ETL Contract Job Trends in London

Extract, Transform and Load (ETL)
England > London

The table below provides summary statistics and contractor rates for jobs advertised in London requiring ETL skills. It covers contract job vacancies from the 6 months leading up to 12 March 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Mar 2026
Same period 2025 Same period 2024
Rank 56 80 80
Rank change year-on-year +24 0 +22
Contract jobs citing ETL 719 433 526
As % of all contract jobs in London 4.44% 3.35% 2.88%
As % of the Processes & Methodologies category 4.94% 3.68% 3.26%
Number of daily rates quoted 526 288 416
10th Percentile £363 £379 £400
25th Percentile £425 £450 £446
Median daily rate (50th Percentile) £518 £550 £525
Median % change year-on-year -5.91% +4.76% -4.55%
75th Percentile £638 £641 £638
90th Percentile £738 £750 £738
England median daily rate £500 £525 £525
% change year-on-year -4.76% - -2.33%
Number of hourly rates quoted 0 3 12
10th Percentile - £36.25 £35.00
25th Percentile - £38.13 £41.02
Median hourly rate - £42.50 £50.50
Median % change year-on-year - -15.84% -22.31%
75th Percentile - £52.25 £62.45
90th Percentile - £57.35 £67.65
England median hourly rate £67.35 £60.50 £49.50
% change year-on-year +11.31% +22.22% +37.02%

All Process & Methodology Skills
London

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

Contract vacancies with a requirement for process or methodology skills 14,548 11,757 16,125
As % of all contract IT jobs advertised in London 89.83% 91.07% 88.24%
Number of daily rates quoted 9,771 7,824 11,523
10th Percentile £350 £350 £338
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - -6.78%
75th Percentile £650 £680 £675
90th Percentile £750 £800 £788
England median daily rate £505 £525 £525
% change year-on-year -3.81% - -4.55%
Number of hourly rates quoted 221 159 352
10th Percentile £18.07 £20.36 £16.00
25th Percentile £21.46 £24.66 £19.54
Median hourly rate £35.50 £35.50 £30.00
Median % change year-on-year - +18.33% -16.67%
75th Percentile £56.96 £53.75 £50.00
90th Percentile £70.00 £77.68 £69.95
England median hourly rate £30.00 £34.50 £32.50
% change year-on-year -13.04% +6.15% -9.72%

ETL
Job Vacancy Trend in London

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

ETL job vacancy trend in London

ETL
Daily Rate Trend in London

Contractor daily rate distribution trend for jobs in London citing ETL.

Contractor daily rate distribution trend for jobs in London citing ETL

ETL
Daily Rate Histogram in London

Daily rate distribution for jobs citing ETL in London over the 6 months to 12 March 2026.

Daily rate histogram for ETL in London

ETL
Hourly Rate Trend in London

Contractor hourly rate distribution trend for jobs in London citing ETL.

Contractor hourly rate distribution trend for jobs in London citing ETL

ETL
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the London region over the 6 months to 12 March 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Central London +12 93 £513 -9.49% 71
West London +7 28 £603 +9.55% 5
South London -2 13 £469 -2.60% 2
East London +2 7 £450 +12.50% 3
North London - 1 £495 - 1
ETL
England

