Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
England > East Midlands
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 213 256 266
Rank change year-on-year +43 +10 -11
Permanent jobs citing Data Cleansing 16 12 9
As % of all permanent IT jobs advertised in the East Midlands 0.30% 0.18% 0.12%
As % of the Processes & Methodologies category 0.34% 0.20% 0.14%
Number of salaries quoted 13 9 5
East Midlands median annual salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.56% +12.50% -
10th Percentile £33,250 £26,500 £28,550
90th Percentile £52,500 £57,500 £41,500
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 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 4674 5870 6608
As % of all permanent IT jobs advertised in the East Midlands 88.66% 89.09% 89.61%
Number of salaries quoted 3863 4642 5356
East Midlands median annual salary £40,000 £42,000 £40,000
Median salary % change year-on-year -4.76% +5.00% -
10th Percentile £25,250 £26,000 £23,750
90th Percentile £63,750 £62,500 £60,000
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 22 November 2017.

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 22 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
Nottinghamshire +23 13 £48,750 +25.00% 3
Leicestershire +18 2 £38,250 +45.71%
Data Cleansing
England

For the 6 months to 22 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 East Midlands region with a requirement for Data Cleansing.

1 15 (93.75%) SQL
2 11 (68.75%) Microsoft
3 10 (62.50%) Data Warehouse
4 7 (43.75%) Business Intelligence
4 7 (43.75%) Data Engineering
5 6 (37.50%) Degree
5 6 (37.50%) NoSQL
5 6 (37.50%) C#
6 5 (31.25%) Microsoft Azure
7 4 (25.00%) Analytical Skills
7 4 (25.00%) Analytics
7 4 (25.00%) Performance Tuning
7 4 (25.00%) Server Monitoring
7 4 (25.00%) Clustering
7 4 (25.00%) Data Management
7 4 (25.00%) Replication
7 4 (25.00%) Finance
7 4 (25.00%) Windows
7 4 (25.00%) SQL Server
8 3 (18.75%) Change Management
8 3 (18.75%) Data Modelling
8 3 (18.75%) Siemens
8 3 (18.75%) Project Management
8 3 (18.75%) Stakeholder Management
8 3 (18.75%) Billing
8 3 (18.75%) Line Management
8 3 (18.75%) Server Virtualisation
8 3 (18.75%) Data Enrichment
8 3 (18.75%) Requirements Engineering
8 3 (18.75%) Data Quality

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 (12.50%) IIS
Applications
1 1 (6.25%) Microsoft Excel
Cloud Services
1 5 (31.25%) Microsoft Azure
2 1 (6.25%) Azure Data Factory
Database & Business Intelligence
1 10 (62.50%) Data Warehouse
2 6 (37.50%) NoSQL
3 4 (25.00%) SQL Server
4 2 (12.50%) SQL Server 2008
5 1 (6.25%) Data Lake
5 1 (6.25%) Data Mart
5 1 (6.25%) MongoDB
5 1 (6.25%) SQL Server Analysis Services
5 1 (6.25%) SQL Server Integration Services
5 1 (6.25%) SQL Server Reporting Services
General
1 4 (25.00%) Finance
2 3 (18.75%) Billing
3 1 (6.25%) Marketing
Job Titles
1 6 (37.50%) Business Intelligence Lead
2 5 (31.25%) Analyst
2 5 (31.25%) Data Analyst
3 4 (25.00%) DBA
3 4 (25.00%) SQL DBA
4 3 (18.75%) Business Intelligence Developer
4 3 (18.75%) Data Engineer
4 3 (18.75%) Developer
4 3 (18.75%) Lead Developer
5 2 (12.50%) NoSQL Engineer
6 1 (6.25%) Salesforce Analyst
6 1 (6.25%) Senior Analyst
6 1 (6.25%) Senior Data Analyst
6 1 (6.25%) Senior Salesforce Analyst
6 1 (6.25%) SQL BI Developer
6 1 (6.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) COM
Miscellaneous
1 4 (25.00%) Analytical Skills
1 4 (25.00%) Clustering
1 4 (25.00%) Replication
2 3 (18.75%) Computer Science
2 3 (18.75%) Smart Meter
3 1 (6.25%) FMCG
Operating Systems
1 4 (25.00%) Windows
Processes & Methodologies
1 7 (43.75%) Business Intelligence
1 7 (43.75%) Data Engineering
2 4 (25.00%) Analytics
2 4 (25.00%) Data Management
2 4 (25.00%) Performance Tuning
2 4 (25.00%) Server Monitoring
3 3 (18.75%) Change Management
3 3 (18.75%) Data Analysis
3 3 (18.75%) Data Enrichment
3 3 (18.75%) Data Modelling
3 3 (18.75%) Data Strategy
3 3 (18.75%) Line Management
3 3 (18.75%) Project Management
3 3 (18.75%) Requirements Engineering
3 3 (18.75%) Server Virtualisation
3 3 (18.75%) Stakeholder Management
3 3 (18.75%) Time Management
4 2 (12.50%) Database Security
4 2 (12.50%) Migration
5 1 (6.25%) Data Migration
Programming Languages
1 15 (93.75%) SQL
2 6 (37.50%) C#
3 1 (6.25%) C
Qualifications
1 6 (37.50%) Degree
2 3 (18.75%) Computer Science Degree
Quality Assurance & Compliance
1 3 (18.75%) Data Quality
Vendors
1 11 (68.75%) Microsoft
2 3 (18.75%) Siemens
3 1 (6.25%) Salesforce.com