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 27 April 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Apr 2026
Same period 2025 Same period 2024
Rank 89 69 82
Rank change year-on-year -20 +13 +14
Permanent jobs citing ETL 66 81 102
As % of all permanent jobs in the City of London 1.72% 3.85% 3.19%
As % of the Processes & Methodologies category 2.10% 4.01% 3.46%
Number of salaries quoted 42 59 86
10th Percentile £61,375 £57,500 £51,750
25th Percentile £63,125 £61,250 £55,000
Median annual salary (50th Percentile) £77,500 £75,000 £70,000
Median % change year-on-year +3.33% +7.14% -
75th Percentile £84,688 £97,500 £87,500
90th Percentile £98,625 £110,000 £103,875
Central London median annual salary £77,500 £75,000 £70,000
% change year-on-year +3.33% +7.14% -9.68%

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 3,136 2,018 2,944
As % of all permanent jobs advertised in the City of London 81.52% 95.96% 91.97%
Number of salaries quoted 2,212 1,512 2,482
10th Percentile £45,000 £42,500 £41,250
25th Percentile £60,000 £55,000 £55,000
Median annual salary (50th Percentile) £80,000 £75,000 £75,000
Median % change year-on-year +6.67% - -
75th Percentile £98,750 £97,500 £95,000
90th Percentile £100,000 £120,000 £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 27 April 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 13 (19.70%) Apache Airflow
2 10 (15.15%) Apache Spark
3 4 (6.06%) Apache
4 3 (4.55%) Confluence
Applications
1 8 (12.12%) Microsoft Excel
Business Applications
1 1 (1.52%) Actimize
1 1 (1.52%) Oracle ERP
1 1 (1.52%) Oracle Financials
Cloud Services
1 45 (68.18%) Azure
2 31 (46.97%) Power Platform
3 26 (39.39%) Azure Data Factory
4 21 (31.82%) Azure Synapse Analytics
5 17 (25.76%) AWS
6 12 (18.18%) Azure DevOps
6 12 (18.18%) GCP
7 9 (13.64%) dbt
8 8 (12.12%) Snowflake
9 4 (6.06%) GitHub
10 3 (4.55%) GitHub Actions
10 3 (4.55%) PaaS
10 3 (4.55%) Prefect
10 3 (4.55%) SaaS
11 2 (3.03%) Dagster
12 1 (1.52%) AWS Lambda
12 1 (1.52%) Matillion
12 1 (1.52%) OCI
12 1 (1.52%) Serverless
12 1 (1.52%) Vertex AI
Database & Business Intelligence
1 29 (43.94%) Data Warehouse
2 28 (42.42%) Power BI
3 23 (34.85%) Data Lake
4 9 (13.64%) SQL Server
5 8 (12.12%) Amazon Redshift
5 8 (12.12%) Tableau
6 7 (10.61%) Azure SQL Database
6 7 (10.61%) BigQuery
7 6 (9.09%) Delta Lake
7 6 (9.09%) Elasticsearch
7 6 (9.09%) Looker
7 6 (9.09%) Snowflake Schema
7 6 (9.09%) SQL Server Integration Services
8 3 (4.55%) PostgreSQL
8 3 (4.55%) Relational Database
8 3 (4.55%) Spark SQL
8 3 (4.55%) SQLite
8 3 (4.55%) Star Schema
9 2 (3.03%) Big Data
9 2 (3.03%) MongoDB
Development Applications
1 11 (16.67%) Git
2 6 (9.09%) MLflow
3 3 (4.55%) JIRA
General
1 28 (42.42%) Finance
2 18 (27.27%) Analytical Skills
3 13 (19.70%) Social Skills
4 5 (7.58%) Banking
4 5 (7.58%) Inclusion and Diversity
5 2 (3.03%) Legal
6 1 (1.52%) Advertising
