The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 216 254 221
Rank change year-on-year
+38 -33
Permanent jobs citing Data Cleansing 23 3 13
As % of all permanent IT jobs located in the South West 0.44% 0.050% 0.21%
As % of the Processes & Methodologies category 0.51% 0.058% 0.24%
Number of salaries quoted 22 2 12
Median salary £41,250 £36,250 £44,000
Median salary % change year-on-year
+13.79% -17.61%
90% offered a salary of more than £37,500 £27,250 £40,000
10% offered a salary of more than £46,000 £45,250 £59,000
UK excluding London median salary £42,500 £40,000 £41,500
% change year-on-year
+6.25% -3.61%
Data Cleansing
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4552 5147 5308
As % of all permanent IT jobs located in the South West 87.37% 85.40% 85.49%
Number of salaries quoted 3812 4288 4327
Median salary £42,500 £40,000 £42,000
Median salary % change year-on-year
+6.25% -4.76%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £63,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Cleansing
Jobs Demand Trend in the South West

The demand trend of job ads across the South West region citing Data Cleansing as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in the South West

Data Cleansing
Salary Trend in the South West

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

Data Cleansing Salary Trend in the South West

Data Cleansing
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Cleansing across the South West region over the 3 months to 30 June 2016.

Data Cleansing Salary Histogram in the South West

Data Cleansing
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Cleansing within the South West region over the 3 months to 30 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +37 14 £37,500 +3.44%
Somerset - 6 £43,828 -
Wiltshire +16 1 - -
Cornwall - 1 £37,500 -
Dorset - 1 £27,250 - 1
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South West

For the 6 months to 30 June 2016, 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 South West region with a requirement for Data Cleansing.

1 22 (53.66%) SQL Server
2 21 (51.22%) SQL
3 15 (36.59%) Business Intelligence
4 12 (29.27%) SQL Server Reporting Services
4 12 (29.27%) Data Quality
4 12 (29.27%) Analytical Skills
5 11 (26.83%) Data Warehouse
6 10 (24.39%) ETL
6 10 (24.39%) Microsoft
6 10 (24.39%) .NET
6 10 (24.39%) Oracle
6 10 (24.39%) Analytics
6 10 (24.39%) QlikView
7 9 (21.95%) PowerShell
7 9 (21.95%) Server Monitoring
7 9 (21.95%) Visualisation
7 9 (21.95%) Performance Improvement
7 9 (21.95%) Mentoring
7 9 (21.95%) C#
7 9 (21.95%) IIS
7 9 (21.95%) Data Modelling
7 9 (21.95%) ASP.NET
7 9 (21.95%) Internet
7 9 (21.95%) TDD
8 8 (19.51%) SAP
9 7 (17.07%) Retail
9 7 (17.07%) Data Management
9 7 (17.07%) Finance
9 7 (17.07%) Degree
10 6 (14.63%) Oracle OLAP

Data Cleansing
Top Related IT Skills in the South West 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 9 (21.95%) IIS
2 4 (9.76%) SAS
3 1 (2.44%) SharePoint
Applications
1 5 (12.20%) MS Excel
2 4 (9.76%) SPSS
3 1 (2.44%) MS Office
3 1 (2.44%) MS Project
Business Applications
1 2 (4.88%) Dynamics AX
2 1 (2.44%) Dynamics CRM
Communications & Networking
1 9 (21.95%) Internet
Database & Business Intelligence
1 22 (53.66%) SQL Server
2 12 (29.27%) SQL Server Reporting Services
3 11 (26.83%) Data Warehouse
4 10 (24.39%) QlikView
5 6 (14.63%) BusinessObjects
5 6 (14.63%) Crystal Reports
5 6 (14.63%) OLAP
5 6 (14.63%) Oracle OLAP
6 4 (9.76%) Amazon Redshift
6 4 (9.76%) Enterprise Data Warehouse
6 4 (9.76%) Oracle BI EE
6 4 (9.76%) Spotfire
7 3 (7.32%) Data Mining
7 3 (7.32%) SQL Server Analysis Services
7 3 (7.32%) SQL Server Integration Services
Development Applications
1 4 (9.76%) ERwin
General
1 7 (17.07%) Finance
1 7 (17.07%) Retail
2 4 (9.76%) Marketing
3 2 (4.88%) Banking
Job Titles
1 7 (17.07%) Analyst
2 6 (14.63%) Business Intelligence Analyst
2 6 (14.63%) Data Manager
2 6 (14.63%) Technical Leader
3 5 (12.20%) Business Intelligence Manager
3 5 (12.20%) Business Manager
4 4 (9.76%) Administrator
4 4 (9.76%) Data Modeller
4 4 (9.76%) DBA
4 4 (9.76%) Senior Manager
4 4 (9.76%) SQL DBA
5 3 (7.32%) Data Governance Analyst
5 3 (7.32%) Data Governance Manager
5 3 (7.32%) Governance Manager
5 3 (7.32%) Senior Analyst
5 3 (7.32%) Senior Business Intelligence Analyst
6 2 (4.88%) Analytics Manager
6 2 (4.88%) Data Analytics Manager
6 2 (4.88%) Project Manager
7 1 (2.44%) Developer
Libraries, Frameworks & Software Standards
1 10 (24.39%) .NET
2 9 (21.95%) ASP.NET
Miscellaneous
1 12 (29.27%) Analytical Skills
2 9 (21.95%) Visualisation
3 5 (12.20%) Management Information System
4 4 (9.76%) Data Integration
4 4 (9.76%) Data Structures
5 2 (4.88%) PMI
6 1 (2.44%) Data Conversion
6 1 (2.44%) Replication
Processes & Methodologies
1 15 (36.59%) Business Intelligence
2 10 (24.39%) Analytics
2 10 (24.39%) ETL
3 9 (21.95%) Data Modelling
3 9 (21.95%) Mentoring
3 9 (21.95%) Performance Improvement
3 9 (21.95%) Server Monitoring
3 9 (21.95%) TDD
4 7 (17.07%) Data Management
5 6 (14.63%) Change Management
5 6 (14.63%) PRINCE2
5 6 (14.63%) Project Management
6 5 (12.20%) Agile Software Development
6 5 (12.20%) Business Analysis
6 5 (12.20%) ITIL
6 5 (12.20%) Metadata Management
6 5 (12.20%) Risk Management
6 5 (12.20%) Stakeholder Management
7 4 (9.76%) Data Governance
7 4 (9.76%) Master Data Management
Programming Languages
1 21 (51.22%) SQL
2 9 (21.95%) C#
2 9 (21.95%) PowerShell
3 3 (7.32%) T-SQL
4 2 (4.88%) R
5 1 (2.44%) C
5 1 (2.44%) PL/SQL
Qualifications
1 7 (17.07%) Degree
2 6 (14.63%) SC Cleared
2 6 (14.63%) Security Cleared
3 2 (4.88%) PMI Certification
Quality Assurance & Compliance
1 12 (29.27%) Data Quality
2 3 (7.32%) QA
3 2 (4.88%) CRD IV
3 2 (4.88%) EMIR
3 2 (4.88%) MiFID
4 1 (2.44%) SLA
Vendors
1 10 (24.39%) Microsoft
1 10 (24.39%) Oracle
2 8 (19.51%) SAP
3 4 (9.76%) Tableau