The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Data Cleansing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Cleansing over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South East / Berkshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 174 209 219
Rank change year-on-year +35 +10  
Permanent jobs citing Data Cleansing 9 4 5
As % of all permanent IT jobs advertised in Berkshire 0.28% 0.090% 0.097%
As % of the Processes & Methodologies category 0.33% 0.10% 0.11%
Number of salaries quoted 8 3 4
Median salary £33,750 £42,500 £46,250
Median salary % change year-on-year -20.58% -8.10%  
90% offered a salary of more than £27,250 £41,500 £38,000
10% offered a salary of more than £70,000 £42,500 £59,750
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Berkshire
Permanent job vacancies with a requirement for process and methodology skills 2766 3939 4443
As % of all permanent IT job vacancies advertised in Berkshire 84.59% 88.44% 86.24%
Number of salaries quoted 2167 3115 3241
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Cleansing
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing Data Cleansing as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing in Berkshire

Data Cleansing
Salary Trend in Berkshire

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

Salary trend for Data Cleansing in Berkshire

Data Cleansing
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Cleansing in Berkshire over the 3 months to 25 June 2017.

Salary histogram for Data Cleansing in Berkshire

Data Cleansing
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the Berkshire region over the 3 months to 25 June 2017. 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 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
Reading +26 7 £34,250 -19.41% 1
Slough +4 1 £37,500 -11.76%
Bracknell - 1 £27,500 -
Data Cleansing
South East

For the 6 months to 25 June 2017, 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 Berkshire region with a requirement for Data Cleansing.

1 8 (40.00%) Data Mining
1 8 (40.00%) Migration
1 8 (40.00%) Hadoop
1 8 (40.00%) Big Data
1 8 (40.00%) Relational Database
2 6 (30.00%) Mentoring
2 6 (30.00%) Apache Spark
2 6 (30.00%) Algorithms
2 6 (30.00%) Virtual Team
2 6 (30.00%) Kafka
2 6 (30.00%) HBase
2 6 (30.00%) Social Media
2 6 (30.00%) Apache Hive
2 6 (30.00%) NoSQL
2 6 (30.00%) Data Visualisation
2 6 (30.00%) REST
2 6 (30.00%) Master's Degree
2 6 (30.00%) Visualisation
2 6 (30.00%) Software Architecture
2 6 (30.00%) Agile Software Development
2 6 (30.00%) Software Engineering
2 6 (30.00%) Degree
2 6 (30.00%) QA
2 6 (30.00%) Web Services
2 6 (30.00%) Oracle
2 6 (30.00%) Regression Testing
3 5 (25.00%) Change Management
3 5 (25.00%) Project Management
3 5 (25.00%) SQL
3 5 (25.00%) Microsoft

Data Cleansing
Co-occurring IT Skills in Berkshire 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 6 (30.00%) Apache Spark
2 2 (10.00%) SharePoint
Applications
1 4 (20.00%) Microsoft Excel
Business Applications
1 2 (10.00%) FastStats
Cloud Services
1 3 (15.00%) SuccessFactors
2 2 (10.00%) Cortana Intelligence Suite
2 2 (10.00%) Microsoft Azure
Database & Business Intelligence
1 8 (40.00%) Big Data
1 8 (40.00%) Data Mining
1 8 (40.00%) Hadoop
1 8 (40.00%) Relational Database
2 6 (30.00%) Apache Hive
2 6 (30.00%) HBase
2 6 (30.00%) NoSQL
3 3 (15.00%) Power BI
3 3 (15.00%) SQL Server
4 2 (10.00%) Azure SQL Database
4 2 (10.00%) Data Lake
4 2 (10.00%) Data Warehouse
4 2 (10.00%) Microsoft Analysis Services
4 2 (10.00%) MS Access
4 2 (10.00%) RDBMS
4 2 (10.00%) SQL Server Analysis Services
4 2 (10.00%) SQL Server Integration Services
4 2 (10.00%) SQL Server Reporting Services
5 1 (5.00%) GIS
5 1 (5.00%) PowerPivot
General
1 5 (25.00%) Retail
2 1 (5.00%) Finance
Job Titles
1 11 (55.00%) Analyst
2 6 (30.00%) Big Data Engineer
2 6 (30.00%) Data Engineer
3 5 (25.00%) Business Analyst
4 3 (15.00%) Applications Support
4 3 (15.00%) Applications Support Analyst
4 3 (15.00%) Data Analyst
4 3 (15.00%) Support Analyst
5 2 (10.00%) Business Consultant
5 2 (10.00%) Business Intelligence Consultant
5 2 (10.00%) Consultant
5 2 (10.00%) Microsoft BI Consultant
5 2 (10.00%) Microsoft Consultant
6 1 (5.00%) Business Data Analyst
6 1 (5.00%) Business Performance Analyst
6 1 (5.00%) Business Process Analyst
6 1 (5.00%) E-Commerce Analyst
6 1 (5.00%) E-Commerce Business Analyst
6 1 (5.00%) HR Analyst
6 1 (5.00%) Performance Analyst
Libraries, Frameworks & Software Standards
1 6 (30.00%) Kafka
1 6 (30.00%) REST
1 6 (30.00%) Web Services
Miscellaneous
1 6 (30.00%) Algorithms
1 6 (30.00%) Social Media
1 6 (30.00%) Virtual Team
2 3 (15.00%) Analytical Skills
Processes & Methodologies
1 8 (40.00%) Migration
2 6 (30.00%) Agile Software Development
2 6 (30.00%) Data Visualisation
2 6 (30.00%) Mentoring
2 6 (30.00%) Regression Testing
2 6 (30.00%) Software Architecture
2 6 (30.00%) Software Engineering
2 6 (30.00%) Visualisation
3 5 (25.00%) Analytics
3 5 (25.00%) Business Analysis
3 5 (25.00%) Change Management
3 5 (25.00%) Project Management
3 5 (25.00%) SDLC
3 5 (25.00%) Stakeholder Management
3 5 (25.00%) Test Scripting
4 3 (15.00%) Business Intelligence
4 3 (15.00%) Continuous Improvement
4 3 (15.00%) Data Migration
4 3 (15.00%) Data Modelling
4 3 (15.00%) SAP Implementation
Programming Languages
1 5 (25.00%) SQL
2 1 (5.00%) VBA
Qualifications
1 6 (30.00%) Degree
1 6 (30.00%) Master's Degree
2 5 (25.00%) SC Cleared
2 5 (25.00%) Security Cleared
Quality Assurance & Compliance
1 6 (30.00%) QA
2 1 (5.00%) COBIT
2 1 (5.00%) ISO/IEC 19770
Vendors
1 6 (30.00%) Oracle
2 5 (25.00%) Microsoft
3 3 (15.00%) SAP
4 1 (5.00%) Adobe
4 1 (5.00%) Symantec
Reading
Hays West And Wales
Salary: £28000.00 - £32000.00 per annum
Posted: 10 days ago