Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South East > Berkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 246 304 323
Rank change year-on-year +58 +19 +3
Permanent jobs citing Data Cleansing 10 7 14
As % of all permanent IT jobs advertised in Berkshire 0.16% 0.081% 0.13%
As % of the Processes & Methodologies category 0.19% 0.092% 0.15%
Number of salaries quoted 8 5 8
Berkshire median annual salary £29,500 £31,000 £34,750
Median salary % change year-on-year -4.84% -10.79% -53.67%
10th Percentile £22,350 £25,600 £21,100
90th Percentile £48,125 £36,150 £42,500
South East median annual salary £40,750 £39,500 £35,000
% change year-on-year +3.16% +12.86% -15.66%

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

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5384 7647 9613
As % of all permanent IT jobs advertised in Berkshire 86.35% 88.32% 86.98%
Number of salaries quoted 4199 5833 7498
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £72,000
South East median annual salary £45,000 £45,000 £45,000

Data Cleansing
Job Vacancy Trend in Berkshire

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Berkshire.

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 6 months to 19 November 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 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +35 4 £27,250 -6.03%
Wokingham - 2 £30,750 -
Slough +6 1 £37,500 -
Bracknell - 1 - -
Newbury - 1 - -
Data Cleansing
South East

For the 6 months to 19 November 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 7 (70.00%) SQL
2 6 (60.00%) SQL Server
3 3 (30.00%) Microsoft
3 3 (30.00%) VBA
3 3 (30.00%) Migration
3 3 (30.00%) Document Management
4 2 (20.00%) Stakeholder Management
4 2 (20.00%) Computer Science
4 2 (20.00%) Data Conversion
4 2 (20.00%) Windows
4 2 (20.00%) Microsoft Office
4 2 (20.00%) Visual Studio
4 2 (20.00%) Microsoft Excel
4 2 (20.00%) Data Warehouse
4 2 (20.00%) ETL
4 2 (20.00%) Business Intelligence
4 2 (20.00%) C#
4 2 (20.00%) XAML
4 2 (20.00%) Workflow
4 2 (20.00%) Finance
4 2 (20.00%) Data Analysis
4 2 (20.00%) SQL Server Integration Services
4 2 (20.00%) Data Quality
4 2 (20.00%) Analytics
4 2 (20.00%) Analytical Skills
4 2 (20.00%) Power BI
4 2 (20.00%) Strategic Thinking
4 2 (20.00%) Innovative Thinking
5 1 (10.00%) Data Lake
5 1 (10.00%) Data Deduplication

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 1 (10.00%) SharePoint
Applications
1 2 (20.00%) Microsoft Excel
1 2 (20.00%) Microsoft Office
Business Applications
1 1 (10.00%) Dynamics AX
1 1 (10.00%) SAP CRM
Cloud Services
1 1 (10.00%) Cortana Intelligence Suite
1 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 6 (60.00%) SQL Server
2 2 (20.00%) Data Warehouse
2 2 (20.00%) Power BI
2 2 (20.00%) SQL Server Integration Services
3 1 (10.00%) Azure SQL Database
3 1 (10.00%) Big Data
3 1 (10.00%) Data Lake
3 1 (10.00%) Data Mining
3 1 (10.00%) GIS
3 1 (10.00%) Hadoop
3 1 (10.00%) Microsoft Analysis Services
3 1 (10.00%) Oracle Reports
3 1 (10.00%) PowerPivot
3 1 (10.00%) RDBMS
3 1 (10.00%) Relational Database
3 1 (10.00%) SQL Server Analysis Services
3 1 (10.00%) SQL Server Reporting Services
Development Applications
1 2 (20.00%) Visual Studio
General
1 2 (20.00%) Finance
2 1 (10.00%) Retail
Job Titles
1 4 (40.00%) Analyst
2 3 (30.00%) Data Analyst
3 2 (20.00%) Consultant
3 2 (20.00%) Developer
3 2 (20.00%) Graduate
3 2 (20.00%) Graduate Developer
4 1 (10.00%) Business Analyst
4 1 (10.00%) Business Consultant
4 1 (10.00%) Business Data Analyst
4 1 (10.00%) Business Intelligence Consultant
4 1 (10.00%) Business Process Analyst
4 1 (10.00%) C# Developer
4 1 (10.00%) Data Migration Specialist
4 1 (10.00%) Microsoft Consultant
4 1 (10.00%) Performance Analyst
4 1 (10.00%) Process Analyst
4 1 (10.00%) Report Analyst
4 1 (10.00%) SQL Developer
4 1 (10.00%) Technical Consultant
4 1 (10.00%) VBA Developer
Libraries, Frameworks & Software Standards
1 1 (10.00%) XML
Miscellaneous
1 2 (20.00%) Analytical Skills
1 2 (20.00%) Computer Science
Operating Systems
1 2 (20.00%) Windows
Processes & Methodologies
1 3 (30.00%) Document Management
1 3 (30.00%) Migration
2 2 (20.00%) Analytics
2 2 (20.00%) Business Intelligence
2 2 (20.00%) Data Analysis
2 2 (20.00%) Data Conversion
2 2 (20.00%) ETL
2 2 (20.00%) Innovative Thinking
2 2 (20.00%) Stakeholder Management
2 2 (20.00%) Strategic Thinking
2 2 (20.00%) Workflow
3 1 (10.00%) Customer Acquisition
3 1 (10.00%) Customer Engagement
3 1 (10.00%) Data Architecture
3 1 (10.00%) Data Deduplication
3 1 (10.00%) Demand Generation
3 1 (10.00%) Kimball Methodology
3 1 (10.00%) Project Management
3 1 (10.00%) SDLC
3 1 (10.00%) Technical Analysis
Programming Languages
1 7 (70.00%) SQL
2 3 (30.00%) VBA
3 2 (20.00%) C#
3 2 (20.00%) XAML
Qualifications
1 1 (10.00%) SC Cleared
1 1 (10.00%) Security Cleared
Quality Assurance & Compliance
1 2 (20.00%) Data Quality
Vendors
1 3 (30.00%) Microsoft
2 1 (10.00%) Callidus
2 1 (10.00%) HP
2 1 (10.00%) Oracle
2 1 (10.00%) Salesforce.com
2 1 (10.00%) SAP
2 1 (10.00%) ServiceNow
2 1 (10.00%) Siebel