6 1 (1.52%) Financial Institution
6 1 (1.52%) Front Office
6 1 (1.52%) International Banking
6 1 (1.52%) Investment Banking
6 1 (1.52%) Retail
Job Titles
1 31 (46.97%) Data Engineer
2 20 (30.30%) Senior
3 13 (19.70%) Senior Data Engineer
4 7 (10.61%) Analyst
5 6 (9.09%) Data Analyst
5 6 (9.09%) Senior Systems Engineer
5 6 (9.09%) Systems Engineer
6 5 (7.58%) Lead
7 4 (6.06%) Business Intelligence Developer
7 4 (6.06%) Cloud Engineer
7 4 (6.06%) Developer
8 3 (4.55%) Architect
8 3 (4.55%) Business Data Analyst
8 3 (4.55%) Consultant
8 3 (4.55%) Gen AI Engineer
9 2 (3.03%) AWS Engineer
9 2 (3.03%) Data Architect
9 2 (3.03%) Data Consultant
9 2 (3.03%) Data Manager
9 2 (3.03%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 11 (16.67%) Kafka
2 8 (12.12%) LangChain
2 8 (12.12%) PyTorch
2 8 (12.12%) TensorFlow
3 6 (9.09%) LlamaIndex
3 6 (9.09%) pgvector
3 6 (9.09%) scikit-learn
4 4 (6.06%) PySpark
5 2 (3.03%) REST
6 1 (1.52%) .NET
6 1 (1.52%) JSON
6 1 (1.52%) MDX
Miscellaneous
1 10 (15.15%) Product Ownership
2 7 (10.61%) Cloud Native
3 6 (9.09%) Clustering
3 6 (9.09%) Public Cloud
4 2 (3.03%) AI Agents
4 2 (3.03%) Reference Data
5 1 (1.52%) Data Structures
5 1 (1.52%) Distributed Systems
5 1 (1.52%) Hybrid Cloud
5 1 (1.52%) Management Information System
5 1 (1.52%) Replication
Processes & Methodologies
1 39 (59.09%) Data Engineering
2 38 (57.58%) Data Pipeline
3 36 (54.55%) Analytics
4 31 (46.97%) Data Modelling
5 29 (43.94%) Business Intelligence
6 23 (34.85%) Data Governance
7 22 (33.33%) CI/CD
8 21 (31.82%) Agile
9 19 (28.79%) DevOps
10 17 (25.76%) AI
11 15 (22.73%) Data Science
11 15 (22.73%) Decision-Making
12 12 (18.18%) Continuous Improvement
12 12 (18.18%) Generative AI
13 11 (16.67%) Dimensional Modelling
13 11 (16.67%) Problem-Solving
14 10 (15.15%) Data Management
14 10 (15.15%) Machine Learning
14 10 (15.15%) Translating Business Requirements
14 10 (15.15%) Use Case
Programming Languages
1 59 (89.39%) SQL
2 41 (62.12%) Python
3 6 (9.09%) Data Analysis Expressions
4 4 (6.06%) PowerShell
5 2 (3.03%) Bicep
5 2 (3.03%) Java
5 2 (3.03%) Scala
5 2 (3.03%) VBA
6 1 (1.52%) C#
6 1 (1.52%) R
Qualifications
1 7 (10.61%) Degree
2 2 (3.03%) Azure Certification
2 2 (3.03%) Computer Science Degree
3 1 (1.52%) Microsoft Certification
3 1 (1.52%) SnowPro
Quality Assurance & Compliance
1 18 (27.27%) Data Quality
2 7 (10.61%) California Consumer Privacy Act
2 7 (10.61%) GDPR
3 1 (1.52%) SLA
3 1 (1.52%) Solvency II
System Software
1 3 (4.55%) Docker
Systems Management
1 6 (9.09%) Terraform
2 3 (4.55%) Kubernetes
Vendors
1 26 (39.39%) Databricks
2 20 (30.30%) Microsoft
3 6 (9.09%) Cloudera
3 6 (9.09%) Dell
4 2 (3.03%) Confluent
4 2 (3.03%) OpenAI
4 2 (3.03%) Oracle
5 1 (1.52%) Bloomberg
5 1 (1.52%) GoldenSource
5 1 (1.52%) Google
5 1 (1.52%) Informatica
5 1 (1.52%) Refinitiv
5 1 (1.52%) Salesforce
5 1 (1.52%) SAP