ETL
Co-Occurring Skills & Capabilities in 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 84 (11.68%) Apache Spark
2 60 (8.34%) Apache Airflow
3 53 (7.37%) Apache
4 10 (1.39%) SAS
4 10 (1.39%) SharePoint
5 8 (1.11%) Appian
6 7 (0.97%) Palantir Foundry
7 6 (0.83%) Oracle SOA Suite
8 5 (0.70%) Confluence
8 5 (0.70%) Microsoft Exchange
8 5 (0.70%) Tomcat
9 4 (0.56%) nginx
10 3 (0.42%) Camunda
10 3 (0.42%) Oracle Workflow
10 3 (0.42%) WebSphere
11 2 (0.28%) CMS
11 2 (0.28%) Oracle Application Server
11 2 (0.28%) WebLogic
12 1 (0.14%) ArcGIS
Applications
1 26 (3.62%) Microsoft Excel
2 7 (0.97%) Microsoft Office
3 5 (0.70%) Microsoft PowerPoint
3 5 (0.70%) Microsoft Project
4 3 (0.42%) MS Visio
4 3 (0.42%) Spreadsheet
4 3 (0.42%) Trello
5 1 (0.14%) Chatbot
Business Applications
1 6 (0.83%) Aladdin
1 6 (0.83%) Oracle Subledger Accounting
1 6 (0.83%) SAP S/4HANA
2 4 (0.56%) Oracle General Ledger
2 4 (0.56%) Oracle Payables
2 4 (0.56%) Oracle Procure-to-Pay
2 4 (0.56%) Oracle Receivables
2 4 (0.56%) Workday HCM
3 3 (0.42%) BambooHR
3 3 (0.42%) Sparx Enterprise Architect
4 2 (0.28%) Actimize
4 2 (0.28%) Oracle ERP
4 2 (0.28%) Oracle FAH
4 2 (0.28%) SAP MDG
5 1 (0.14%) Dynamics CRM
5 1 (0.14%) Loan IQ
5 1 (0.14%) Maximo
5 1 (0.14%) NetSuite
5 1 (0.14%) SAP FI-GL
5 1 (0.14%) Summit
Cloud Services
1 320 (44.51%) Azure
2 238 (33.10%) AWS
3 191 (26.56%) Power Platform
4 113 (15.72%) Azure Data Factory
5 99 (13.77%) Snowflake
6 94 (13.07%) Azure Synapse Analytics
7 91 (12.66%) Amazon S3
8 86 (11.96%) GCP
9 61 (8.48%) Serverless
10 55 (7.65%) GitHub
11 54 (7.51%) AWS Lambda
12 53 (7.37%) Azure DevOps
13 44 (6.12%) dbt
14 39 (5.42%) AWS CloudFormation
15 35 (4.87%) Collibra
16 27 (3.76%) GitHub Actions
17 21 (2.92%) AWS Step Functions
18 16 (2.23%) Amazon CloudWatch
18 16 (2.23%) Amazon SQS
19 15 (2.09%) Amazon EMR
Communications & Networking
1 4 (0.56%) 4G
1 4 (0.56%) 5G
2 3 (0.42%) 2G
2 3 (0.42%) Radio Access Network
3 2 (0.28%) Firewall
3 2 (0.28%) HTTP
3 2 (0.28%) VPN
4 1 (0.14%) DSL
4 1 (0.14%) Hyperconnected
Database & Business Intelligence
1 220 (30.60%) Data Warehouse
2 179 (24.90%) Power BI
3 137 (19.05%) Data Lake
4 106 (14.74%) SQL Server
5 83 (11.54%) Metadata
6 60 (8.34%) Tableau
7 55 (7.65%) SQL Server Integration Services
8 54 (7.51%) Relational Database
9 53 (7.37%) Amazon Redshift
10 52 (7.23%) Big Data
11 46 (6.40%) Amazon Athena
12 44 (6.12%) Delta Lake
13 41 (5.70%) BigQuery
14 40 (5.56%) Snowflake Schema
15 39 (5.42%) Azure SQL Database
16 30 (4.17%) NoSQL
17 27 (3.76%) PostgreSQL
18 26 (3.62%) Oracle Database
19 23 (3.20%) OLAP
20 19 (2.64%) Star Schema
Development Applications
1 69 (9.60%) Git
2 28 (3.89%) JIRA
3 25 (3.48%) GitLab
4 17 (2.36%) MLflow
5 14 (1.95%) ERwin
5 14 (1.95%) Jenkins
6 7 (0.97%) Selenium
7 5 (0.70%) Postman
8 4 (0.56%) PowerDesigner
8 4 (0.56%) Toad
9 3 (0.42%) JMeter
9 3 (0.42%) Robot Framework
