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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 111 130 127
Rank change year-on-year
+19 -3
Permanent jobs citing Data Cleansing 13 1 7
As % of all permanent IT jobs located in Bristol 0.77% 0.052% 0.35%
As % of the Processes & Methodologies category 0.87% 0.060% 0.40%
Number of salaries quoted 12 1 5
Median salary £37,500 £47,500 £20,500
Median salary % change year-on-year
-21.05% +131.70%
UK excluding London median salary £42,500 £40,000 £44,000
% change year-on-year
+6.25% -9.09%
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
1500 1660 1755
As % of all permanent IT jobs located in Bristol 89.13% 85.57% 86.58%
Number of salaries quoted 1325 1452 1410
Median salary £42,500 £42,000 £42,500
Median salary % change year-on-year
+1.19% -1.17%
90% offered a salary of more than £30,000 £28,500 £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
Top 30 Related IT Skills in Bristol

For the 6 months to 30 May 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 16 (69.57%) SQL
2 13 (56.52%) SQL Server
3 11 (47.83%) .NET
3 11 (47.83%) SQL Server Reporting Services
3 11 (47.83%) Server Monitoring
4 10 (43.48%) TDD
4 10 (43.48%) C#
4 10 (43.48%) ASP.NET
5 8 (34.78%) IIS
5 8 (34.78%) Internet
5 8 (34.78%) PowerShell
5 8 (34.78%) Performance Improvement
5 8 (34.78%) Mentoring
6 7 (30.43%) QlikView
6 7 (30.43%) Business Intelligence
7 6 (26.09%) Microsoft
7 6 (26.09%) Finance
8 5 (21.74%) SC Cleared
8 5 (21.74%) Security Cleared
8 5 (21.74%) Crystal Reports
9 4 (17.39%) MS Excel
9 4 (17.39%) Agile Software Development
10 3 (13.04%) Analytics
10 3 (13.04%) Analytical Skills
10 3 (13.04%) DevOps
10 3 (13.04%) T-SQL
10 3 (13.04%) Stakeholder Management
11 2 (8.70%) Data Analysis
11 2 (8.70%) SQL Server Integration Services
11 2 (8.70%) MiFID

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 8 (34.78%) IIS
2 2 (8.70%) SAS
3 1 (4.35%) Apache Solr
3 1 (4.35%) SharePoint
Applications
1 4 (17.39%) MS Excel
2 2 (8.70%) SPSS
3 1 (4.35%) MS Office
3 1 (4.35%) MS Project
Communications & Networking
1 8 (34.78%) Internet
Database & Business Intelligence
1 13 (56.52%) SQL Server
2 11 (47.83%) SQL Server Reporting Services
3 7 (30.43%) QlikView
4 5 (21.74%) Crystal Reports
5 2 (8.70%) Data Mining
5 2 (8.70%) Spotfire
5 2 (8.70%) SQL Server Analysis Services
5 2 (8.70%) SQL Server Integration Services
General
1 6 (26.09%) Finance
2 1 (4.35%) Marketing
Job Titles
1 6 (26.09%) Analyst
1 6 (26.09%) Technical Leader
2 5 (21.74%) Business Intelligence Analyst
3 3 (13.04%) Administrator
3 3 (13.04%) DBA
3 3 (13.04%) SQL DBA
4 2 (8.70%) C# Developer
4 2 (8.70%) Developer
4 2 (8.70%) Senior Analyst
4 2 (8.70%) Senior Business Intelligence Analyst
5 1 (4.35%) Change Manager
5 1 (4.35%) Change Project Manager
5 1 (4.35%) Data Analyst
5 1 (4.35%) Data Manager
5 1 (4.35%) Development DBA
5 1 (4.35%) Project Change Manager
5 1 (4.35%) Project Manager
Libraries, Frameworks & Software Standards
1 11 (47.83%) .NET
2 10 (43.48%) ASP.NET
Miscellaneous
1 3 (13.04%) Analytical Skills
2 2 (8.70%) Visualisation
3 1 (4.35%) Data Conversion
Processes & Methodologies
1 11 (47.83%) Server Monitoring
2 10 (43.48%) TDD
3 8 (34.78%) Mentoring
3 8 (34.78%) Performance Improvement
4 7 (30.43%) Business Intelligence
5 4 (17.39%) Agile Software Development
6 3 (13.04%) Analytics
6 3 (13.04%) DevOps
6 3 (13.04%) Stakeholder Management
7 2 (8.70%) Anti-Money Laundering
7 2 (8.70%) Change Management
7 2 (8.70%) Data Analysis
7 2 (8.70%) Data Analytics
7 2 (8.70%) Data Migration
7 2 (8.70%) Data Visualisation
7 2 (8.70%) E-Commerce
7 2 (8.70%) Migration
7 2 (8.70%) MVC
8 1 (4.35%) Change Control
8 1 (4.35%) Data Governance
Programming Languages
1 16 (69.57%) SQL
2 10 (43.48%) C#
3 8 (34.78%) PowerShell
4 3 (13.04%) T-SQL
5 2 (8.70%) JavaScript
5 2 (8.70%) R
6 1 (4.35%) C
6 1 (4.35%) PL/SQL
Qualifications
1 5 (21.74%) SC Cleared
1 5 (21.74%) Security Cleared
Quality Assurance & Compliance
1 2 (8.70%) CRD IV
1 2 (8.70%) Data Quality
1 2 (8.70%) EMIR
1 2 (8.70%) MiFID
2 1 (4.35%) SLA
Vendors
1 6 (26.09%) Microsoft
2 2 (8.70%) Tableau