ETL Contracts in Yorkshire

Extract, Transform and Load (ETL)
England > Yorkshire

The table below provides summary statistics for contract job vacancies advertised in Yorkshire requiring ETL skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited ETL over the 6 months leading up to 2 August 2025, comparing them to the same period in the previous two years.

6 months to
2 Aug 2025
Same period 2024 Same period 2023
Rank 68 65 71
Rank change year-on-year -3 +6 +55
Contract jobs citing ETL 42 39 39
As % of all contract jobs advertised in Yorkshire 2.82% 2.53% 1.89%
As % of the Processes & Methodologies category 3.07% 3.03% 2.11%
Number of daily rates quoted 22 33 18
10th Percentile £266 £303 £493
25th Percentile £341 £425 £513
Median daily rate (50th Percentile) £423 £485 £625
Median % change year-on-year -12.89% -22.40% +19.05%
75th Percentile £509 £535 £678
90th Percentile £609 £624 £691
England median daily rate £504 £507 £550
% change year-on-year -0.59% -7.82% +4.76%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £84.83 - -
Median hourly rate £91.69 - -
75th Percentile £98.56 - -
90th Percentile - - -
England median hourly rate £52.50 £38.75 £67.50
% change year-on-year +35.48% -42.59% +31.07%

All Process and Methodology Skills
Yorkshire

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 Yorkshire.

Contract vacancies with a requirement for process or methodology skills 1,370 1,286 1,845
As % of all contract IT jobs advertised in Yorkshire 92.13% 83.56% 89.43%
Number of daily rates quoted 855 792 1,188
10th Percentile £263 £300 £275
25th Percentile £375 £412 £425
Median daily rate (50th Percentile) £475 £500 £525
Median % change year-on-year -5.00% -4.76% +5.00%
75th Percentile £550 £580 £625
90th Percentile £618 £650 £700
England median daily rate £513 £525 £550
% change year-on-year -2.38% -4.55% -
Number of hourly rates quoted 62 49 31
10th Percentile £16.58 - £12.00
25th Percentile £18.39 £12.15 £17.11
Median hourly rate £22.14 £13.50 £20.00
Median % change year-on-year +64.00% -32.50% +6.28%
75th Percentile £25.15 £22.00 £23.75
90th Percentile £34.04 £36.75 £44.50
England median hourly rate £25.15 £42.50 £42.50
% change year-on-year -40.82% - +63.46%

ETL
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for ETL in Yorkshire

ETL
Contractor Daily Rate Trend in Yorkshire

3-month moving average daily rate quoted in jobs citing ETL in Yorkshire.

Daily rate trend for ETL in Yorkshire

ETL
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing ETL in Yorkshire over the 6 months to 2 August 2025.

Daily rate histogram for ETL in Yorkshire

ETL
Contractor Hourly Rate Trend in Yorkshire

3-month moving average hourly rates quoted in jobs citing ETL in Yorkshire.

Hourly rate trend for ETL in Yorkshire

ETL
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Yorkshire region over the 6 months to 2 August 2025. 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
West Yorkshire +2 26 £410 -15.46% 21
South Yorkshire -12 15 £435 -14.20% 3
North Yorkshire +6 1 - - 4
ETL
England