10 2 (0.28%) Bitbucket
10 2 (0.28%) ER Studio
10 2 (0.28%) LSMW
10 2 (0.28%) REST Assured
10 2 (0.28%) SpecFlow
10 2 (0.28%) Visual Studio
11 1 (0.14%) Maven
11 1 (0.14%) Oracle Forms
General
1 250 (34.77%) Finance
2 214 (29.76%) Social Skills
3 118 (16.41%) Analytical Skills
4 81 (11.27%) Banking
5 55 (7.65%) Public Sector
6 24 (3.34%) Financial Institution
7 17 (2.36%) Documentation Skills
8 15 (2.09%) Retail
9 14 (1.95%) Telecoms
10 11 (1.53%) Marketing
11 10 (1.39%) Legal
12 7 (0.97%) Front Office
13 6 (0.83%) Inclusion and Diversity
13 6 (0.83%) Investment Banking
14 5 (0.70%) Corporate Banking
14 5 (0.70%) Influencing Skills
14 5 (0.70%) Law
14 5 (0.70%) Presentation Skills
14 5 (0.70%) Publishing
15 4 (0.56%) Local Government
Job Titles
1 283 (39.36%) Data Engineer
2 92 (12.80%) Lead
3 89 (12.38%) Developer
4 81 (11.27%) Senior
5 73 (10.15%) Architect
6 67 (9.32%) Analyst
7 57 (7.93%) Senior Data Engineer
8 45 (6.26%) Data Analyst
9 39 (5.42%) Data Architect
10 32 (4.45%) Snowflake Engineer
11 27 (3.76%) Snowflake Data Engineer
12 24 (3.34%) Business Intelligence Developer
13 22 (3.06%) Azure Engineer
14 21 (2.92%) Business Analyst
14 21 (2.92%) Lead Data Engineer
14 21 (2.92%) Python Engineer
15 18 (2.50%) Azure Data Engineer
16 17 (2.36%) Solutions Architect
17 16 (2.23%) AWS Engineer
17 16 (2.23%) Senior Developer
Libraries, Frameworks & Software Standards
1 93 (12.93%) PySpark
2 73 (10.15%) Kafka
3 33 (4.59%) Pandas
4 28 (3.89%) REST
5 25 (3.48%) XML
6 22 (3.06%) NumPy
7 18 (2.50%) Great Expectations
7 18 (2.50%) PyTorch
8 16 (2.23%) RESTful
8 16 (2.23%) scikit-learn
8 16 (2.23%) TensorFlow
9 15 (2.09%) .NET
9 15 (2.09%) Middleware
10 12 (1.67%) JSON
10 12 (1.67%) pytest
11 11 (1.53%) OAuth
11 11 (1.53%) Oracle Fusion
11 11 (1.53%) Spark Streaming
11 11 (1.53%) Web Services
12 10 (1.39%) YAML
Miscellaneous
1 68 (9.46%) Cloud Native
2 56 (7.79%) Data Structures
3 43 (5.98%) Legacy Systems
4 23 (3.20%) Distributed Computing
5 15 (2.09%) Reinsurance
6 13 (1.81%) Onboarding
7 12 (1.67%) Management Information System
7 12 (1.67%) Product Ownership
8 11 (1.53%) Algorithms
8 11 (1.53%) Fixed Income
9 10 (1.39%) Greenfield Project
10 9 (1.25%) Data Protection Act
10 9 (1.25%) Low-Code
11 8 (1.11%) Distributed Systems
12 7 (0.97%) Analytical Mindset
12 7 (0.97%) IoT
12 7 (0.97%) Reference Data
12 7 (0.97%) Taxonomies
13 6 (0.83%) Enterprise Software
13 6 (0.83%) Virtual Team
Operating Systems
1 15 (2.09%) Linux
2 9 (1.25%) Windows
3 7 (0.97%) Unix
4 5 (0.70%) Windows Server
5 4 (0.56%) Red Hat Enterprise Linux
5 4 (0.56%) Solaris
5 4 (0.56%) Windows Server 2008
5 4 (0.56%) Windows Server 2019
6 3 (0.42%) VMS
7 2 (0.28%) Windows Server 2016
8 1 (0.14%) Apple iOS
Processes & Methodologies
1 349 (48.54%) Data Modelling
2 311 (43.25%) Analytics
3 274 (38.11%) Data Engineering
4 261 (36.30%) Data Pipeline
5 218 (30.32%) Business Intelligence
