The table below looks at the statistics for Data Cleansing skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Data Cleansing over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 99 138 135
Rank change year-on-year
+39 -3
Permanent jobs citing Data Cleansing 14 2 3
As % of all permanent IT jobs located in Bristol 0.90% 0.10% 0.15%
As % of the Processes & Methodologies category 1.00% 0.12% 0.18%
Number of salaries quoted 14 2 2
Median salary £37,500 £36,250 £52,500
Median salary % change year-on-year
+3.44% -30.95%
UK excluding London median salary £42,500 £40,000 £42,000
% change year-on-year
+6.25% -4.76%
Data Cleansing
South West

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

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1403 1738 1708
As % of all permanent IT jobs located in Bristol 90.46% 88.72% 87.10%
Number of salaries quoted 1208 1494 1339
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £27,500 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
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 Bristol

The demand trend of job ads across the Bristol 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 Bristol

Data Cleansing
Salary Trend in Bristol

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

Data Cleansing Salary Trend in Bristol

Data Cleansing
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Data Cleansing across the Bristol region over the 3 months to 1 July 2016.

Data Cleansing Salary Histogram in Bristol

Data Cleansing
Top 30 Related IT Skills in Bristol

For the 6 months to 1 July 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 Bristol region with a requirement for Data Cleansing.

1 15 (62.50%) SQL
2 11 (45.83%) SQL Server
2 11 (45.83%) SQL Server Reporting Services
3 10 (41.67%) QlikView
3 10 (41.67%) .NET
4 9 (37.50%) C#
4 9 (37.50%) IIS
4 9 (37.50%) ASP.NET
4 9 (37.50%) Internet
4 9 (37.50%) PowerShell
4 9 (37.50%) Performance Improvement
4 9 (37.50%) TDD
4 9 (37.50%) Server Monitoring
4 9 (37.50%) Mentoring
5 8 (33.33%) Business Intelligence
6 7 (29.17%) Microsoft
7 6 (25.00%) Crystal Reports
7 6 (25.00%) Finance
7 6 (25.00%) SC Cleared
7 6 (25.00%) Security Cleared
8 5 (20.83%) Stakeholder Management
8 5 (20.83%) Analytical Skills
8 5 (20.83%) Analytics
9 4 (16.67%) Data Quality
9 4 (16.67%) Data Analytics
9 4 (16.67%) Visualisation
9 4 (16.67%) Data Visualisation
9 4 (16.67%) Tableau
9 4 (16.67%) Spotfire
9 4 (16.67%) MS Excel

Data Cleansing
Top Related IT Skills in Bristol 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 (37.50%) IIS
2 4 (16.67%) SAS
3 1 (4.17%) SharePoint
Applications
1 4 (16.67%) MS Excel
1 4 (16.67%) SPSS
2 1 (4.17%) MS Office
2 1 (4.17%) MS Project
Communications & Networking
1 9 (37.50%) Internet
Database & Business Intelligence
1 11 (45.83%) SQL Server
1 11 (45.83%) SQL Server Reporting Services
2 10 (41.67%) QlikView
3 6 (25.00%) Crystal Reports
4 4 (16.67%) Spotfire
5 2 (8.33%) Data Mining
5 2 (8.33%) SQL Server Analysis Services
5 2 (8.33%) SQL Server Integration Services
General
1 6 (25.00%) Finance
2 2 (8.33%) Banking
3 1 (4.17%) Marketing
Job Titles
1 7 (29.17%) Analyst
2 6 (25.00%) Business Intelligence Analyst
2 6 (25.00%) Technical Leader
3 3 (12.50%) Data Manager
3 3 (12.50%) Senior Analyst
3 3 (12.50%) Senior Business Intelligence Analyst
4 2 (8.33%) Administrator
4 2 (8.33%) Analytics Manager
4 2 (8.33%) Data Analytics Manager
4 2 (8.33%) DBA
4 2 (8.33%) SQL DBA
5 1 (4.17%) Change Manager
5 1 (4.17%) Change Project Manager
5 1 (4.17%) Data Analyst
5 1 (4.17%) Development DBA
5 1 (4.17%) Project Change Manager
5 1 (4.17%) Project Manager
5 1 (4.17%) Senior Analytics Manager
5 1 (4.17%) Senior Manager
Libraries, Frameworks & Software Standards
1 10 (41.67%) .NET
2 9 (37.50%) ASP.NET
Miscellaneous
1 5 (20.83%) Analytical Skills
2 4 (16.67%) Visualisation
3 2 (8.33%) PMI
4 1 (4.17%) Data Conversion
Processes & Methodologies
1 9 (37.50%) Mentoring
1 9 (37.50%) Performance Improvement
1 9 (37.50%) Server Monitoring
1 9 (37.50%) TDD
2 8 (33.33%) Business Intelligence
3 5 (20.83%) Analytics
3 5 (20.83%) Stakeholder Management
4 4 (16.67%) Data Analytics
4 4 (16.67%) Data Visualisation
5 3 (12.50%) DevOps
6 2 (8.33%) Agile Software Development
6 2 (8.33%) Anti-Money Laundering
6 2 (8.33%) Change Management
6 2 (8.33%) Data Analysis
6 2 (8.33%) Data Modelling
6 2 (8.33%) E-Commerce
6 2 (8.33%) Line Management
6 2 (8.33%) Risk Management
7 1 (4.17%) ERP
7 1 (4.17%) PRINCE2
Programming Languages
1 15 (62.50%) SQL
2 9 (37.50%) C#
2 9 (37.50%) PowerShell
3 2 (8.33%) R
4 1 (4.17%) C
4 1 (4.17%) PL/SQL
4 1 (4.17%) T-SQL
Qualifications
1 6 (25.00%) SC Cleared
1 6 (25.00%) Security Cleared
2 2 (8.33%) PMI Certification
Quality Assurance & Compliance
1 4 (16.67%) Data Quality
2 2 (8.33%) CRD IV
2 2 (8.33%) EMIR
2 2 (8.33%) MiFID
3 1 (4.17%) SLA
Vendors
1 7 (29.17%) Microsoft
2 4 (16.67%) Tableau