ETL Jobs in Edinburgh

Extract, Transform and Load (ETL)
Scotland > Edinburgh

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 102 112 117
Rank change year-on-year +10 +5 -29
Permanent jobs citing ETL 9 39 41
As % of all permanent jobs advertised in Edinburgh 0.59% 1.82% 1.77%
As % of the Processes & Methodologies category 0.65% 1.89% 1.89%
Number of salaries quoted 5 26 31
10th Percentile £48,250 £39,000 £45,000
25th Percentile £62,500 £47,188 £45,500
Median annual salary (50th Percentile) £65,000 £55,000 £60,000
Median % change year-on-year +18.18% -8.33% +9.09%
75th Percentile £67,500 £62,500 £73,750
90th Percentile £69,750 £77,715 £75,000
Scotland median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +10.00%

All Process and Methodology Skills
Edinburgh

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 Edinburgh with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 1,387 2,065 2,171
As % of all permanent jobs advertised in Edinburgh 90.42% 96.18% 93.74%
Number of salaries quoted 973 1,192 1,335
10th Percentile £35,000 £37,000 £35,000
25th Percentile £46,250 £45,000 £44,750
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% +10.00%
75th Percentile £72,500 £77,813 £68,750
90th Percentile £96,539 £92,404 £85,000
Scotland median annual salary £52,500 £57,905 £52,500
% change year-on-year -9.33% +10.30% +5.00%

ETL
Job Vacancy Trend in Edinburgh

Job postings citing ETL as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for ETL in Edinburgh

ETL
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing ETL in Edinburgh.

Salary trend for ETL in Edinburgh

ETL
Salary Histogram in Edinburgh

Salary distribution for jobs citing ETL in Edinburgh over the 6 months to 27 April 2024.

Salary histogram for ETL in Edinburgh

ETL
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (11.11%) Apache Spark
Cloud Services
1 5 (55.56%) Azure
2 3 (33.33%) Power Platform
2 3 (33.33%) Snowflake
3 1 (11.11%) AWS
3 1 (11.11%) GCP
3 1 (11.11%) SaaS
Database & Business Intelligence
1 7 (77.78%) Data Warehouse
2 3 (33.33%) Power BI
2 3 (33.33%) Tableau
3 1 (11.11%) Apache Accumulo
3 1 (11.11%) Apache Cassandra
3 1 (11.11%) Big Data
3 1 (11.11%) Flink
3 1 (11.11%) Hadoop
3 1 (11.11%) HBase
3 1 (11.11%) NoSQL
3 1 (11.11%) SQL Server
3 1 (11.11%) SQL Server Integration Services
Development Applications
1 1 (11.11%) JUnit
General
1 6 (66.67%) Social Skills
2 4 (44.44%) Inclusion and Diversity
3 3 (33.33%) Finance
3 3 (33.33%) Legal
3 3 (33.33%) Marketing
Job Titles
1 5 (55.56%) Data Engineer
2 4 (44.44%) Principal Engineer
3 3 (33.33%) Lead
3 3 (33.33%) Principal Data Engineer
4 1 (11.11%) Principal Software Engineer
4 1 (11.11%) Senior
4 1 (11.11%) Senior Data Engineer
4 1 (11.11%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (11.11%) Apache NiFi
1 1 (11.11%) Kafka
1 1 (11.11%) Web Services
Miscellaneous
1 4 (44.44%) Cloud Native
2 3 (33.33%) Algorithms
2 3 (33.33%) Management Information System
2 3 (33.33%) Product Ownership
3 1 (11.11%) Distributed Systems
Operating Systems
1 1 (11.11%) Linux
Processes & Methodologies
1 9 (100.00%) Analytics
2 6 (66.67%) Data Governance
3 4 (44.44%) Data Engineering
3 4 (44.44%) Data Modelling
3 4 (44.44%) Data Science
4 3 (33.33%) Agile
4 3 (33.33%) Business Intelligence
4 3 (33.33%) Computer Science
4 3 (33.33%) Data Architecture
4 3 (33.33%) Data Integration
4 3 (33.33%) Data Management
4 3 (33.33%) Data Strategy
4 3 (33.33%) Data-Driven Decision Making
4 3 (33.33%) Decision-Making
4 3 (33.33%) Fintech
4 3 (33.33%) Microservices
4 3 (33.33%) Software Delivery
4 3 (33.33%) Strategic Thinking
4 3 (33.33%) Technical Leadership
4 3 (33.33%) Visualisation
Programming Languages
1 3 (33.33%) Python
2 2 (22.22%) SQL
3 1 (11.11%) Bash
3 1 (11.11%) Go
3 1 (11.11%) Java
3 1 (11.11%) Scala
System Software
1 1 (11.11%) Docker
Systems Management
1 1 (11.11%) Kubernetes
1 1 (11.11%) Rancher
Vendors
1 1 (11.11%) Databricks
1 1 (11.11%) Dell
1 1 (11.11%) Google
1 1 (11.11%) StreamSets