ETL Job Trends in the City of London

Extract, Transform and Load (ETL)
Central London > City of London

The table below provides summary statistics and salary benchmarking for jobs advertised in the City of London requiring ETL skills. It covers permanent job vacancies from the 6 months leading up to 30 May 2026, with comparisons to the same periods in the previous two years.

6 months to
30 May 2026
Same period 2025 Same period 2024
Rank 108 62 85
Rank change year-on-year -46 +23 +18
Permanent jobs citing ETL 52 78 95
As % of all permanent jobs in the City of London 1.25% 4.06% 2.99%
As % of the Processes & Methodologies category 1.56% 4.21% 3.28%
Number of salaries quoted 34 59 77
10th Percentile £61,625 £52,500 £52,500
25th Percentile £62,500 £59,250 £56,250
Median annual salary (50th Percentile) £77,500 £75,000 £70,000
Median % change year-on-year +3.33% +7.14% -
75th Percentile £98,438 £97,500 £87,500
90th Percentile £131,750 £108,000 £103,650
Central London median annual salary £77,500 £77,500 £70,000
% change year-on-year - +10.71% -6.67%

All Process & Methodology Skills
City of London

ETL falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in the City of London.

Permanent vacancies with a requirement for process or methodology skills 3,341 1,851 2,893
As % of all permanent jobs advertised in the City of London 80.33% 96.31% 91.20%
Number of salaries quoted 2,414 1,401 2,381
10th Percentile £45,375 £41,750 £41,315
25th Percentile £60,000 £53,750 £55,000
Median annual salary (50th Percentile) £80,000 £75,000 £75,000
Median % change year-on-year +6.67% - -
75th Percentile £100,000 £97,500 £95,000
90th Percentile - £122,500 £112,500
Central London median annual salary £80,000 £75,000 £72,500
% change year-on-year +6.67% +3.45% -3.33%

ETL
Job Vacancy Trend in the City of London

Historical trend showing the proportion of permanent IT job postings citing ETL relative to all permanent IT jobs advertised in the City of London.

ETL job vacancy trend in the City of London

ETL
Salary Trend in the City of London

Salary distribution trend for jobs in the City of London citing ETL.

Salary distribution trend for jobs in the City of London citing ETL

ETL
Salary Histogram in the City of London

Salary distribution for jobs citing ETL in the City of London over the 6 months to 30 May 2026.

