ETL Development Contracts

Extract, Transform and Load (ETL) Development
UK

The table below provides summary statistics for contract job vacancies requiring ETL Development skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited ETL Development over the 6 months leading up to 11 June 2024, comparing them to the same period in the previous two years.

6 months to
11 Jun 2024
Same period 2023 Same period 2022
Rank 553 621 760
Rank change year-on-year +68 +139 -117
Contract jobs citing ETL Development 41 76 105
As % of all contract jobs advertised in the UK 0.094% 0.14% 0.12%
As % of the Processes & Methodologies category 0.11% 0.15% 0.13%
Number of daily rates quoted 29 57 84
10th Percentile - £360 £391
25th Percentile £413 £406 £431
Median daily rate (50th Percentile) £480 £450 £525
Median % change year-on-year +6.67% -14.29% +16.67%
75th Percentile £551 £525 £589
90th Percentile £638 £538 £688
UK excluding London median daily rate £448 £475 £491
% change year-on-year -5.79% -3.26% +13.86%

All Process and Methodology Skills
UK

ETL Development 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.

Contract vacancies with a requirement for process or methodology skills 37,161 49,793 79,038
As % of all contract IT jobs advertised in the UK 85.16% 89.64% 90.64%
Number of daily rates quoted 23,765 34,463 55,606
10th Percentile £300 £325 £350
25th Percentile £413 £438 £435
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £638 £650 £650
90th Percentile £750 £750 £743
UK excluding London median daily rate £500 £500 £490
% change year-on-year - +2.04% +8.89%
Number of hourly rates quoted 2,583 1,678 1,849
10th Percentile £12.75 £10.63 £12.50
25th Percentile £16.00 £15.66 £15.90
Median hourly rate £36.50 £35.02 £25.68
Median % change year-on-year +4.24% +36.35% +11.65%
75th Percentile £61.25 £64.59 £50.00
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.12 £33.14 £21.00
% change year-on-year +15.02% +57.82% -

ETL Development
Job Vacancy Trend

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

Job vacancy trend for ETL Development in the UK

ETL Development
Contractor Daily Rate Trend

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

Daily rate trend for ETL Development in the UK

ETL Development
Daily Rate Histogram

Daily rate distribution for jobs citing ETL Development over the 6 months to 11 June 2024.

Daily rate histogram for ETL Development in the UK

ETL Development
Contractor Hourly Rate Trend

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

Hourly rate trend for ETL Development in the UK

ETL Development
Top 14 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL Development within the UK over the 6 months to 11 June 2024. 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
England +74 39 £475 +9.20% 13
UK excluding London +41 24 £448 -5.79% 6
London +57 13 £551 +26.55% 7
South East +21 10 £425 +21.43%
Work from Home +63 9 £500 +11.11% 6
North of England +36 8 £448 -14.76% 2
Yorkshire +8 4 £538 +2.38% 1
South West +2 3 £550 +10.00% 2
North West - 3 £445 - 1
Midlands - 3 £513 - 2
Scotland +36 2 - -
East Midlands - 2 £513 -
North East - 1 £360 -
West Midlands - 1 - - 2