ETL
Co-occurring Skills and Capabilities in Yorkshire 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 13 (30.95%) Apache Airflow
2 8 (19.05%) Apache
3 3 (7.14%) Apache Spark
Applications
1 3 (7.14%) Microsoft Excel
2 1 (2.38%) Maple
Business Applications
1 3 (7.14%) SAP S/4HANA
2 1 (2.38%) Oracle Applications
2 1 (2.38%) Oracle Assets
2 1 (2.38%) Oracle Cash Management
2 1 (2.38%) Oracle ERP
2 1 (2.38%) Oracle Payables
2 1 (2.38%) Oracle Receivables
2 1 (2.38%) Oracle Subledger Accounting
2 1 (2.38%) Salesforce CRM
Cloud Services
1 17 (40.48%) GCP
2 10 (23.81%) Power Platform
3 8 (19.05%) AWS
3 8 (19.05%) Azure
4 5 (11.90%) Cloud Computing
4 5 (11.90%) dbt
5 4 (9.52%) AWS Lambda
5 4 (9.52%) Azure DevOps
5 4 (9.52%) Serverless
6 3 (7.14%) Amazon SQS
6 3 (7.14%) GitHub
6 3 (7.14%) Snowflake
7 2 (4.76%) Azure Data Factory
7 2 (4.76%) Azure Synapse Analytics
7 2 (4.76%) Cloud Composer
7 2 (4.76%) Cloud Functions
7 2 (4.76%) Google Compute Engine
8 1 (2.38%) Power Automate
8 1 (2.38%) Salesforce Sales Cloud
8 1 (2.38%) Salesforce Service Cloud
Database & Business Intelligence
1 11 (26.19%) Data Warehouse
2 10 (23.81%) Power BI
3 8 (19.05%) BigQuery
4 6 (14.29%) Data Lake
4 6 (14.29%) Tableau
5 5 (11.90%) Delta Lake
5 5 (11.90%) Flink
6 4 (9.52%) DataStage
6 4 (9.52%) Looker
7 3 (7.14%) Amazon Redshift
7 3 (7.14%) SQL Server
8 2 (4.76%) Bigtable
8 2 (4.76%) DocumentDB
8 2 (4.76%) Enterprise Data Warehouse
8 2 (4.76%) RDBMS
8 2 (4.76%) Redis
8 2 (4.76%) Relational Database
8 2 (4.76%) Star Schema
9 1 (2.38%) MongoDB
9 1 (2.38%) NoSQL
Development Applications
1 10 (23.81%) Git
2 3 (7.14%) JIRA
3 2 (4.76%) Jenkins
3 2 (4.76%) SonarQube
4 1 (2.38%) Team Foundation Server
4 1 (2.38%) Visual Studio
General
1 20 (47.62%) Social Skills
2 7 (16.67%) Finance
3 4 (9.52%) Analytical Skills
3 4 (9.52%) Public Sector
4 3 (7.14%) Banking
4 3 (7.14%) Local Government
5 1 (2.38%) Financial Institution
5 1 (2.38%) General Ledger
5 1 (2.38%) Legal
5 1 (2.38%) Manufacturing
5 1 (2.38%) Presentation Skills
5 1 (2.38%) Retail
Job Titles
1 14 (33.33%) Data Engineer
2 6 (14.29%) Analyst
2 6 (14.29%) Architect
3 5 (11.90%) Data Analyst
4 4 (9.52%) Data Architect
4 4 (9.52%) Developer
4 4 (9.52%) Lead
5 3 (7.14%) GCP Architect
5 3 (7.14%) Senior
5 3 (7.14%) Senior Data Engineer
5 3 (7.14%) SQL Developer
6 2 (4.76%) AWS Engineer
6 2 (4.76%) AWS Software Engineer
6 2 (4.76%) Business Analyst
6 2 (4.76%) Consultant
6 2 (4.76%) Engineering Specialist
6 2 (4.76%) GCP Data Architect
6 2 (4.76%) Report Specialist
6 2 (4.76%) Software Engineer
6 2 (4.76%) Test Engineer
Libraries, Frameworks & Software Standards
1 6 (14.29%) PySpark
2 5 (11.90%) Kafka
3 3 (7.14%) Node.js
3 3 (7.14%) React
4 2 (4.76%) .NET
5 1 (2.38%) Lightning Web Components
5 1 (2.38%) Middleware
5 1 (2.38%) Swagger
Miscellaneous
1 4 (9.52%) Data Structures
1 4 (9.52%) Legacy Systems
1 4 (9.52%) Management Information System
2 3 (7.14%) Cloud Native
3 2 (4.76%) Data Protection Act
4 1 (2.38%) Hedge funds
4 1 (2.38%) Team-Oriented Environment
Operating Systems
1 2 (4.76%) Unix
Processes & Methodologies
1 16 (38.10%) Data Modelling
2 15 (35.71%) Agile
2 15 (35.71%) Data Pipeline
3 12 (28.57%) Visualisation
4 11 (26.19%) Business Intelligence
4 11 (26.19%) Data Engineering
4 11 (26.19%) Problem-Solving
5 10 (23.81%) Analytics
5 10 (23.81%) Data Governance
6 9 (21.43%) CI/CD
6 9 (21.43%) Data Management
7 8 (19.05%) DevOps
7 8 (19.05%) Migration
7 8 (19.05%) Workflow
8 7 (16.67%) Data Migration
9 6 (14.29%) Data Analysis
9 6 (14.29%) Data Integration
9 6 (14.29%) Decision-Making
10 5 (11.90%) Data Lineage
10 5 (11.90%) Workflow Management
Programming Languages
1 25 (59.52%) SQL
2 19 (45.24%) Python
3 8 (19.05%) Scala
4 3 (7.14%) Java
5 2 (4.76%) ANSI SQL
5 2 (4.76%) Shell Script
6 1 (2.38%) Apex Code
6 1 (2.38%) Data Analysis Expressions
6 1 (2.38%) R
6 1 (2.38%) T-SQL
Qualifications
1 2 (4.76%) Security Cleared
2 1 (2.38%) AWS Certification
2 1 (2.38%) Degree
2 1 (2.38%) SC Cleared
Quality Assurance & Compliance
1 16 (38.10%) Data Quality
2 7 (16.67%) QA
3 3 (7.14%) ISO/IEC 27001
3 3 (7.14%) WCAG
4 2 (4.76%) GDPR
Systems Management
1 2 (4.76%) Control-M
1 2 (4.76%) Terraform
Vendors
1 12 (28.57%) Google
2 10 (23.81%) Databricks
3 7 (16.67%) Microsoft
4 4 (9.52%) Informatica
4 4 (9.52%) Talend
5 3 (7.14%) SAP
6 2 (4.76%) Salesforce
7 1 (2.38%) MuleSoft
7 1 (2.38%) Oracle