The table below looks at the statistics for ETL skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Gloucestershire / Cheltenham
Rank 48 51 35
Rank change year-on-year
+3 -16
Permanent jobs citing ETL 5 3 21
As % of all permanent IT jobs located in Cheltenham 2.00% 0.74% 5.28%
As % of the Processes & Methodologies category 2.27% 0.82% 5.92%
Number of salaries quoted 4 2 6
Median salary £53,500 £52,500 £70,000
Median salary % change year-on-year
+1.90% -25.00%
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

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

Processes & Methodologies Category
Cheltenham
Permanent IT job ads with a match in the
Processes & Methodologies category
220 365 355
As % of all permanent IT jobs located in Cheltenham 88.00% 89.46% 89.20%
Number of salaries quoted 179 217 294
Median salary £50,000 £50,000 £42,500
Median salary % change year-on-year
- +17.64%
90% offered a salary of more than £33,000 £35,000 £30,000
10% offered a salary of more than £60,000 £52,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Cheltenham

The demand trend of job ads across the Cheltenham region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Cheltenham

ETL
Salary Trend in Cheltenham

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

ETL Salary Trend in Cheltenham

ETL
Salary Histogram in Cheltenham

This chart provides a salary histogram for IT jobs citing ETL across the Cheltenham region over the 3 months to 21 February 2017.

ETL Salary Histogram in Cheltenham

ETL
Top 30 Related IT Skills in Cheltenham

For the 6 months to 21 February 2017, IT jobs citing ETL 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 Cheltenham region with a requirement for ETL.

1 6 (75.00%) Scrum
1 6 (75.00%) Agile Software Development
2 5 (62.50%) Data Modelling
3 4 (50.00%) Business Intelligence
3 4 (50.00%) SQL
4 3 (37.50%) SQL Server
4 3 (37.50%) Java
5 2 (25.00%) ISEB
5 2 (25.00%) Data Architecture
5 2 (25.00%) Visualisation
5 2 (25.00%) Amazon AWS
5 2 (25.00%) NoSQL
5 2 (25.00%) Data Visualisation
5 2 (25.00%) Data Quality
5 2 (25.00%) Translating Business Requirements
5 2 (25.00%) Reference Data Management
5 2 (25.00%) DevOps
5 2 (25.00%) Analytical Skills
5 2 (25.00%) Migration
5 2 (25.00%) Data Warehouse
5 2 (25.00%) E-Commerce
5 2 (25.00%) MySQL
5 2 (25.00%) SOA
5 2 (25.00%) Kanban
5 2 (25.00%) Data Cleansing
5 2 (25.00%) Reference Data
5 2 (25.00%) Retail
5 2 (25.00%) Data Management
5 2 (25.00%) TOGAF
6 1 (12.50%) .NET Framework

ETL
Top Related 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 1 (12.50%) Apache Spark
Cloud Services
1 2 (25.00%) Amazon AWS
Database & Business Intelligence
1 3 (37.50%) SQL Server
2 2 (25.00%) Data Warehouse
2 2 (25.00%) MySQL
2 2 (25.00%) NoSQL
3 1 (12.50%) Big Data
3 1 (12.50%) Hadoop
3 1 (12.50%) Oracle Database
3 1 (12.50%) RDBMS
3 1 (12.50%) Relational Database
General
1 2 (25.00%) Retail
2 1 (12.50%) Advertising
2 1 (12.50%) Manufacturing
Job Titles
1 5 (62.50%) Architect
1 5 (62.50%) Data Architect
2 2 (25.00%) Agile Requirements Analyst
2 2 (25.00%) Analyst
2 2 (25.00%) AWS Architect
2 2 (25.00%) AWS DevOps
2 2 (25.00%) Business Analyst
2 2 (25.00%) Business Requirements Analyst
2 2 (25.00%) Cloud Architect
2 2 (25.00%) Data Business Analyst
2 2 (25.00%) DevOps Architect
2 2 (25.00%) E-Commerce Architect
2 2 (25.00%) ETL Analyst
2 2 (25.00%) Java Architect
2 2 (25.00%) NoSQL Architect
2 2 (25.00%) Requirements Analyst
2 2 (25.00%) Retail Business Analyst
2 2 (25.00%) Solutions Architect
2 2 (25.00%) SQL Analyst
2 2 (25.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 1 (12.50%) .NET
1 1 (12.50%) .NET Framework
Miscellaneous
1 2 (25.00%) Analytical Skills
1 2 (25.00%) Reference Data
Processes & Methodologies
1 6 (75.00%) Agile Software Development
1 6 (75.00%) Scrum
2 5 (62.50%) Data Modelling
3 4 (50.00%) Business Intelligence
4 2 (25.00%) Data Architecture
4 2 (25.00%) Data Cleansing
4 2 (25.00%) Data Management
4 2 (25.00%) Data Visualisation
4 2 (25.00%) DevOps
4 2 (25.00%) E-Commerce
4 2 (25.00%) Kanban
4 2 (25.00%) Migration
4 2 (25.00%) Reference Data Management
4 2 (25.00%) SOA
4 2 (25.00%) TOGAF
4 2 (25.00%) Translating Business Requirements
4 2 (25.00%) Visualisation
5 1 (12.50%) Data Integration
5 1 (12.50%) Machine Learning
Programming Languages
1 4 (50.00%) SQL
2 3 (37.50%) Java
3 1 (12.50%) T-SQL
3 1 (12.50%) VB.NET
Qualifications
1 2 (25.00%) ISEB
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
Vendors
1 1 (12.50%) Microsoft
1 1 (12.50%) Oracle