Period
to 19 January 2018

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 19 January 2018 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
West Midlands > Birmingham
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 175 210 178
Rank change year-on-year +35 -32 +16
Permanent jobs citing Data Cleansing 15 2 9
As % of all permanent IT jobs advertised in Birmingham 0.41% 0.046% 0.24%
As % of the Processes & Methodologies category 0.46% 0.051% 0.27%
Number of salaries quoted 8 2 13
Birmingham median annual salary £52,500 £36,250 £55,000
Median salary % change year-on-year +44.83% -34.09% +29.41%
10th Percentile £50,000 £35,125 £47,500
90th Percentile £62,125 £38,375 £57,500
West Midlands median annual salary £52,500 £42,500 £53,750
% change year-on-year +23.53% -20.93% +26.47%

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 Birmingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3,294 3,944 3,280
As % of all permanent IT jobs advertised in Birmingham 89.75% 90.54% 86.82%
Number of salaries quoted 2,458 2,896 2,774
Birmingham median annual salary £45,000 £42,765 £42,500
Median salary % change year-on-year +5.23% +0.62% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £68,750 £66,500 £67,500
West Midlands median annual salary £41,250 £41,500 £41,500
% change year-on-year -0.60% - +3.75%

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 19 January 2018.

Salary histogram for Data Cleansing in Birmingham

For the 6 months to 19 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 Birmingham region with a requirement for Data Cleansing.

1 15 (100.00%) Business Intelligence
2 10 (66.67%) Migration
2 10 (66.67%) Data Migration
3 9 (60.00%) ETL
3 9 (60.00%) Data Warehouse
4 8 (53.33%) SAP
4 8 (53.33%) BusinessObjects
4 8 (53.33%) SAP Data Services
4 8 (53.33%) BODI
5 7 (46.67%) Finance
5 7 (46.67%) Microsoft
5 7 (46.67%) SQL
5 7 (46.67%) SQL Server
6 6 (40.00%) Microsoft Office
6 6 (40.00%) CRM
7 5 (33.33%) Oracle Reports
7 5 (33.33%) XML
7 5 (33.33%) Oracle
7 5 (33.33%) Data Quality
8 4 (26.67%) Analytical Skills
8 4 (26.67%) Data Analysis
8 4 (26.67%) Business Analysis
8 4 (26.67%) Marketing
8 4 (26.67%) VBA
8 4 (26.67%) Microsoft Excel
8 4 (26.67%) E-Commerce
8 4 (26.67%) ERP
9 3 (20.00%) Process Management
9 3 (20.00%) Management Information System
9 3 (20.00%) SQL Server Reporting Services

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 (6.67%) SharePoint
Applications
1 6 (40.00%) Microsoft Office
2 4 (26.67%) Microsoft Excel
Cloud Services
1 1 (6.67%) Cortana Intelligence Suite
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 9 (60.00%) Data Warehouse
2 8 (53.33%) BODI
2 8 (53.33%) BusinessObjects
2 8 (53.33%) SAP Data Services
3 7 (46.67%) SQL Server
4 5 (33.33%) Oracle Reports
5 3 (20.00%) SQL Server Integration Services
5 3 (20.00%) SQL Server Reporting Services
6 1 (6.67%) Azure SQL Database
6 1 (6.67%) Big Data
6 1 (6.67%) Data Lake
6 1 (6.67%) Data Mining
6 1 (6.67%) Hadoop
6 1 (6.67%) Microsoft Analysis Services
6 1 (6.67%) Power BI
6 1 (6.67%) RDBMS
6 1 (6.67%) Relational Database
6 1 (6.67%) SQL Server Analysis Services
General
1 7 (46.67%) Finance
2 4 (26.67%) Marketing
Job Titles
1 8 (53.33%) Developer
1 8 (53.33%) SAP Developer
2 7 (46.67%) SAP BusinessObjects (BO) Developer
3 4 (26.67%) Analyst
3 4 (26.67%) Graduate
3 4 (26.67%) Graduate Analyst
3 4 (26.67%) Information Analyst
3 4 (26.67%) MI Analyst
4 2 (13.33%) Applications Manager
4 2 (13.33%) Applications Support
4 2 (13.33%) Applications Support Manager
4 2 (13.33%) Support Manager
5 1 (6.67%) Business Consultant
5 1 (6.67%) Business Intelligence Consultant
5 1 (6.67%) Consultant
5 1 (6.67%) Microsoft BI Consultant
5 1 (6.67%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 5 (33.33%) XML
Miscellaneous
1 4 (26.67%) Analytical Skills
2 3 (20.00%) Management Information System
Operating Systems
1 2 (13.33%) Unix
Processes & Methodologies
1 15 (100.00%) Business Intelligence
2 10 (66.67%) Data Migration
2 10 (66.67%) Migration
3 9 (60.00%) ETL
4 6 (40.00%) CRM
5 4 (26.67%) Business Analysis
5 4 (26.67%) Data Analysis
5 4 (26.67%) E-Commerce
5 4 (26.67%) ERP
6 3 (20.00%) Process Management
7 2 (13.33%) Stakeholder Management
8 1 (6.67%) Analytics
8 1 (6.67%) Data Architecture
8 1 (6.67%) Data Conversion
8 1 (6.67%) Data Integration
8 1 (6.67%) Data Modelling
8 1 (6.67%) Kimball Methodology
8 1 (6.67%) Predictive Analytics
8 1 (6.67%) Use Case
Programming Languages
1 7 (46.67%) SQL
2 4 (26.67%) VBA
Qualifications
1 1 (6.67%) SC Cleared
1 1 (6.67%) Security Cleared
Quality Assurance & Compliance
1 5 (33.33%) Data Quality
Vendors
1 8 (53.33%) SAP
2 7 (46.67%) Microsoft
3 5 (33.33%) Oracle
4 2 (13.33%) Citrix