Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 15 August 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Gloucestershire > Cheltenham
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 73 - 86
Rank change year-on-year - +86 -34
Permanent jobs citing ETL 8 0 10
As % of all permanent IT jobs advertised in Cheltenham 1.20% - 1.13%
As % of the Processes & Methodologies category 1.28% - 1.25%
Number of salaries quoted 7 0 9
Cheltenham median annual salary £52,500 - £45,000
10th Percentile £30,000 - £36,900
90th Percentile £66,250 - £57,500
Gloucestershire median annual salary £55,000 £42,500 £52,000
% change year-on-year +29.41% -18.27% -5.45%

ETL 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 Cheltenham with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheltenham
Permanent vacancies with a requirement for process or methodology skills 623 412 801
As % of all permanent IT jobs advertised in Cheltenham 93.26% 92.17% 90.51%
Number of salaries quoted 514 353 597
Cheltenham median annual salary £45,000 £45,000 £45,000
10th Percentile £26,250 £21,300 £28,900
90th Percentile £62,500 £63,750 £65,500
Gloucestershire median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +12.50%

ETL
Job Vacancy Trend in Cheltenham

Job postings citing ETL as a percentage of all IT jobs advertised in Cheltenham.

Job vacancy trend for ETL in Cheltenham

ETL
Salary Trend in Cheltenham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Cheltenham.

Salary trend for ETL in Cheltenham

ETL
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing ETL in Cheltenham over the 6 months to 15 August 2018.

Salary histogram for ETL in Cheltenham

For the 6 months to 15 August 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cheltenham region with a requirement for ETL.

1 5 (62.50%) SQL
2 4 (50.00%) SQL Server Integration Services
2 4 (50.00%) Data Quality
3 3 (37.50%) Root Cause Analysis
3 3 (37.50%) Machine Learning
3 3 (37.50%) Scala
3 3 (37.50%) Java
3 3 (37.50%) Analytics
3 3 (37.50%) DevOps
3 3 (37.50%) Apache Spark
3 3 (37.50%) Data Engineering
3 3 (37.50%) Data Deduplication
3 3 (37.50%) Greenfield Project
3 3 (37.50%) Shell Script
3 3 (37.50%) Data Analysis
3 3 (37.50%) Unix
3 3 (37.50%) Python
4 2 (25.00%) Project Management
4 2 (25.00%) Business Intelligence
4 2 (25.00%) Informatica
4 2 (25.00%) Marketing
4 2 (25.00%) Relational Database
4 2 (25.00%) Time Management
4 2 (25.00%) Data Science
4 2 (25.00%) Continuous Improvement
5 1 (12.50%) Problem-Solving
5 1 (12.50%) Mason
5 1 (12.50%) PowerShell
5 1 (12.50%) Git (software)
5 1 (12.50%) Talend

ETL
Co-occurring IT Skills in Cheltenham 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 3 (37.50%) Apache Spark
2 1 (12.50%) Confluence
Cloud Services
1 1 (12.50%) Amazon AWS
1 1 (12.50%) Amazon EC2
1 1 (12.50%) Amazon S3
1 1 (12.50%) Amazon SQS
1 1 (12.50%) Azure Active Directory
1 1 (12.50%) Microsoft Azure
1 1 (12.50%) SaaS
1 1 (12.50%) Salesforce Service Cloud
Database & Business Intelligence
1 4 (50.00%) SQL Server Integration Services
2 2 (25.00%) Relational Database
3 1 (12.50%) Amazon Redshift
3 1 (12.50%) Data Warehouse
3 1 (12.50%) DataStage
3 1 (12.50%) Microsoft Analysis Services
3 1 (12.50%) MySQL
3 1 (12.50%) NoSQL
3 1 (12.50%) PostgreSQL
3 1 (12.50%) SQL Server
3 1 (12.50%) SQL Server Analysis Services
3 1 (12.50%) SQL Server Reporting Services
Development Applications
1 1 (12.50%) Atlassian Bamboo
1 1 (12.50%) Bitbucket
1 1 (12.50%) Git (software)
1 1 (12.50%) IntelliJ
1 1 (12.50%) JIRA
General
1 2 (25.00%) Marketing
2 1 (12.50%) Retail
Job Titles
1 3 (37.50%) Data Engineer
1 3 (37.50%) Developer
2 2 (25.00%) Data Programmer
2 2 (25.00%) Programmer
3 1 (12.50%) Azure Developer
3 1 (12.50%) Data Scientist
3 1 (12.50%) ETL Developer
3 1 (12.50%) Salesforce Developer
Libraries, Frameworks & Software Standards
1 1 (12.50%) Java EE
1 1 (12.50%) JSON
1 1 (12.50%) Mason
1 1 (12.50%) REST
1 1 (12.50%) SOAP
1 1 (12.50%) Spring
1 1 (12.50%) Visualforce
1 1 (12.50%) Web Services
1 1 (12.50%) XML
Miscellaneous
1 3 (37.50%) Greenfield Project
Operating Systems
1 3 (37.50%) Unix
Processes & Methodologies
1 3 (37.50%) Analytics
1 3 (37.50%) Data Analysis
1 3 (37.50%) Data Deduplication
1 3 (37.50%) Data Engineering
1 3 (37.50%) DevOps
1 3 (37.50%) Machine Learning
1 3 (37.50%) Root Cause Analysis
2 2 (25.00%) Business Intelligence
2 2 (25.00%) Continuous Improvement
2 2 (25.00%) Data Science
2 2 (25.00%) Project Management
2 2 (25.00%) Time Management
3 1 (12.50%) Agile Software Development
3 1 (12.50%) CRM
3 1 (12.50%) Data Management
3 1 (12.50%) Data Modelling
3 1 (12.50%) Migration
3 1 (12.50%) Problem-Solving
3 1 (12.50%) Scrum
3 1 (12.50%) TDD
Programming Languages
1 5 (62.50%) SQL
2 3 (37.50%) Java
2 3 (37.50%) Python
2 3 (37.50%) Scala
2 3 (37.50%) Shell Script
3 1 (12.50%) Apex Code
3 1 (12.50%) PowerShell
3 1 (12.50%) SOQL
3 1 (12.50%) SOSL
3 1 (12.50%) T-SQL
3 1 (12.50%) U-SQL
Quality Assurance & Compliance
1 4 (50.00%) Data Quality
Vendors
1 2 (25.00%) Informatica
2 1 (12.50%) Atlassian
2 1 (12.50%) Salesforce.com
2 1 (12.50%) Talend