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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 226 225 245
Rank change year-on-year
-1 +20
Permanent jobs citing Data Cleansing 8 19 6
As % of all permanent IT jobs located in the South West 0.15% 0.33% 0.092%
As % of the Processes & Methodologies category 0.18% 0.37% 0.11%
Number of salaries quoted 8 13 4
Median salary £39,500 £35,000 £38,750
Median salary % change year-on-year
+12.85% -9.67%
90% offered a salary of more than £28,750 £33,000 £37,500
10% offered a salary of more than £46,600 £49,000 £40,000
UK excluding London median salary £37,500 £35,000 £41,500
% change year-on-year
+7.14% -15.66%
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
4533 5075 5610
As % of all permanent IT jobs located in the South West 87.81% 88.80% 86.07%
Number of salaries quoted 3750 4257 4607
Median salary £43,000 £43,000 £40,000
Median salary % change year-on-year
- +7.50%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 8 December 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 8 December 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 +19 5 £40,000 +14.28%
Wiltshire +14 1 £20,000 -55.55%
Gloucestershire - 1 £62,000 - 2
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South West

For the 6 months to 8 December 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 11 (47.83%) SQL
2 7 (30.43%) SQL Server
3 6 (26.09%) ASP.NET
3 6 (26.09%) .NET
3 6 (26.09%) C#
3 6 (26.09%) TDD
3 6 (26.09%) Server Monitoring
3 6 (26.09%) Analytical Skills
4 5 (21.74%) Data Quality
4 5 (21.74%) SQL Server Reporting Services
4 5 (21.74%) Stakeholder Management
4 5 (21.74%) SAS
4 5 (21.74%) Microsoft
4 5 (21.74%) SPSS
5 4 (17.39%) Internet
5 4 (17.39%) VBA
5 4 (17.39%) MS Excel
5 4 (17.39%) IIS
5 4 (17.39%) Migration
5 4 (17.39%) Data Visualisation
5 4 (17.39%) Agile Software Development
5 4 (17.39%) Performance Improvement
5 4 (17.39%) PowerShell
5 4 (17.39%) Visualisation
5 4 (17.39%) Mentoring
6 3 (13.04%) Spotfire
6 3 (13.04%) QlikView
6 3 (13.04%) Tableau
6 3 (13.04%) Data Analytics
6 3 (13.04%) Analytics

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 5 (21.74%) SAS
2 4 (17.39%) IIS
3 1 (4.35%) Apache
3 1 (4.35%) Apache Pig
3 1 (4.35%) Apache Spark
3 1 (4.35%) Confluence
3 1 (4.35%) Elasticsearch
Applications
1 5 (21.74%) SPSS
2 4 (17.39%) MS Excel
3 3 (13.04%) MS Office
Business Applications
1 2 (8.70%) Dynamics AX
2 1 (4.35%) Dynamics CRM
2 1 (4.35%) SAP ERP
Communications & Networking
1 4 (17.39%) Internet
Database & Business Intelligence
1 7 (30.43%) SQL Server
2 5 (21.74%) SQL Server Reporting Services
3 3 (13.04%) QlikView
3 3 (13.04%) Spotfire
4 2 (8.70%) BusinessObjects
4 2 (8.70%) Data Warehouse
4 2 (8.70%) Oracle BI EE
5 1 (4.35%) Apache Accumulo
5 1 (4.35%) Apache Hive
5 1 (4.35%) Big Data
5 1 (4.35%) Hadoop
5 1 (4.35%) MongoDB
5 1 (4.35%) Neo4j
5 1 (4.35%) NoSQL
5 1 (4.35%) OrientDB
5 1 (4.35%) SQL Server Integration Services
Development Applications
1 1 (4.35%) JIRA
General
1 3 (13.04%) Banking
2 1 (4.35%) Finance
2 1 (4.35%) Marketing
Job Titles
1 4 (17.39%) Analyst
1 4 (17.39%) Developer
2 3 (13.04%) Administrator
2 3 (13.04%) Analytics Manager
2 3 (13.04%) Data Analytics Manager
2 3 (13.04%) Data Manager
3 2 (8.70%) C# Developer
3 2 (8.70%) Data Analyst
3 2 (8.70%) Data Insight Analyst
3 2 (8.70%) Insight Analyst
3 2 (8.70%) Insight Data Analyst
4 1 (4.35%) Data Architect
4 1 (4.35%) ETL Developer
4 1 (4.35%) Senior Analyst
4 1 (4.35%) Senior Software Developer
4 1 (4.35%) Senior Systems Analyst
4 1 (4.35%) SQL DBA
4 1 (4.35%) SQL Developer
4 1 (4.35%) Systems Analyst
4 1 (4.35%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (26.09%) .NET
1 6 (26.09%) ASP.NET
2 2 (8.70%) Apache Flex
2 2 (8.70%) CSS
3 1 (4.35%) Kafka
Miscellaneous
1 6 (26.09%) Analytical Skills
2 4 (17.39%) Visualisation
3 3 (13.04%) PMI
4 1 (4.35%) Data Integration
4 1 (4.35%) Reference Data
4 1 (4.35%) Replication
4 1 (4.35%) Wiki
Processes & Methodologies
1 6 (26.09%) Server Monitoring
1 6 (26.09%) TDD
2 5 (21.74%) Stakeholder Management
3 4 (17.39%) Agile Software Development
3 4 (17.39%) Data Visualisation
3 4 (17.39%) Mentoring
3 4 (17.39%) Migration
3 4 (17.39%) Performance Improvement
4 3 (13.04%) Analytics
4 3 (13.04%) Business Intelligence
4 3 (13.04%) Data Analytics
4 3 (13.04%) Data Modelling
4 3 (13.04%) ERP
4 3 (13.04%) Risk Management
5 2 (8.70%) Data Management
5 2 (8.70%) DevOps
5 2 (8.70%) ETL
5 2 (8.70%) MVC
5 2 (8.70%) Scrum
5 2 (8.70%) Service Delivery
Programming Languages
1 11 (47.83%) SQL
2 6 (26.09%) C#
3 4 (17.39%) PowerShell
3 4 (17.39%) VBA
4 3 (13.04%) T-SQL
5 2 (8.70%) Java
5 2 (8.70%) JavaScript
5 2 (8.70%) PHP
Qualifications
1 3 (13.04%) PMI Certification
2 1 (4.35%) ISEB
2 1 (4.35%) SC Cleared
2 1 (4.35%) Security Cleared
Quality Assurance & Compliance
1 5 (21.74%) Data Quality
System Software
1 1 (4.35%) Apache ZooKeeper
Systems Management
1 1 (4.35%) Hadoop YARN
Vendors
1 5 (21.74%) Microsoft
2 3 (13.04%) Tableau
3 2 (8.70%) IBM
3 2 (8.70%) SAP
4 1 (4.35%) Cloudera
4 1 (4.35%) Hortonworks
4 1 (4.35%) MapR
4 1 (4.35%) Pardot
4 1 (4.35%) Salesforce.com
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 6 hours ago
Stoke Gifford, Gloucestershire
Robert Half
Salary: Benefits
Posted: Yesterday