder Management
13 31 (7.14%) Project Management
14 30 (6.91%) Data Visualisation
15 29 (6.68%) Performance Tuning
15 29 (6.68%) PRINCE2
16 28 (6.45%) Master Data Management
17 26 (5.99%) Business Analysis
17 26 (5.99%) Change Control
Programming Languages
1 239 (55.07%) SQL
2 76 (17.51%) T-SQL
3 41 (9.45%) VBA
4 40 (9.22%) C#
5 20 (4.61%) PL/SQL
6 19 (4.38%) Java
7 17 (3.92%) Python
8 15 (3.46%) Data Analysis Expressions (DAX)
8 15 (3.46%) JavaScript
9 13 (3.00%) ABAP
9 13 (3.00%) PowerShell
10 9 (2.07%) VB
11 7 (1.61%) R
11 7 (1.61%) VBScript
12 6 (1.38%) C++
13 4 (0.92%) PHP
14 3 (0.69%) C
15 2 (0.46%) Scala
15 2 (0.46%) Shell Script
16 1 (0.23%) Groovy
Qualifications
1 83 (19.12%) Degree
2 35 (8.06%) Security Cleared
3 14 (3.23%) SC Cleared
4 4 (0.92%) ITIL Certification
4 4 (0.92%) PhD
5 3 (0.69%) PMI Certification
5 3 (0.69%) PRINCE2 Certification
6 2 (0.46%) Chartered Engineer
6 2 (0.46%) SAP Certification
7 1 (0.23%) CISSP
7 1 (0.23%) DBS Check
7 1 (0.23%) ISTQB
7 1 (0.23%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 132 (30.41%) Data Quality
2 18 (4.15%) QA
3 13 (3.00%) PCI DSS
4 5 (1.15%) EMIR
5 4 (0.92%) CRD IV
5 4 (0.92%) MiFID
6 2 (0.46%) ISO/IEC 27001
6 2 (0.46%) SLA
7 1 (0.23%) COBIT
7 1 (0.23%) Dodd-Frank
7 1 (0.23%) FATCA
System Software
1 1 (0.23%) Apache ZooKeeper
Systems Management
1 2 (0.46%) Ansible
2 1 (0.23%) Hadoop YARN
2 1 (0.23%) SCCM
Vendors
1 135 (31.11%) Microsoft
2 115 (26.50%) Oracle
3 65 (14.98%) Informatica
4 63 (14.52%) Tableau
5 54 (12.44%) SAP
6 33 (7.60%) IBM
6 33 (7.60%) Talend
7 31 (7.14%) Salesforce.com
8 15 (3.46%) Cognos
9 12 (2.76%) Teradata
10 9 (2.07%) Capita
11 8 (1.84%) MicroStrategy
12 5 (1.15%) DataFlux
12 5 (1.15%) Google
13 4 (0.92%) Hyperion
14 3 (0.69%) Alteryx
14 3 (0.69%) Cognizant
14 3 (0.69%) IBM Sterling
14 3 (0.69%) Netezza
14 3 (0.69%) Pardot
Lichfield, Staffordshire
Spring Technology
Salary: £30000.00 - £40000.00 per annum
Posted: 11 hours ago
Brighton, East Sussex
HAYS INFORMATION TECHNOLOGY
Salary: £40000 - £50000 per annum + benefits
Posted: 14 hours ago
London
Venturi
Salary: £65000 - £85000 per annum + Benefits
Posted: 5 hours ago
Brighton, East Sussex
Search Consultancy
Salary: £40000 - £46045.00 per annum + bonus+pension
Posted: Yesterday
Cardiff, South Glamorgan
IntaPeople
Salary: £27000 - £45000 per annum
Posted: 10 hours ago
West London
Nationwide People Ltd
Salary: £20000 - £25000 Per Annum plus benefits, including gym membership
Posted: 12 hours ago
Chester
Churchill Frank International
Salary: £35000 - £45000 per annum + Bonus
Posted: Yesterday
City of London
Streamline Connections Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: Yesterday
England
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: Yesterday
City of London
Streamline Connections Ltd
Salary: £55000 - £60000.00 per annum + Benefits
Posted: Yesterday
West Midlands
Opal Tree Solutions
Salary: £35000 - £42000 per annum + excellent benefits
Posted: Yesterday
Portsmouth
Opal Tree Solutions
Salary: £37000 - £42000 per annum + excellent benefits
Posted: Yesterday
London
Harrington Boyd
Salary: £55000 - £75000 per annum
Posted: 2 days ago
Milton Keynes
KDR Recruitment
Salary: £27000 - £35000 per annum + Benefits
Posted: 6 days ago
London
Colston Consulting
Salary: £80000 - £100000 per annum
Posted: 3 days ago
Brighton
Hays Specialist Recruitment
Salary: £40000 - £50000 per annum + benefits
Posted: 7 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £Competitive Plus Benefits
Posted: 6 days ago
Milton Keynes
Interquest - IQ Tech
Salary: £45000 - £65000 per annum + Car Allowance & Benefits
Posted: 8 days ago
Chipping Sodbury, Bristol
Networx
Salary: Circa £45,000
Posted: 8 days ago
Uxbridge
People Source Consulting
Salary: £35000 - £47000 per annum + Benefits
Posted: 7 days ago
Beckenham
aap3
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 14 days ago
Beckenham
Ampersand Consulting
Salary: £40000 - £45000 per annum + Benefits
Posted: 14 days ago
London
360 Resourcing
Salary: £27,000 + benefits
Posted: 14 days ago
Hungerford
Interquest - IQ Tech
Salary: £20000 - £25000 per annum + £30,000 OTE
Posted: 9 days ago
Wiltshire
Vivid Resourcing
Posted: 24 days ago
Stoke on Trent
Hays Specialist Recruitment Ltd
Salary: £50000.00 - £60000.00 per annum
Posted: 15 days ago