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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 57 41 44
Rank change year-on-year
-16 +3
Permanent jobs citing ETL 4 9 12
As % of all permanent IT jobs located in Cheltenham 1.03% 2.72% 2.73%
As % of the Processes & Methodologies category 1.14% 2.97% 3.21%
Number of salaries quoted 4 6 3
Median salary £65,000 £47,500 £30,000
Median salary % change year-on-year
+36.84% +58.33%
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Gloucestershire

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
350 303 374
As % of all permanent IT jobs located in Cheltenham 90.21% 91.54% 85.00%
Number of salaries quoted 306 207 310
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £34,000 £30,000
10% offered a salary of more than £62,000 £52,500 £75,000
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
Top 30 Related IT Skills in Cheltenham

For the 6 months to 3 December 2016, 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 4 (66.67%) Java
1 4 (66.67%) Data Modelling
1 4 (66.67%) Business Intelligence
2 3 (50.00%) Scrum
2 3 (50.00%) SQL
2 3 (50.00%) Data Warehouse
2 3 (50.00%) Agile Software Development
3 2 (33.33%) SQL Server Integration Services
3 2 (33.33%) Data Management
3 2 (33.33%) NoSQL
3 2 (33.33%) Amazon AWS
3 2 (33.33%) Data Quality
3 2 (33.33%) Big Data
3 2 (33.33%) DevOps
3 2 (33.33%) C#
3 2 (33.33%) MySQL
3 2 (33.33%) Microsoft
3 2 (33.33%) E-Commerce
3 2 (33.33%) Migration
4 1 (16.67%) Data Deduplication
4 1 (16.67%) Translating Business Requirements
4 1 (16.67%) ISEB
4 1 (16.67%) PLM
4 1 (16.67%) Management Information System
4 1 (16.67%) Manufacturing
4 1 (16.67%) Advertising
4 1 (16.67%) Oracle
4 1 (16.67%) SQL Server
4 1 (16.67%) ASP.NET
4 1 (16.67%) Python

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 (16.67%) Apache Spark
Applications
1 1 (16.67%) MS Excel
Cloud Services
1 2 (33.33%) Amazon AWS
Database & Business Intelligence
1 3 (50.00%) Data Warehouse
2 2 (33.33%) Big Data
2 2 (33.33%) MySQL
2 2 (33.33%) NoSQL
2 2 (33.33%) SQL Server Integration Services
3 1 (16.67%) DTS
3 1 (16.67%) Hadoop
3 1 (16.67%) MS Access
3 1 (16.67%) Oracle Database
3 1 (16.67%) RDBMS
3 1 (16.67%) Relational Database
3 1 (16.67%) SQL Server
3 1 (16.67%) SQL Server Analysis Services
3 1 (16.67%) SQL Server Reporting Services
General
1 1 (16.67%) Advertising
1 1 (16.67%) Manufacturing
1 1 (16.67%) Marketing
1 1 (16.67%) Retail
Job Titles
1 4 (66.67%) Architect
1 4 (66.67%) Data Architect
2 2 (33.33%) AWS Architect
2 2 (33.33%) AWS DevOps
2 2 (33.33%) Business Intelligence Architect
2 2 (33.33%) Cloud Architect
2 2 (33.33%) DevOps Architect
2 2 (33.33%) E-Commerce Architect
2 2 (33.33%) ETL Architect
2 2 (33.33%) Java Architect
2 2 (33.33%) NoSQL Architect
3 1 (16.67%) Business Intelligence Developer
3 1 (16.67%) Senior Architect
3 1 (16.67%) Senior Data Architect
3 1 (16.67%) Solutions Architect
3 1 (16.67%) SQL BI Developer
3 1 (16.67%) SQL Server BI Developer
3 1 (16.67%) SSAS Developer
3 1 (16.67%) SSIS Developer
3 1 (16.67%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) .NET
1 1 (16.67%) ASP.NET
Miscellaneous
1 1 (16.67%) Analytical Skills
1 1 (16.67%) Data Integration
1 1 (16.67%) Management Information System
1 1 (16.67%) Reference Data
1 1 (16.67%) Visualisation
Processes & Methodologies
1 4 (66.67%) Business Intelligence
1 4 (66.67%) Data Modelling
2 3 (50.00%) Agile Software Development
2 3 (50.00%) Scrum
3 2 (33.33%) Data Management
3 2 (33.33%) DevOps
3 2 (33.33%) E-Commerce
3 2 (33.33%) Migration
4 1 (16.67%) Data Architecture
4 1 (16.67%) Data Cleansing
4 1 (16.67%) Data Deduplication
4 1 (16.67%) Data Migration
4 1 (16.67%) Data Visualisation
4 1 (16.67%) Document Management
4 1 (16.67%) Information Management
4 1 (16.67%) Machine Learning
4 1 (16.67%) PLM
4 1 (16.67%) SOA
4 1 (16.67%) TOGAF
4 1 (16.67%) Translating Business Requirements
Programming Languages
1 4 (66.67%) Java
2 3 (50.00%) SQL
3 2 (33.33%) C#
4 1 (16.67%) C++
4 1 (16.67%) JavaScript
4 1 (16.67%) Python
4 1 (16.67%) VB
Qualifications
1 1 (16.67%) ISEB
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
Vendors
1 2 (33.33%) Microsoft
2 1 (16.67%) Oracle