Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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)
North West > Cheshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 155 144 171
Rank change year-on-year -11 +27 +13
Permanent jobs citing Data Cleansing 17 4 6
As % of all permanent IT jobs advertised in Cheshire 0.56% 0.18% 0.18%
As % of the Processes & Methodologies category 0.63% 0.20% 0.21%
Number of salaries quoted 14 4 5
Cheshire median annual salary £20,000 £40,000 £42,500
Median salary % change year-on-year -50.00% -5.88% +70.00%
10th Percentile £19,000 £30,150 £32,250
90th Percentile £60,250 £42,500 £43,750
North West median annual salary £23,000 £39,000 £27,500
% change year-on-year -41.03% +41.82% -26.67%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2680 1965 2881
As % of all permanent IT jobs advertised in Cheshire 88.68% 87.22% 88.46%
Number of salaries quoted 2025 1667 2440
Cheshire median annual salary £44,000 £37,500 £40,000
Median salary % change year-on-year +17.33% -6.25% -
10th Percentile £26,250 £22,500 £22,500
90th Percentile £65,000 £60,000 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Data Cleansing
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Data Cleansing in Cheshire

Data Cleansing
Salary Trend in Cheshire

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

Salary trend for Data Cleansing in Cheshire

Data Cleansing
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Cleansing in Cheshire over the 6 months to 19 November 2017.

Salary histogram for Data Cleansing in Cheshire

Data Cleansing
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the Cheshire 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
Warrington +4 4 £20,000 -31.03%
Knutsford - 2 £60,000 -
Data Cleansing
North West

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 Cheshire region with a requirement for Data Cleansing.

1 11 (64.71%) B2B
1 11 (64.71%) Telesales
1 11 (64.71%) Marketing
1 11 (64.71%) Business Development
2 5 (29.41%) Data Quality
2 5 (29.41%) Teradata
2 5 (29.41%) SQL
2 5 (29.41%) Unix
2 5 (29.41%) Informatica
2 5 (29.41%) Trillium
3 4 (23.53%) Finance
3 4 (23.53%) Oracle
3 4 (23.53%) IBM
3 4 (23.53%) ETL
3 4 (23.53%) SAS
3 4 (23.53%) Agile Software Development
3 4 (23.53%) Data Structures
4 3 (17.65%) Master Data Management
4 3 (17.65%) Ab Initio
4 3 (17.65%) Data Management
4 3 (17.65%) Microsoft
4 3 (17.65%) Microsoft Office
4 3 (17.65%) Microsoft Excel
4 3 (17.65%) MS Visio
5 2 (11.76%) Data Security
5 2 (11.76%) QualityStage
5 2 (11.76%) DataFlux
5 2 (11.76%) Customer Insight
5 2 (11.76%) IBM InfoSphere
5 2 (11.76%) Analytical Skills

Data Cleansing
Co-occurring IT Skills in Cheshire 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 4 (23.53%) SAS
Applications
1 3 (17.65%) Microsoft Excel
1 3 (17.65%) Microsoft Office
1 3 (17.65%) MS Visio
Database & Business Intelligence
1 2 (11.76%) IBM InfoSphere
1 2 (11.76%) QualityStage
General
1 11 (64.71%) Marketing
2 4 (23.53%) Finance
Job Titles
1 11 (64.71%) Telesales Executive
2 8 (47.06%) Telemarketer
3 2 (11.76%) Data Quality Specialist
4 1 (5.88%) Analyst
4 1 (5.88%) Consultant
4 1 (5.88%) ServiceNow Consultant
4 1 (5.88%) Technical Analyst
4 1 (5.88%) Technical Consultant
4 1 (5.88%) Technical Specialist
Miscellaneous
1 4 (23.53%) Data Structures
2 2 (11.76%) Analytical Skills
Operating Systems
1 5 (29.41%) Unix
Processes & Methodologies
1 11 (64.71%) B2B
1 11 (64.71%) Business Development
1 11 (64.71%) Telesales
2 4 (23.53%) Agile Software Development
2 4 (23.53%) ETL
3 3 (17.65%) Data Management
3 3 (17.65%) Master Data Management
4 2 (11.76%) Customer Insight
4 2 (11.76%) Data Security
4 2 (11.76%) ETL Development
4 2 (11.76%) Prototyping
5 1 (5.88%) Data Conversion
5 1 (5.88%) Integration Testing
5 1 (5.88%) Network Design
5 1 (5.88%) Single Customer View
5 1 (5.88%) Stakeholder Management
5 1 (5.88%) Technical Analysis
Programming Languages
1 5 (29.41%) SQL
Quality Assurance & Compliance
1 5 (29.41%) Data Quality
Vendors
1 5 (29.41%) Informatica
1 5 (29.41%) Teradata
1 5 (29.41%) Trillium
2 4 (23.53%) IBM
2 4 (23.53%) Oracle
3 3 (17.65%) Ab Initio
3 3 (17.65%) Microsoft
4 2 (11.76%) DataFlux
4 2 (11.76%) Datanomic
5 1 (5.88%) ServiceNow