Senior Machine Learning Engineer, Europe

October 16

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AUTO1 Group

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B2C • Marketplace • Transport

AUTO1 Group is Europe's leading digital automotive platform, specializing in the buying, selling, and financing of used cars. The company utilizes a range of products and services to maximize value for both car dealers and consumers, including Europe-wide platforms for purchasing and remarketing cars. AUTO1 Group also offers digital financing solutions and aims to enhance the consumer experience through its brands, AUTO1. com and Autohero.

5001 - 10000 employees

Founded 2012

👥 B2C

🏪 Marketplace

🚗 Transport

💰 Convertible Note on 2020-07

📋 Description

• Design, implement, and maintain robust, reproducible, and containerized model training and inference pipelines—both batch and real-time—in close collaboration with Data Scientists, leveraging tools such as MLflow, SageMaker, and Feature Store • Translate business needs into ML solutions and engage in research and development to deliver fully-fledged services • Ensure ML services are modular, testable, and well-monitored from day one • Define and implement monitoring, observability, and alerting for ML production systems (detecting model drift, monitoring data quality, feature usage, and real-time performance) • Contribute to internal Python libraries and platform tooling to accelerate experimentation, reproducibility, and deployment for all model teams. • Mentor junior engineers and data scientists, fostering a culture of best practices in engineering

🎯 Requirements

• Experience in deploying, maintaining, and updating ML models in production and a min. 2 years proven practical experience as a Machine Learning Engineer or similar role • Hands-on experience with a range of machine learning techniques and the ability to identify the appropriate technique in different scenarios • Familiarity with cloud-based infrastructure and services, such as AWS, Google Cloud, or Azure, for the deployment and scaling of machine learning models • Proficient in SQL, Python, and specialized ML libraries (Sklearn, LightGBM, PyTorch, Tensorflow, etc) • Experience in CI/CD using Docker, Terraform and Jenkins and familiarity with monitoring, observability, and alerting systems for ML pipelines • Strong communication skills and a collaborative mindset

🏖️ Benefits

• Working from home: you can work from home up to 5 days a week • International teams • Educational budget to support your continuous learning and development • Personal growth with the contribution of own ideas • Exciting team events like Hackathons to foster collaboration and innovation • Discounts at Autohero, our platform for high-quality used cars