Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Southampton 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hampshire > Southampton
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 113 103 109
Rank change year-on-year -10 +6 -11
Permanent jobs citing ETL 6 14 9
As % of all permanent IT jobs advertised in Southampton 0.42% 1.04% 0.67%
As % of the Processes & Methodologies category 0.48% 1.22% 0.78%
Number of salaries quoted 6 12 7
Southampton median annual salary £45,000 £40,000 £46,000
Median salary % change year-on-year +12.50% -13.04% +47.20%
10th Percentile £35,625 £36,272 £37,550
90th Percentile £71,875 £68,125 £60,000
Hampshire median annual salary £45,000 £45,000 £45,000

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 Southampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Southampton
Permanent vacancies with a requirement for process or methodology skills 1246 1151 1147
As % of all permanent IT jobs advertised in Southampton 86.47% 85.13% 84.96%
Number of salaries quoted 1131 1028 1028
Southampton median annual salary £38,750 £42,500 £42,500
Median salary % change year-on-year -8.82% - +13.33%
10th Percentile £26,250 £25,000 £25,000
90th Percentile £61,250 £60,000 £62,500
Hampshire median annual salary £42,500 £41,500 £42,500
% change year-on-year +2.41% -2.35% +2.41%

ETL
Job Vacancy Trend in Southampton

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

Job vacancy trend for ETL in Southampton

ETL
Salary Trend in Southampton

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

Salary trend for ETL in Southampton

ETL
Salary Histogram in Southampton

The salary distribution of IT jobs citing ETL in Southampton over the 6 months to 22 November 2017.

Salary histogram for ETL in Southampton

For the 6 months to 22 November 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 Southampton region with a requirement for ETL.

1 3 (50.00%) Business Intelligence
1 3 (50.00%) Manufacturing
1 3 (50.00%) Amazon AWS
1 3 (50.00%) Analytics
2 2 (33.33%) Redis
2 2 (33.33%) Neo4j
2 2 (33.33%) Data Integration
2 2 (33.33%) Customer Engagement
2 2 (33.33%) MongoDB
2 2 (33.33%) Open Source
2 2 (33.33%) SQL Server Integration Services
2 2 (33.33%) Go
2 2 (33.33%) Docker
2 2 (33.33%) Internet of Things
2 2 (33.33%) Microservices
2 2 (33.33%) InfluxDB
2 2 (33.33%) Dashboard Development
2 2 (33.33%) Continuous Deployment
2 2 (33.33%) Industrial Internet of Things
2 2 (33.33%) Migration
2 2 (33.33%) TDD
2 2 (33.33%) Artificial Intelligence
2 2 (33.33%) Software Engineering
2 2 (33.33%) Microsoft
2 2 (33.33%) Internet
2 2 (33.33%) Data Modelling
2 2 (33.33%) OOD
2 2 (33.33%) SOA
2 2 (33.33%) SQL
2 2 (33.33%) SQL Server

ETL
Co-occurring IT Skills in Southampton 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%) SAS
Cloud Services
1 3 (50.00%) Amazon AWS
2 1 (16.67%) IaaS
2 1 (16.67%) Microsoft Azure
2 1 (16.67%) PaaS
2 1 (16.67%) SaaS
Communications & Networking
1 2 (33.33%) Internet
Database & Business Intelligence
1 2 (33.33%) Data Warehouse
1 2 (33.33%) InfluxDB
1 2 (33.33%) MongoDB
1 2 (33.33%) Neo4j
1 2 (33.33%) Redis
1 2 (33.33%) SQL Server
1 2 (33.33%) SQL Server Integration Services
2 1 (16.67%) QlikView
2 1 (16.67%) SQL Server Analysis Services
2 1 (16.67%) SQL Server Reporting Services
General
1 3 (50.00%) Manufacturing
2 1 (16.67%) Advertising
2 1 (16.67%) Finance
Job Titles
1 3 (50.00%) Business Intelligence Developer
1 3 (50.00%) Developer
2 2 (33.33%) Data Engineer
2 2 (33.33%) Integration Engineer
3 1 (16.67%) Analyst
3 1 (16.67%) Analyst Developer
3 1 (16.67%) Business Intelligence Analyst
3 1 (16.67%) Business Intelligence Data Analyst
3 1 (16.67%) Data Analyst
3 1 (16.67%) Developer Analyst
3 1 (16.67%) ETL Developer
3 1 (16.67%) QlikView Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) .NET
1 1 (16.67%) JDBC
Miscellaneous
1 2 (33.33%) Industrial Internet of Things
1 2 (33.33%) Internet of Things
2 1 (16.67%) Enterprise Software
Operating Systems
1 2 (33.33%) Linux
Processes & Methodologies
1 3 (50.00%) Analytics
1 3 (50.00%) Business Intelligence
2 2 (33.33%) Artificial Intelligence
2 2 (33.33%) Continuous Deployment
2 2 (33.33%) Customer Engagement
2 2 (33.33%) Dashboard Development
2 2 (33.33%) Data Integration
2 2 (33.33%) Data Modelling
2 2 (33.33%) Microservices
2 2 (33.33%) Migration
2 2 (33.33%) OO
2 2 (33.33%) OOD
2 2 (33.33%) Open Source
2 2 (33.33%) SOA
2 2 (33.33%) Software Engineering
2 2 (33.33%) TDD
3 1 (16.67%) EAI
3 1 (16.67%) ETL Development
3 1 (16.67%) Project Management
3 1 (16.67%) Stakeholder Management
Programming Languages
1 2 (33.33%) Go
1 2 (33.33%) SQL
2 1 (16.67%) PL/SQL
System Software
1 2 (33.33%) Docker
Vendors
1 2 (33.33%) Microsoft
2 1 (16.67%) Oracle