Über AUTO1 Group
AUTO1 Group ist Europas führende digitale Automobilplattform. Wir revolutionieren den Gebrauchtwagenmarkt mit unseren bekannten Marken Autohero, wirkaufendeinauto.de und AUTO1.com. Wir sind engagiert, modernste Technologie zu nutzen, um Maschinenlernlösungen zu entwickeln, die unsere Vertriebsaktivitäten und Prozesse optimieren.
Aufgaben
- Lead the design, development, and deployment of scalable machine learning models to optimize vehicle selling and demand management
- Identify business opportunities and collaborate with stakeholders to translate complex business requirements into machine learning solutions that drives growth and impact
- Collaborate with engineering and product teams to deploy Data Science services and embed them in the Auto1 tech infrastructure
- Monitor and improve model performance in production, communicate results with stakeholders and develop actionable next steps
- Mentor and support junior data scientists, setting technical direction and ensuring best practices
Anforderungen
- At least 2-3 years of hands-on experience with a broad range of machine learning techniques including traditional machine learning and neural network and the ability to identify the appropriate technique in different complex real-world business scenarios
- Strong background in statistical modeling, hypothesis testing, and experimental design (including A/B testing)
- Deep expertise in Python, SQL, and machine learning frameworks (PyTorch, Keras, TensorFlow) with coding best practices and code reviews in git/github
- Proven track record of managing the complete lifecycle of data science projects, from initial design and development to deploying robust models in production, leveraging cloud platforms (AWS, Azure, GCP) and modern CI/CD pipelines
- Strong communication and visualization skills, with experience presenting both to peers and to executive and non-technical audiences in a clear and unambiguous way
- Experience in effective collaboration, you are a natural team player and communicate fluently in English
Benefits
- Möglichkeit zur Remote-Arbeit, entweder teilweise oder vollständig
- Internationales Team mit flachen Hierarchien und offener Kommunikation
- Bildungsbudget zur Unterstützung Ihrer kontinuierlichen Weiterbildung und Entwicklung
- Regelmäßige Wissensaustauschsitzungen innerhalb des Teams zu verschiedenen Themen
- Rabatte bei Autohero, unserer Plattform für hochwertige Gebrauchtwagen