ETL Development
Co-occurring Skills and Capabilities 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 3 (7.32%) Apache Spark
2 1 (2.44%) Apache Airflow
Business Applications
1 1 (2.44%) SAP HCM
1 1 (2.44%) SAP Payroll
Cloud Services
1 17 (41.46%) Azure
2 16 (39.02%) Power Platform
3 9 (21.95%) AWS
4 7 (17.07%) Snowflake
5 5 (12.20%) Azure Data Factory
5 5 (12.20%) Azure Functions
5 5 (12.20%) Pulumi
5 5 (12.20%) Serverless
6 4 (9.76%) dbt
7 3 (7.32%) GCP
8 2 (4.88%) CloudBees
8 2 (4.88%) GitHub
8 2 (4.88%) Google Compute Engine
8 2 (4.88%) WhatsApp
9 1 (2.44%) Amazon EC2
9 1 (2.44%) Amazon S3
9 1 (2.44%) Azure DevOps
9 1 (2.44%) Azure Synapse Analytics
9 1 (2.44%) Fivetran
9 1 (2.44%) Matillion
Database & Business Intelligence
1 16 (39.02%) Data Warehouse
1 16 (39.02%) Power BI
2 5 (12.20%) Azure SQL Database
2 5 (12.20%) SQL Server Integration Services
3 4 (9.76%) Amazon RDS
3 4 (9.76%) MySQL
3 4 (9.76%) SQL Server
3 4 (9.76%) SQL Server Analysis Services
3 4 (9.76%) SQL Server Reporting Services
4 3 (7.32%) Big Data
4 3 (7.32%) NoSQL
4 3 (7.32%) Oracle Database
4 3 (7.32%) Relational Database
5 2 (4.88%) BigQuery
5 2 (4.88%) Hadoop
5 2 (4.88%) Oracle Reports
5 2 (4.88%) Snowflake Schema
5 2 (4.88%) Star Schema
5 2 (4.88%) Tableau
6 1 (2.44%) Amazon QuickSight
Development Applications
1 2 (4.88%) ER Studio
1 2 (4.88%) Jenkins
2 1 (2.44%) Git
2 1 (2.44%) JIRA
General
1 10 (24.39%) Finance
2 9 (21.95%) Analytical Skills
3 4 (9.76%) Public Sector
3 4 (9.76%) Social Skills
3 4 (9.76%) Telecoms
4 2 (4.88%) Pharmaceutical
5 1 (2.44%) Marketing
5 1 (2.44%) Organisational Skills
5 1 (2.44%) Publishing
Job Titles
1 15 (36.59%) Data Engineer
2 11 (26.83%) Developer
3 4 (9.76%) Azure Data Engineer
3 4 (9.76%) Azure Engineer
3 4 (9.76%) ETL Developer
3 4 (9.76%) Lead
3 4 (9.76%) Python Engineer
3 4 (9.76%) Python Software Engineer
3 4 (9.76%) Software Engineer
4 3 (7.32%) Analyst
4 3 (7.32%) Data Analyst
4 3 (7.32%) Data Warehouse Developer
5 2 (4.88%) Ab Initio Developer
5 2 (4.88%) Analytics Developer
5 2 (4.88%) Data Analytics Engineer
5 2 (4.88%) Data Modeller
5 2 (4.88%) Finance Modeller
5 2 (4.88%) Lead DevOps
5 2 (4.88%) Snowflake Data Engineer
5 2 (4.88%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 5 (12.20%) Flask
1 5 (12.20%) SQLAlchemy
1 5 (12.20%) XML
2 1 (2.44%) .NET
2 1 (2.44%) JSON
2 1 (2.44%) Pandas
2 1 (2.44%) pytest
2 1 (2.44%) REST
2 1 (2.44%) SOAP
2 1 (2.44%) Web Services
Miscellaneous
1 5 (12.20%) Renewable Energy
1 5 (12.20%) Smart Meter
2 4 (9.76%) Analytical Mindset
2 4 (9.76%) Product Ownership
3 3 (7.32%) NHS
4 2 (4.88%) Life Science
5 1 (2.44%) Cloud Native
5 1 (2.44%) Data Structures
5 1 (2.44%) Distributed Computing
Operating Systems
1 5 (12.20%) Unix
2 4 (9.76%) Linux
2 4 (9.76%) Windows
Processes & Methodologies
1 41 (100.00%) ETL
2 21 (51.22%) Data Modelling
3 19 (46.34%) Business Intelligence
4 12 (29.27%) Analytics
4 12 (29.27%) Data Engineering
5 8 (19.51%) Data Science
6 6 (14.63%) Agile
6 6 (14.63%) Data Integration
6 6 (14.63%) Dimensional Modelling
6 6 (14.63%) Performance Tuning
6 6 (14.63%) Scrum
6 6 (14.63%) Test Strategy
7 5 (12.20%) Data Pipeline
7 5 (12.20%) Data Validation
7 5 (12.20%) DevOps
7 5 (12.20%) Front End Development
7 5 (12.20%) Problem-Solving
7 5 (12.20%) Software Engineering
7 5 (12.20%) Validation
7 5 (12.20%) Visualisation
Programming Languages
1 26 (63.41%) SQL
2 16 (39.02%) Python
3 7 (17.07%) PL/SQL
4 4 (9.76%) Data Analysis Expressions
4 4 (9.76%) T-SQL
4 4 (9.76%) VB
5 3 (7.32%) Shell Script
6 2 (4.88%) Groovy
Qualifications
1 5 (12.20%) Degree
2 2 (4.88%) Computer Science Degree
3 1 (2.44%) Master's Degree
3 1 (2.44%) Microsoft Certification
3 1 (2.44%) SC Cleared
3 1 (2.44%) Security Cleared
3 1 (2.44%) SnowPro
Quality Assurance & Compliance
1 6 (14.63%) Data Quality
2 4 (9.76%) GDPR
3 1 (2.44%) Accessibility
System Software
1 2 (4.88%) Docker
Systems Management
1 2 (4.88%) Ansible
1 2 (4.88%) Kubernetes
1 2 (4.88%) Terraform
Vendors
1 7 (17.07%) Ab Initio
1 7 (17.07%) Informatica
1 7 (17.07%) Microsoft
2 6 (14.63%) Oracle
3 3 (7.32%) Databricks
4 2 (4.88%) Google
4 2 (4.88%) IDERA
4 2 (4.88%) SAP
4 2 (4.88%) SnapLogic
4 2 (4.88%) Teradata
5 1 (2.44%) Murex
5 1 (2.44%) Talend
5 1 (2.44%) Workday