Period
to 21 November 2017

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

Data Cleansing (Data Cleaning, Data Scrubbing)
England > West Midlands
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 298 315 304
Rank change year-on-year +17 -11 +16
Permanent jobs citing Data Cleansing 25 24 19
As % of all permanent IT jobs advertised in the West Midlands 0.25% 0.21% 0.18%
As % of the Processes & Methodologies category 0.28% 0.24% 0.20%
Number of salaries quoted 16 23 22
West Midlands median annual salary £52,500 £42,500 £55,000
Median salary % change year-on-year +23.53% -22.73% +87.94%
10th Percentile £36,250 £27,700 £26,525
90th Percentile £91,250 £57,000 £60,000
England median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -2.30%

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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 9052 10159 9516
As % of all permanent IT jobs advertised in the West Midlands 88.76% 89.15% 87.65%
Number of salaries quoted 7329 7943 7843
West Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £25,500 £25,000 £24,750
90th Percentile £65,000 £63,750 £63,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Cleansing
Job Vacancy Trend in the West Midlands

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Data Cleansing in the West Midlands

Data Cleansing
Salary Trend in the West Midlands

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

Salary trend for Data Cleansing in the West Midlands

Data Cleansing
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Cleansing in the West Midlands over the 6 months to 21 November 2017.

Salary histogram for Data Cleansing in the West Midlands

Data Cleansing
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the West Midlands region over the 6 months to 21 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
Birmingham +44 14 £53,750 +53.57% 3
Solihull -1 4 £87,500 +224.07%
Coventry - 3 £37,500 -
Staffordshire -2 2 £43,750 -12.50%
Warwickshire -4 1 - -
Data Cleansing
England

For the 6 months to 21 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 West Midlands region with a requirement for Data Cleansing.

1 24 (96.00%) Business Intelligence
2 15 (60.00%) Data Warehouse
3 14 (56.00%) SAP
4 13 (52.00%) SQL
4 13 (52.00%) Data Quality
5 12 (48.00%) ETL
6 11 (44.00%) Migration
6 11 (44.00%) Data Migration
7 10 (40.00%) BODI
7 10 (40.00%) BusinessObjects
7 10 (40.00%) SAP Data Services
8 9 (36.00%) Finance
9 8 (32.00%) Oracle
9 8 (32.00%) ERP
9 8 (32.00%) Data Modelling
10 7 (28.00%) Microsoft
10 7 (28.00%) SQL Server
11 6 (24.00%) Microsoft Office
11 6 (24.00%) XML
11 6 (24.00%) Oracle Reports
11 6 (24.00%) Analytics
12 5 (20.00%) Analytical Skills
12 5 (20.00%) Data Architecture
12 5 (20.00%) CRM
12 5 (20.00%) Business Analysis
12 5 (20.00%) SQL Server Reporting Services
13 4 (16.00%) Data Analysis
13 4 (16.00%) Marketing
13 4 (16.00%) SAP ERP
13 4 (16.00%) Data Management

Data Cleansing
Co-occurring IT Skills in the West Midlands 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 (4.00%) SAS
1 1 (4.00%) SharePoint
Applications
1 6 (24.00%) Microsoft Office
2 4 (16.00%) Microsoft Excel
Business Applications
1 4 (16.00%) SAP ERP
Cloud Services
1 1 (4.00%) Cortana Intelligence Suite
1 1 (4.00%) Microsoft Azure
Database & Business Intelligence
1 15 (60.00%) Data Warehouse
2 10 (40.00%) BODI
2 10 (40.00%) BusinessObjects
2 10 (40.00%) SAP Data Services
3 7 (28.00%) SQL Server
4 6 (24.00%) Oracle Reports
5 5 (20.00%) SQL Server Reporting Services
6 3 (12.00%) SQL Server Integration Services
7 2 (8.00%) Data Mining
8 1 (4.00%) Azure SQL Database
8 1 (4.00%) Big Data
8 1 (4.00%) Data Lake
8 1 (4.00%) Hadoop
8 1 (4.00%) Microsoft Analysis Services
8 1 (4.00%) Power BI
8 1 (4.00%) RDBMS
8 1 (4.00%) Relational Database
8 1 (4.00%) SQL Server Analysis Services
8 1 (4.00%) Star Schema
General
1 9 (36.00%) Finance
2 4 (16.00%) Manufacturing
2 4 (16.00%) Marketing
3 1 (4.00%) Banking
3 1 (4.00%) Retail
Job Titles
1 11 (44.00%) Developer
2 10 (40.00%) SAP Developer
3 8 (32.00%) Analyst
3 8 (32.00%) SAP BusinessObjects (BO) Developer
4 4 (16.00%) Data Manager
4 4 (16.00%) Graduate
4 4 (16.00%) Graduate Analyst
4 4 (16.00%) Information Analyst
4 4 (16.00%) MI Analyst
5 3 (12.00%) Business Intelligence Analyst
5 3 (12.00%) Business Intelligence Data Analyst
5 3 (12.00%) Data Analyst
5 3 (12.00%) SQL Analyst
5 3 (12.00%) SQL Data Analyst
6 1 (4.00%) Applications Manager
6 1 (4.00%) Applications Support Manager
6 1 (4.00%) Business Intelligence Developer
6 1 (4.00%) ETL Developer
6 1 (4.00%) Senior SAS Analyst
6 1 (4.00%) Support Manager
Libraries, Frameworks & Software Standards
1 6 (24.00%) XML
Miscellaneous
1 5 (20.00%) Analytical Skills
2 4 (16.00%) Management Information System
3 1 (4.00%) Credit Risk
Operating Systems
1 2 (8.00%) Unix
Processes & Methodologies
1 24 (96.00%) Business Intelligence
2 12 (48.00%) ETL
3 11 (44.00%) Data Migration
3 11 (44.00%) Migration
4 8 (32.00%) Data Modelling
4 8 (32.00%) ERP
5 6 (24.00%) Analytics
6 5 (20.00%) Business Analysis
6 5 (20.00%) CRM
6 5 (20.00%) Data Architecture
7 4 (16.00%) B2B
7 4 (16.00%) Data Analysis
7 4 (16.00%) Data Analytics
7 4 (16.00%) Data Governance
7 4 (16.00%) Data Management
7 4 (16.00%) Data Strategy
7 4 (16.00%) E-Commerce
7 4 (16.00%) Master Data Management
7 4 (16.00%) Process Management
7 4 (16.00%) Reverse Engineering
Programming Languages
1 13 (52.00%) SQL
2 4 (16.00%) VBA
Qualifications
1 1 (4.00%) SC Cleared
1 1 (4.00%) Security Cleared
Quality Assurance & Compliance
1 13 (52.00%) Data Quality
Vendors
1 14 (56.00%) SAP
2 8 (32.00%) Oracle
3 7 (28.00%) Microsoft
4 1 (4.00%) Citrix