Salary histogram for ETL in the City of London

ETL
Co-Occurring Skills & Capabilities in the City of London by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 10 (19.23%) Apache Airflow
1 10 (19.23%) Apache Spark
2 3 (5.77%) Apache
3 2 (3.85%) Confluence
Applications
1 4 (7.69%) Microsoft Excel
Business Applications
1 5 (9.62%) Oracle ERP
1 5 (9.62%) Oracle Financials
2 1 (1.92%) Actimize
Cloud Services
1 31 (59.62%) Azure
2 19 (36.54%) Power Platform
3 18 (34.62%) Azure Data Factory
3 18 (34.62%) Azure Synapse Analytics
4 15 (28.85%) AWS
5 9 (17.31%) GCP
6 8 (15.38%) Azure DevOps
6 8 (15.38%) dbt
7 7 (13.46%) Snowflake
8 5 (9.62%) OCI
9 4 (7.69%) GitHub
10 3 (5.77%) GitHub Actions
10 3 (5.77%) Prefect
11 2 (3.85%) Dagster
12 1 (1.92%) AWS Lambda
12 1 (1.92%) Serverless
Database & Business Intelligence
1 27 (51.92%) Data Lake
2 19 (36.54%) Data Warehouse
3 16 (30.77%) Power BI
4 7 (13.46%) Amazon Redshift
4 7 (13.46%) Tableau
5 6 (11.54%) BigQuery
5 6 (11.54%) Delta Lake
5 6 (11.54%) Elasticsearch
5 6 (11.54%) Looker
5 6 (11.54%) Snowflake Schema
6 5 (9.62%) SQL Server
7 4 (7.69%) Azure SQL Database
8 3 (5.77%) Relational Database
8 3 (5.77%) Spark SQL
9 2 (3.85%) Big Data
9 2 (3.85%) Metadata
9 2 (3.85%) MongoDB
9 2 (3.85%) PostgreSQL
9 2 (3.85%) SQL Server Integration Services
9 2 (3.85%) Star Schema
Development Applications
1 7 (13.46%) Git
2 6 (11.54%) MLflow
3 2 (3.85%) JIRA
General
1 28 (53.85%) Finance
2 15 (28.85%) Analytical Skills
3 9 (17.31%) Banking
3 9 (17.31%) Social Skills
4 5 (9.62%) Investment Banking
5 4 (7.69%) Inclusion and Diversity
6 1 (1.92%) Advertising
6 1 (1.92%) Financial Institution
6 1 (1.92%) Front Office
6 1 (1.92%) International Banking
6 1 (1.92%) Legal
6 1 (1.92%) Retail
Job Titles
1 20 (38.46%) Data Engineer
2 13 (25.00%) Senior
3 8 (15.38%) Analyst
4 7 (13.46%) Data Analyst
5 6 (11.54%) Senior Data Engineer
5 6 (11.54%) Senior Systems Engineer
5 6 (11.54%) Systems Engineer
6 5 (9.62%) Service Owner
7 4 (7.69%) Business Data Analyst
7 4 (7.69%) Cloud Engineer
8 3 (5.77%) Architect
9 2 (3.85%) Consultant
9 2 (3.85%) Data Architect
9 2 (3.85%) Data Consultant
9 2 (3.85%) Data Manager
9 2 (3.85%) Gen AI Engineer
9 2 (3.85%) Lead
9 2 (3.85%) Python Data Engineer
9 2 (3.85%) Python Engineer
10 1 (1.92%) Quality Analyst
Libraries, Frameworks & Software Standards
1 10 (19.23%) Kafka
2 7 (13.46%) LangChain
2 7 (13.46%) PyTorch
2 7 (13.46%) TensorFlow
3 6 (11.54%) LlamaIndex
3 6 (11.54%) pgvector
3 6 (11.54%) scikit-learn
4 4 (7.69%) PySpark
5 2 (3.85%) REST
6 1 (1.92%) .NET
6 1 (1.92%) JSON
6 1 (1.92%) MDX
Miscellaneous
1 15 (28.85%) Product Ownership
2 7 (13.46%) Cloud Native
2 7 (13.46%) Reference Data
3 6 (11.54%) Clustering
3 6 (11.54%) Public Cloud
4 1 (1.92%) AI Agents
4 1 (1.92%) Data Structures
4 1 (1.92%) Management Information System
4 1 (1.92%) Replication
Processes & Methodologies
1 31 (59.62%) Data Engineering
2 30 (57.69%) Data Pipeline
3 29 (55.77%) Analytics
4 21 (40.38%) Data Modelling
5 20 (38.46%) CI/CD
6 19 (36.54%) Business Intelligence
7 18 (34.62%) Data Governance
8 16 (30.77%) Agile
9 14 (26.92%) AI
9 14 (26.92%) DevOps
10 11 (21.15%) Data Science
11 10 (19.23%) Generative AI
11 10 (19.23%) Validation
12 9 (17.31%) Continuous Improvement
12 9 (17.31%) Data Architecture
12 9 (17.31%) Data Integration
12 9 (17.31%) Data Management
12 9 (17.31%) Machine Learning
13 8 (15.38%) Dimensional Modelling
13 8 (15.38%) Use Case
Programming Languages
1 43 (82.69%) SQL
2 31 (59.62%) Python
3 2 (3.85%) Bicep
3 2 (3.85%) Java
3 2 (3.85%) Scala
3 2 (3.85%) VBA
4 1 (1.92%) Data Analysis Expressions
4 1 (1.92%) PowerShell
4 1 (1.92%) R
Qualifications
1 7 (13.46%) Degree
2 2 (3.85%) Azure Certification
2 2 (3.85%) Computer Science Degree
3 1 (1.92%) Microsoft Certification
3 1 (1.92%) SnowPro
Quality Assurance & Compliance
1 15 (28.85%) Data Quality
2 7 (13.46%) California Consumer Privacy Act
2 7 (13.46%) GDPR
3 1 (1.92%) QA
3 1 (1.92%) SLA
3 1 (1.92%) Solvency II
System Software
1 3 (5.77%) Docker
Systems Management
1 6 (11.54%) Terraform
2 2 (3.85%) Kubernetes
Vendors
1 21 (40.38%) Databricks
2 11 (21.15%) Microsoft
3 6 (11.54%) Cloudera
3 6 (11.54%) Dell
3 6 (11.54%) Oracle
4 1 (1.92%) Bloomberg
4 1 (1.92%) Confluent
4 1 (1.92%) GoldenSource
4 1 (1.92%) OpenAI
4 1 (1.92%) Refinitiv
4 1 (1.92%) Salesforce
4 1 (1.92%) SAP