Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Cleansing (Data Cleaning, Data Scrubbing)
South West > Bristol
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 194 167 190
Rank change year-on-year -27 +23 -8
Permanent jobs citing Data Cleansing 11 14 14
As % of all permanent IT jobs advertised in Bristol 0.29% 0.44% 0.37%
As % of the Processes & Methodologies category 0.31% 0.49% 0.41%
Number of salaries quoted 10 14 14
Bristol median annual salary £47,500 £37,500 £35,000
Median salary % change year-on-year +26.67% +7.14% +13.82%
10th Percentile £26,075 £33,750 £26,250
90th Percentile £51,000 £81,250 £46,850
South West median annual salary £43,750 £37,500 £42,500
% change year-on-year +16.67% -11.76% +6.25%

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3521 2885 3428
As % of all permanent IT jobs advertised in Bristol 91.91% 90.89% 90.50%
Number of salaries quoted 2907 2441 2955
Bristol median annual salary £45,000 £44,000 £42,000
Median salary % change year-on-year +2.27% +4.76% +5.00%
10th Percentile £26,250 £27,500 £26,750
90th Percentile £67,500 £70,000 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Data Cleansing
Job Vacancy Trend in Bristol

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Cleansing 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 in Bristol.

Salary trend for Data Cleansing in Bristol

Data Cleansing
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Cleansing in Bristol over the 6 months to 20 November 2017.

Salary histogram for Data Cleansing in Bristol

For the 6 months to 20 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 Bristol region with a requirement for Data Cleansing.

1 5 (45.45%) Finance
2 4 (36.36%) Project Management
2 4 (36.36%) Service Management
2 4 (36.36%) Change Management
2 4 (36.36%) Retail
2 4 (36.36%) ITIL
2 4 (36.36%) PRINCE2
2 4 (36.36%) EDI
2 4 (36.36%) ISO/IEC 27001
2 4 (36.36%) PCI DSS
2 4 (36.36%) Performance Management
2 4 (36.36%) Capacity Management
2 4 (36.36%) Line Management
2 4 (36.36%) Elavon
2 4 (36.36%) Security Patching
2 4 (36.36%) GDPR
3 3 (27.27%) Analytical Skills
3 3 (27.27%) Data Quality
3 3 (27.27%) CRM
3 3 (27.27%) SQL
4 2 (18.18%) SQL Server Integration Services
4 2 (18.18%) Legal
4 2 (18.18%) Validation
4 2 (18.18%) Stakeholder Management
4 2 (18.18%) T-SQL
4 2 (18.18%) VBScript
4 2 (18.18%) VBA
4 2 (18.18%) .NET
4 2 (18.18%) SQL Server
4 2 (18.18%) Crystal Reports

Data Cleansing
Co-occurring 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 1 (9.09%) Apache
1 1 (9.09%) Apache Spark
1 1 (9.09%) SAS
Applications
1 2 (18.18%) Microsoft Excel
2 1 (9.09%) Microsoft Office
2 1 (9.09%) SPSS
Business Applications
1 1 (9.09%) Salesforce.com CRM
Cloud Services
1 1 (9.09%) Amazon AWS
1 1 (9.09%) Amazon EMR
Communications & Networking
1 1 (9.09%) MQTT
1 1 (9.09%) SMS
Database & Business Intelligence
1 2 (18.18%) Crystal Reports
1 2 (18.18%) SQL Server
1 2 (18.18%) SQL Server Integration Services
2 1 (9.09%) Apache Cassandra
2 1 (9.09%) Big Data
2 1 (9.09%) HBase
2 1 (9.09%) QlikView
2 1 (9.09%) Spotfire
Development Applications
1 2 (18.18%) SQL Server Management Studio (SSMS)
2 1 (9.09%) Git (software)
2 1 (9.09%) Jenkins
2 1 (9.09%) JIRA
2 1 (9.09%) Sonatype Nexus
General
1 5 (45.45%) Finance
2 4 (36.36%) Retail
3 2 (18.18%) Legal
3 2 (18.18%) Marketing
Job Titles
1 4 (36.36%) Analyst
1 4 (36.36%) Systems Manager
2 3 (27.27%) Data Analyst
3 1 (9.09%) Analytics Consultant
3 1 (9.09%) Consultant
3 1 (9.09%) CRM Analyst
3 1 (9.09%) Data Analytics Consultant
3 1 (9.09%) Data Consultant
3 1 (9.09%) Data Engineer
3 1 (9.09%) Excel Analyst
3 1 (9.09%) Insight Analyst
3 1 (9.09%) MI Manager
3 1 (9.09%) Salesforce Analyst
3 1 (9.09%) Senior Consultant
3 1 (9.09%) Senior Data Analytics Consultant
3 1 (9.09%) Senior Data Engineer
3 1 (9.09%) SQL Analyst
3 1 (9.09%) SQL Data Analyst
3 1 (9.09%) Systems Analyst
Libraries, Frameworks & Software Standards
1 4 (36.36%) EDI
2 2 (18.18%) .NET
3 1 (9.09%) JSON
3 1 (9.09%) Kafka
3 1 (9.09%) REST
Miscellaneous
1 3 (27.27%) Analytical Skills
2 1 (9.09%) Management Information System
Processes & Methodologies
1 4 (36.36%) Capacity Management
1 4 (36.36%) Change Management
1 4 (36.36%) ITIL
1 4 (36.36%) Line Management
1 4 (36.36%) Performance Management
1 4 (36.36%) PRINCE2
1 4 (36.36%) Project Management
1 4 (36.36%) Security Patching
1 4 (36.36%) Service Management
2 3 (27.27%) CRM
3 2 (18.18%) Analytics
3 2 (18.18%) Data Validation
3 2 (18.18%) Stakeholder Management
3 2 (18.18%) Validation
4 1 (9.09%) Data Analytics
4 1 (9.09%) Data Governance
4 1 (9.09%) Machine Learning
4 1 (9.09%) Marketing Strategy
4 1 (9.09%) Process Improvement
4 1 (9.09%) Time Management
Programming Languages
1 3 (27.27%) SQL
2 2 (18.18%) C#
2 2 (18.18%) T-SQL
2 2 (18.18%) VBA
2 2 (18.18%) VBScript
3 1 (9.09%) GraphQL
3 1 (9.09%) R
3 1 (9.09%) VB
Qualifications
1 1 (9.09%) Degree
Quality Assurance & Compliance
1 4 (36.36%) GDPR
1 4 (36.36%) ISO/IEC 27001
1 4 (36.36%) PCI DSS
2 3 (27.27%) Data Quality
Vendors
1 4 (36.36%) Elavon
2 1 (9.09%) Microsoft
2 1 (9.09%) Pardot
2 1 (9.09%) Salesforce.com
2 1 (9.09%) Tableau