6 209 (29.07%) CI/CD
7 178 (24.76%) Data Governance
8 158 (21.97%) Migration
9 155 (21.56%) Agile
10 151 (21.00%) DevOps
11 133 (18.50%) Problem-Solving
12 129 (17.94%) Data Architecture
13 123 (17.11%) AI
14 117 (16.27%) Validation
15 114 (15.86%) Data Migration
16 109 (15.16%) Data Science
17 102 (14.19%) Decision-Making
18 91 (12.66%) Machine Learning
19 89 (12.38%) Infrastructure as Code
20 88 (12.24%) Data Integration
Programming Languages
1 507 (70.51%) SQL
2 360 (50.07%) Python
3 56 (7.79%) Java
4 42 (5.84%) Scala
5 41 (5.70%) C#
6 36 (5.01%) PL/SQL
7 28 (3.89%) Data Analysis Expressions
8 23 (3.20%) T-SQL
9 18 (2.50%) JavaScript
10 14 (1.95%) R
11 13 (1.81%) Bicep
12 7 (0.97%) PowerShell
12 7 (0.97%) Shell Script
13 6 (0.83%) Bash
13 6 (0.83%) TypeScript
14 5 (0.70%) SAS Macro
15 4 (0.56%) Perl
15 4 (0.56%) PHP
16 3 (0.42%) C
16 3 (0.42%) Korn
Qualifications
1 119 (16.55%) Security Cleared
2 91 (12.66%) SC Cleared
3 52 (7.23%) Degree
4 35 (4.87%) Computer Science Degree
5 23 (3.20%) Azure Certification
5 23 (3.20%) Master's Degree
6 19 (2.64%) AWS Certification
7 9 (1.25%) BPSS Clearance
7 9 (1.25%) Microsoft Certification
8 7 (0.97%) DV Cleared
9 5 (0.70%) PMP
10 4 (0.56%) ISTQB
10 4 (0.56%) SnowPro
11 3 (0.42%) AWS Certified Solutions Architect
11 3 (0.42%) ISTQB Advanced Certification
11 3 (0.42%) PMI Certification
11 3 (0.42%) TOGAF Certification
12 1 (0.14%) HP APS
12 1 (0.14%) Microsoft Certified Professional
12 1 (0.14%) Tableau Certification
Quality Assurance & Compliance
1 255 (35.47%) Data Quality
2 70 (9.74%) GDPR
3 55 (7.65%) QA
4 16 (2.23%) Sarbanes-Oxley
5 12 (1.67%) IFRS
6 9 (1.25%) Accessibility
6 9 (1.25%) IFRS 17
7 7 (0.97%) PMO
8 5 (0.70%) GAAP
8 5 (0.70%) HIPAA
8 5 (0.70%) MiFID
9 4 (0.56%) Actionable Recommendations
9 4 (0.56%) IFRS 9
10 3 (0.42%) Basel III
10 3 (0.42%) California Consumer Privacy Act
10 3 (0.42%) NIST
11 2 (0.28%) Dodd-Frank
11 2 (0.28%) EMIR
11 2 (0.28%) GMP
11 2 (0.28%) PCI DSS
System Software
1 56 (7.79%) Docker
2 3 (0.42%) Oracle RAC
3 2 (0.28%) VMware ESXi
3 2 (0.28%) VMware Infrastructure
3 2 (0.28%) zsh
4 1 (0.14%) Active Directory
4 1 (0.14%) HDFS
4 1 (0.14%) Virtual Machines
Systems Management
1 99 (13.77%) Terraform
2 60 (8.34%) Kubernetes
3 3 (0.42%) Ansible
3 3 (0.42%) Control-M
4 2 (0.28%) Oracle RMAN
4 2 (0.28%) Prometheus
5 1 (0.14%) Grafana
5 1 (0.14%) HP ALM
5 1 (0.14%) HP Fortify
5 1 (0.14%) ITRS Geneos
5 1 (0.14%) Kibana
5 1 (0.14%) logstash
Vendors
1 173 (24.06%) Databricks
2 128 (17.80%) Microsoft
3 78 (10.85%) Oracle
4 46 (6.40%) Informatica
5 34 (4.73%) Google
5 34 (4.73%) SAP
6 16 (2.23%) Workday
7 15 (2.09%) IBM
7 15 (2.09%) MuleSoft
7 15 (2.09%) Salesforce
7 15 (2.09%) Talend
8 12 (1.67%) ServiceNow
9 11 (1.53%) OpenAI
10 9 (1.25%) UiPath
11 8 (1.11%) Automation Anywhere
11 8 (1.11%) Palantir
12 7 (0.97%) Foundry
13 6 (0.83%) Avaloq
14 5 (0.70%) Red Hat
15 4 (0.56%) Bloomberg