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 28 March 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
28 Mar 2017
Same period 2016 Same period 2015
Rank 172 209 231
Rank change year-on-year +37 +22  
Permanent jobs citing Data Cleansing 11 13 6
As % of all permanent IT jobs advertised in Berkshire 0.33% 0.26% 0.11%
As % of the Processes & Methodologies category 0.38% 0.30% 0.13%
Number of salaries quoted 6 13 6
Median salary £37,500 £42,000 £62,500
Median salary % change year-on-year -10.71% -32.80%  
90% offered a salary of more than £35,750 £36,300 £58,500
10% offered a salary of more than £39,000 £42,500 £65,000
UK excluding London median salary £44,500 £41,500 £40,000
% change year-on-year +7.22% +3.75%  

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 2876 4347 4706
As % of all permanent IT job vacancies advertised in Berkshire 85.19% 87.15% 86.08%
Number of salaries quoted 2254 3498 3383
Median salary £52,500 £52,500 £52,500
90% offered a salary of more than £32,500 £35,000 £35,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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
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 28 March 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 +31 7 £39,000 -7.14% 3
Slough +20 4 £37,000 -10.84%
Data Cleansing
South East

For the 6 months to 28 March 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 (46.67%) Migration
2 6 (40.00%) Relational Database
3 5 (33.33%) Mentoring
3 5 (33.33%) Apache Spark
3 5 (33.33%) Algorithms
3 5 (33.33%) HBase
3 5 (33.33%) Big Data
3 5 (33.33%) Kafka
3 5 (33.33%) Virtual Team
3 5 (33.33%) QA
3 5 (33.33%) Hadoop
3 5 (33.33%) Visualisation
3 5 (33.33%) Software Architecture
3 5 (33.33%) Social Media
3 5 (33.33%) Apache Hive
3 5 (33.33%) NoSQL
3 5 (33.33%) Data Visualisation
3 5 (33.33%) REST
3 5 (33.33%) Regression Testing
3 5 (33.33%) Software Engineering
3 5 (33.33%) Agile Software Development
3 5 (33.33%) Degree
3 5 (33.33%) Web Services
3 5 (33.33%) Oracle
3 5 (33.33%) Data Mining
4 4 (26.67%) Project Management
4 4 (26.67%) Change Management
4 4 (26.67%) Retail
4 4 (26.67%) Business Analysis
4 4 (26.67%) Stakeholder Management

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 5 (33.33%) Apache Spark
Applications
1 3 (20.00%) MS Office
2 1 (6.67%) MS Excel
Cloud Services
1 2 (13.33%) SuccessFactors
Database & Business Intelligence
1 6 (40.00%) Relational Database
2 5 (33.33%) Apache Hive
2 5 (33.33%) Big Data
2 5 (33.33%) Data Mining
2 5 (33.33%) Hadoop
2 5 (33.33%) HBase
2 5 (33.33%) NoSQL
3 1 (6.67%) MS Access
General
1 4 (26.67%) Retail
2 1 (6.67%) Finance
Job Titles
1 10 (66.67%) Analyst
2 5 (33.33%) Big Data Engineer
2 5 (33.33%) Data Engineer
3 4 (26.67%) Business Analyst
4 3 (20.00%) Data Analyst
5 2 (13.33%) Applications Support
5 2 (13.33%) Applications Support Analyst
5 2 (13.33%) Support Analyst
6 1 (6.67%) Business Support Analyst
6 1 (6.67%) Data Cleansing Analyst
6 1 (6.67%) Data Integrity Analyst
6 1 (6.67%) Data Quality Analyst
6 1 (6.67%) E-Commerce Analyst
6 1 (6.67%) E-Commerce Business Analyst
6 1 (6.67%) HR Analyst
6 1 (6.67%) Quality Analyst
6 1 (6.67%) Senior Analyst
6 1 (6.67%) Senior Systems Analyst
6 1 (6.67%) Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (33.33%) Kafka
1 5 (33.33%) REST
1 5 (33.33%) Web Services
Miscellaneous
1 5 (33.33%) Algorithms
1 5 (33.33%) Social Media
1 5 (33.33%) Virtual Team
2 2 (13.33%) Analytical Skills
Processes & Methodologies
1 7 (46.67%) Migration
2 5 (33.33%) Agile Software Development
2 5 (33.33%) Data Visualisation
2 5 (33.33%) Mentoring
2 5 (33.33%) Regression Testing
2 5 (33.33%) Software Architecture
2 5 (33.33%) Software Engineering
2 5 (33.33%) Visualisation
3 4 (26.67%) Business Analysis
3 4 (26.67%) Change Management
3 4 (26.67%) Project Management
3 4 (26.67%) SDLC
3 4 (26.67%) Stakeholder Management
3 4 (26.67%) Test Scripting
4 3 (20.00%) Data Migration
5 2 (13.33%) Continuous Improvement
5 2 (13.33%) SAP Implementation
6 1 (6.67%) Business Development
6 1 (6.67%) Time Management
6 1 (6.67%) Validation
Programming Languages
1 2 (13.33%) SQL
Qualifications
1 5 (33.33%) Degree
2 2 (13.33%) SC Cleared
2 2 (13.33%) Security Cleared
Quality Assurance & Compliance
1 5 (33.33%) QA
2 1 (6.67%) Data Quality
2 1 (6.67%) SLA
Vendors
1 5 (33.33%) Oracle
2 2 (13.33%) SAP
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £26500.00 - £28000.00 per annum
Posted: 4 days ago
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £26000.00 - £28500.00 per annum
Posted: 6 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 11 days ago