Period
to 23 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 23 July 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
West Midlands > Birmingham
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 193 212 188
Rank change year-on-year +19 -24 -19
Permanent jobs citing Data Cleansing 3 2 4
As % of all permanent IT jobs advertised in Birmingham 0.078% 0.042% 0.10%
As % of the Processes & Methodologies category 0.087% 0.048% 0.12%
Number of salaries quoted 2 2 4
Birmingham median annual salary £35,750 £47,500 £47,250
Median salary % change year-on-year -24.74% +0.53% +35.00%
10th Percentile £22,525 £42,000 £37,375
90th Percentile £49,575 £55,000 £55,250
West Midlands median annual salary £37,500 £37,500 £40,000
% change year-on-year - -6.25% -20.00%

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 Birmingham with a requirement for process and methodology skills.

Process & Methodology Skills
Birmingham
Permanent job vacancies with a requirement for process and methodology skills 3444 4203 3336
As % of all permanent IT job vacancies advertised in Birmingham 89.69% 87.31% 86.16%
Number of salaries quoted 2800 3107 2715
Birmingham median annual salary £44,000 £42,500 £43,500
Median salary % change year-on-year +3.53% -2.30% -3.33%
10th Percentile £26,750 £25,750 £26,250
90th Percentile £65,000 £70,000 £70,000
West Midlands median annual salary £40,500 £40,500 £40,000
% change year-on-year - +1.25% -

Data Cleansing
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Cleansing in Birmingham

Data Cleansing
Salary Trend in Birmingham

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

Salary trend for Data Cleansing in Birmingham

Data Cleansing
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Cleansing in Birmingham over the 6 months to 23 July 2017.

Salary histogram for Data Cleansing in Birmingham

For the 6 months to 23 July 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 Birmingham region with a requirement for Data Cleansing.

1 2 (66.67%) Microsoft
2 1 (33.33%) Finance
2 1 (33.33%) Agile Software Development
2 1 (33.33%) Banking
2 1 (33.33%) Retail
2 1 (33.33%) Data Management
2 1 (33.33%) SQL Server Reporting Services
2 1 (33.33%) SQL Server Integration Services
2 1 (33.33%) Marketing
2 1 (33.33%) Degree
2 1 (33.33%) Mathematics
2 1 (33.33%) Spotfire
2 1 (33.33%) QlikView
2 1 (33.33%) Credit Risk
2 1 (33.33%) SQL Server Analysis Services
2 1 (33.33%) Visualisation
2 1 (33.33%) Tableau
2 1 (33.33%) Risk Analytics
2 1 (33.33%) Analytics
2 1 (33.33%) Qlik Sense
2 1 (33.33%) Power BI
2 1 (33.33%) Java
2 1 (33.33%) JavaScript
2 1 (33.33%) SQL
2 1 (33.33%) ETL
2 1 (33.33%) SAS
2 1 (33.33%) Business Intelligence

Data Cleansing
Co-occurring IT Skills in Birmingham 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 (33.33%) SAS
Database & Business Intelligence
1 1 (33.33%) Power BI
1 1 (33.33%) Qlik Sense
1 1 (33.33%) QlikView
1 1 (33.33%) Spotfire
1 1 (33.33%) SQL Server Analysis Services
1 1 (33.33%) SQL Server Integration Services
1 1 (33.33%) SQL Server Reporting Services
General
1 1 (33.33%) Banking
1 1 (33.33%) Finance
1 1 (33.33%) Marketing
1 1 (33.33%) Retail
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Business Intelligence Developer
1 1 (33.33%) Consultant
1 1 (33.33%) Developer
1 1 (33.33%) Power BI Developer
1 1 (33.33%) Resourcer
1 1 (33.33%) SAS Analyst
1 1 (33.33%) Senior Analyst
1 1 (33.33%) Senior SAS Analyst
Miscellaneous
1 1 (33.33%) Credit Risk
Processes & Methodologies
1 1 (33.33%) Agile Software Development
1 1 (33.33%) Analytics
1 1 (33.33%) Business Intelligence
1 1 (33.33%) Data Management
1 1 (33.33%) ETL
1 1 (33.33%) Mathematics
1 1 (33.33%) Risk Analytics
1 1 (33.33%) Visualisation
Programming Languages
1 1 (33.33%) Java
1 1 (33.33%) JavaScript
1 1 (33.33%) SQL
Qualifications
1 1 (33.33%) Degree
Vendors
1 2 (66.67%) Microsoft
2 1 (33.33%) Tableau