Period
to 21 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 21 January 2018 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
East of England > Hertfordshire
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 190 208 220
Rank change year-on-year +18 +12 -17
Permanent jobs citing Data Cleansing 16 6 11
As % of all permanent IT jobs advertised in Hertfordshire 0.36% 0.14% 0.22%
As % of the Processes & Methodologies category 0.42% 0.15% 0.25%
Number of salaries quoted 16 5 11
Hertfordshire median annual salary £35,000 £42,500 £47,500
Median salary % change year-on-year -17.65% -10.53% +5.56%
10th Percentile £21,250 £27,500 £22,500
90th Percentile £40,000 £43,750 £62,500
East of England median annual salary £35,000 £42,500 £56,000
% change year-on-year -17.65% -24.11% +24.44%

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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 3,809 3,888 4,367
As % of all permanent IT jobs advertised in Hertfordshire 85.27% 88.44% 86.65%
Number of salaries quoted 3,221 3,210 3,560
Hertfordshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £28,250 £27,500 £27,475
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £48,000 £45,344 £45,000
% change year-on-year +5.86% +0.76% -

Data Cleansing
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Cleansing in Hertfordshire

Data Cleansing
Salary Trend in Hertfordshire

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

Salary trend for Data Cleansing in Hertfordshire

Data Cleansing
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Cleansing in Hertfordshire over the 6 months to 21 January 2018.

Salary histogram for Data Cleansing in Hertfordshire

Data Cleansing
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the Hertfordshire region over the 6 months to 21 January 2018. 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
Welwyn - 6 £35,000 -
Tring -7 1 £27,500 -35.29%
Watford - 1 £36,500 - 1
Data Cleansing
East of England

For the 6 months to 21 January 2018, 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 Hertfordshire region with a requirement for Data Cleansing.

1 13 (81.25%) Data Management
1 13 (81.25%) Mathematics
1 13 (81.25%) Data Quality
1 13 (81.25%) Validation
2 2 (12.50%) Migration
2 2 (12.50%) Finance
2 2 (12.50%) Oracle
2 2 (12.50%) SQL
2 2 (12.50%) ERP
3 1 (6.25%) Data Modelling
3 1 (6.25%) Data Mining
3 1 (6.25%) ETL
3 1 (6.25%) Microsoft
3 1 (6.25%) Project Management
3 1 (6.25%) T-SQL
3 1 (6.25%) Java
3 1 (6.25%) JavaScript
3 1 (6.25%) Microsoft Office
3 1 (6.25%) Change Management
3 1 (6.25%) Computer Science
3 1 (6.25%) Oracle Database 11g
3 1 (6.25%) User Acceptance Testing
3 1 (6.25%) Data Migration
3 1 (6.25%) Data Conversion
3 1 (6.25%) Oracle Fusion
3 1 (6.25%) Cash Management
3 1 (6.25%) General Ledger
3 1 (6.25%) Supplier Management
3 1 (6.25%) Project Planning
3 1 (6.25%) Degree

Data Cleansing
Co-occurring IT Skills in Hertfordshire 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:

Applications
1 1 (6.25%) Microsoft Office
Business Applications
1 1 (6.25%) Oracle Assets
1 1 (6.25%) Oracle Cash Management
1 1 (6.25%) Oracle Payables
1 1 (6.25%) Oracle Receivables
Database & Business Intelligence
1 1 (6.25%) Data Mining
1 1 (6.25%) Oracle Database
1 1 (6.25%) Oracle Database 11g
General
1 2 (12.50%) Finance
2 1 (6.25%) General Ledger
Job Titles
1 14 (87.50%) Analyst
2 13 (81.25%) Data Analyst
2 13 (81.25%) Excel Analyst
3 1 (6.25%) Business Analyst
3 1 (6.25%) Data Migration Specialist
3 1 (6.25%) Developer
3 1 (6.25%) Graduate
3 1 (6.25%) Graduate Developer
3 1 (6.25%) Graduate Java Developer
3 1 (6.25%) Java Developer
3 1 (6.25%) Migration Specialist
Libraries, Frameworks & Software Standards
1 1 (6.25%) Oracle Fusion
Miscellaneous
1 1 (6.25%) Computer Science
Processes & Methodologies
1 13 (81.25%) Data Management
1 13 (81.25%) Mathematics
1 13 (81.25%) Validation
2 2 (12.50%) ERP
2 2 (12.50%) Migration
3 1 (6.25%) Cash Management
3 1 (6.25%) Change Management
3 1 (6.25%) Data Conversion
3 1 (6.25%) Data Deduplication
3 1 (6.25%) Data Migration
3 1 (6.25%) Data Modelling
3 1 (6.25%) ETL
3 1 (6.25%) Machine Learning
3 1 (6.25%) Project Management
3 1 (6.25%) Project Planning
3 1 (6.25%) Supplier Management
3 1 (6.25%) System Integration Testing
3 1 (6.25%) User Acceptance Testing
Programming Languages
1 2 (12.50%) SQL
2 1 (6.25%) Java
2 1 (6.25%) JavaScript
2 1 (6.25%) T-SQL
Qualifications
1 1 (6.25%) Computer Science Degree
1 1 (6.25%) Degree
Quality Assurance & Compliance
1 13 (81.25%) Data Quality
Vendors
1 2 (12.50%) Oracle
2 1 (6.25%) Microsoft