Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in the East 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > East Midlands
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 210 244 262
Rank change year-on-year +34 +18 -9
Permanent jobs citing Data Cleansing 24 9 4
As % of all permanent IT jobs advertised in the East Midlands 0.45% 0.15% 0.058%
As % of the Processes & Methodologies category 0.51% 0.17% 0.065%
Number of salaries quoted 24 12 3
East Midlands median annual salary £50,000 £45,000 £40,000
Median salary % change year-on-year +11.11% +12.50% +6.67%
10th Percentile £38,875 £38,500 £38,000
90th Percentile £56,250 £57,000 £42,000
England median annual salary £48,500 £42,500 £42,500
% change year-on-year +14.12% - -5.56%

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 East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4,719 5,336 6,111
As % of all permanent IT jobs advertised in the East Midlands 88.87% 89.08% 88.82%
Number of salaries quoted 3,964 4,263 4,793
East Midlands median annual salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25% -
10th Percentile £25,750 £26,250 £23,750
90th Percentile £65,000 £64,900 £57,500
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 East Midlands

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

Job vacancy trend for Data Cleansing in the East Midlands

Data Cleansing
Salary Trend in the East Midlands

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

Salary trend for Data Cleansing in the East Midlands

Data Cleansing
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing Data Cleansing in the East Midlands over the 6 months to 19 February 2018.

Salary histogram for Data Cleansing in the East Midlands

Data Cleansing
Job Locations in the East 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 East Midlands region over the 6 months to 19 February 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
Nottinghamshire +4 11 £50,000 +22.70% 2
Leicestershire - 2 £38,250 -
Derbyshire - 1 £80,000 -
Data Cleansing
England

For the 6 months to 19 February 2018, IT jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East Midlands region with a requirement for Data Cleansing.

1 22 (91.67%) SQL
1 22 (91.67%) Microsoft
2 19 (79.17%) SQL Server
3 15 (62.50%) Clustering
3 15 (62.50%) Performance Tuning
4 14 (58.33%) Microsoft Azure
5 13 (54.17%) Server Monitoring
5 13 (54.17%) Replication
5 13 (54.17%) Windows
6 6 (25.00%) Data Warehouse
6 6 (25.00%) T-SQL
6 6 (25.00%) C#
6 6 (25.00%) Time Management
7 5 (20.83%) Marketing
8 4 (16.67%) NHS
8 4 (16.67%) MVC
8 4 (16.67%) Scrum
8 4 (16.67%) JavaScript
8 4 (16.67%) .NET
8 4 (16.67%) ASP.NET
8 4 (16.67%) E-Commerce
8 4 (16.67%) Business Intelligence
8 4 (16.67%) CSS
8 4 (16.67%) Web Development
8 4 (16.67%) .NET Framework
8 4 (16.67%) WCF
8 4 (16.67%) Release Management
8 4 (16.67%) Continuous Integration
8 4 (16.67%) SQL Server 2008
8 4 (16.67%) Agile Software Development

Data Cleansing
Co-occurring IT Skills in the East 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 2 (8.33%) IIS
Applications
1 1 (4.17%) Microsoft Excel
Business Applications
1 1 (4.17%) Dynamics CRM
Cloud Services
1 14 (58.33%) Microsoft Azure
2 1 (4.17%) Azure Data Factory
2 1 (4.17%) Dynamics 365
Database & Business Intelligence
1 19 (79.17%) SQL Server
2 6 (25.00%) Data Warehouse
3 4 (16.67%) SQL Server 2008
4 3 (12.50%) MongoDB
4 3 (12.50%) SQL Server Analysis Services
4 3 (12.50%) SQL Server Integration Services
4 3 (12.50%) SQL Server Reporting Services
5 2 (8.33%) SQL Server 2012
6 1 (4.17%) Cosmos DB
6 1 (4.17%) Data Lake
6 1 (4.17%) Data Mart
6 1 (4.17%) NoSQL
General
1 5 (20.83%) Marketing
2 4 (16.67%) Retail
3 1 (4.17%) Finance
Job Titles
1 15 (62.50%) DBA
1 15 (62.50%) SQL DBA
2 5 (20.83%) Developer
3 4 (16.67%) Software Developer
4 2 (8.33%) Administrator
4 2 (8.33%) Analyst
4 2 (8.33%) Data Analyst
5 1 (4.17%) Business Intelligence Developer
5 1 (4.17%) Business Intelligence Lead
5 1 (4.17%) Consultant
5 1 (4.17%) CRM Consultant
5 1 (4.17%) CRM Technical Consultant
5 1 (4.17%) Data Engineer
5 1 (4.17%) Lead Developer
5 1 (4.17%) Salesforce Analyst
5 1 (4.17%) Senior Analyst
5 1 (4.17%) Senior Data Analyst
5 1 (4.17%) Senior Salesforce Analyst
5 1 (4.17%) Technical Consultant
Libraries, Frameworks & Software Standards
1 4 (16.67%) .NET
1 4 (16.67%) .NET Framework
1 4 (16.67%) ASP.NET
1 4 (16.67%) ASP.NET MVC
1 4 (16.67%) ASP.NET Web Forms
1 4 (16.67%) CSS
1 4 (16.67%) Entity Framework
1 4 (16.67%) WCF
2 1 (4.17%) COM
Miscellaneous
1 15 (62.50%) Clustering
2 13 (54.17%) Replication
3 4 (16.67%) NHS
4 3 (12.50%) Computer Science
5 1 (4.17%) Analytical Skills
5 1 (4.17%) FMCG
Operating Systems
1 13 (54.17%) Windows
Processes & Methodologies
1 15 (62.50%) Performance Tuning
2 13 (54.17%) Server Monitoring
3 6 (25.00%) Time Management
4 4 (16.67%) Agile Software Development
4 4 (16.67%) BDD
4 4 (16.67%) Business Intelligence
4 4 (16.67%) Campaign Management
4 4 (16.67%) Continuous Integration
4 4 (16.67%) E-Commerce
4 4 (16.67%) Logistics
4 4 (16.67%) MVC
4 4 (16.67%) Release Management
4 4 (16.67%) Scrum
4 4 (16.67%) TDD
4 4 (16.67%) Web Development
5 3 (12.50%) Server Virtualisation
6 2 (8.33%) Configuration Management
6 2 (8.33%) Data Engineering
6 2 (8.33%) Data Science
6 2 (8.33%) Database Security
Programming Languages
1 22 (91.67%) SQL
2 6 (25.00%) C#
2 6 (25.00%) T-SQL
3 4 (16.67%) JavaScript
4 2 (8.33%) PowerShell
Qualifications
1 3 (12.50%) Computer Science Degree
1 3 (12.50%) Degree
2 2 (8.33%) MCSA
2 2 (8.33%) MCSE
2 2 (8.33%) Microsoft Certification
Quality Assurance & Compliance
1 2 (8.33%) PMO
1 2 (8.33%) TickIT
Vendors
1 22 (91.67%) Microsoft
2 2 (8.33%) RedGate
2 2 (8.33%) SolarWinds
3 1 (4.17%) Salesforce.com