Senior Data Scientist (d/f/m)

Adevinta; Deutschland; Remote; EUR 70.000 - 90.000; Vollzeit

Zusammenfassung

A global online classifieds leader is seeking a Senior Data Scientist to design and enhance ML models for fraud detection. This role offers the chance to impact millions of users by building trust on the platform, with a focus on ethical AI use and collaboration in a cross-functional team. The ideal candidate has 5+ years of experience, strong Python skills, and proficiency in ML libraries.

Leistungen

Attractive Base Salary

Short Term Incentive plan

Work From Anywhere

Employee Assistance Program

Collaborative environment

Qualifikationen

• 5+ years of experience in ML and deep learning for production-grade models.
• Proficiency in Python and ML libraries.
• Solid understanding of ML/DS best practices.

Aufgaben

• Design and enhance ML models for fraud detection.
• Monitor and evaluate ML models in production.
• Collaborate with engineers to ensure ML readiness.

Kenntnisse

Machine Learning

Deep Learning

Python

Communication Skills

Agile Practices

Ausbildung

Master's degree in computer science or related field

Tools

scikit-learn

PyTorch

AWS

Jobbeschreibung

Kleinanzeigen is the leading online classifieds market in Germany. An average of more than 50 million ads are available in numerous categories - from children\'s supplies to electronics to real estate. With more than 36 million users per month, Kleinanzeigen has the widest reach of all online selling platforms in the country. Most of the items traded on Kleinanzeigen are second-hand. In this way, users make an active contribution to sustainability. The Kleinanzeigen market allows companies the opportunity to easily offer their services online. Kleinanzeigen was launched in September 2009 as eBay Kleinanzeigen. Since June 2021, the company has been part of Adevinta, a leading global provider of online classified ads. In May 2023, the name was changed to Kleinanzeigen.

Kleinanzeigen is part of Adevinta: a global online classifieds specialist and sustainability leader with 25+ products in 10 countries.

What you\'ll do & Who you are

We are looking for a Senior Data Scientist to join our mission to make our platform an even safer place to trade. You will be responsible for designing, building, and continuously enhancing production-grade, end-to-end machine learning models that detect fraud and assess user risk in the Trust and Safety domain. You will be part of a cross-functional business area composed of multiple teams including experts from Product, Customer Service, Analytics, Data and Engineering. Together, you\'ll tackle one of the most meaningful challenges in online platforms: building trust at scale.

This is your opportunity to improve the experience of millions of users and have an impact by building a platform that enables sustainable trade for everyone.

Your role:

• Understand fraud patterns, user trust needs and identify where Machine Learning can bring the greatest impact.
• Develop ML models from scratch or fine-tune existing ones for fraud detection and behavioural analytics
• Train and test deep learning models.
• Work as part of an agile cross-functional development team with a "win together, lose together" mindset, having end-to-end responsibility from design and development to deployment, monitoring, and maintenance in production.
• Engineer and select features from large, complex datasets to improve model accuracy and robustness.
• Monitor and evaluate ML models in production, conduct model experiments, comparing variants and identifying improvement and retraining needs.
• Ensure data and model quality, integrity, and reproducibility in production environments.
• Share your knowledge, evolve best practices with your colleagues to boost machine learning at Kleinanzeigen strengthening our ML community.
• Proactively identify opportunities to apply ML for fraud detection and increased user trust.
• Promote ethical AI use, ensuring fairness, transparency, and accountability in all models developed.

Qualifications

• Master\'s degree in computer science, data science, statistics, mathematics or related field (or equivalent experience)
• At least 5+ years of proven experience applying ML and deep learning methods to build and deploy production-grade models (e.g., XGBoost, Random Forests, Logistic Regression, Neural Networks, Transformers) ideally in fraud detection or Trust & Safety domain, ensuring quality and robustness of data science outputs.
• Strong proficiency in Python and ML libraries (e.g., scikit-learn, PyTorch, XGBoost), with proven experience applying classical ML to structured and time series data, including feature engineering, model evaluation (e.g., precision/recall, AUC), and deploying scalable models (e.g., XGBoost, Random Forests, Logistic Regression) to production.
• Solid understanding of ML/DS best practices, including model validation, A/B testing, feature engineering, and pipeline management.
• Practical experience with Generative AI and Large Language Models (LLMs) for tasks such as classification, summarization, or risk signal extraction from unstructured text, with a clear understanding of evaluation, prompt design, and ethical considerations in production use.
• Familiarity with cloud-based environments (e.g., AWS) and production ML tools (e.g., SageMaker, Airflow, MLflow).
• Experience working in Agile teams with modern DevOps/dataops practices.
• True team player mentality, with excellent communication skills including ability to explain complex ML results to non-technical stakeholders.
• Proactive collaboration with data and application engineers to shape data models and ensure ML-readiness for production.
• Awareness of ethical and regulatory concerns in AI systems.

Benefits

• An attractive Base Salary
• Participation in our Short Term Incentive plan (annual bonus)
• Work From Anywhere: Enjoy up to 20 days a year of working from anywhere!
• A 24/7 Employee Assistance Program for you and your family, because we care
• Win together, lose together is one of our key behaviours. At Adevinta you will find a collaborative environment with an opportunity to explore your potential and grow

On top of these, we also provide a range of locally relevant benefits. Wanna know more? Apply and ask our recruiters!

Adevinta is an equal opportunity employer and we value diversity. We do not discriminate on the basis of race, religion, colour, national origin, gender, sexual orientation, age, marital status or disability status.

If you feel like you don\'t meet all of the requirements for this role but are interested, please consider applying anyway. Research suggests that women and individuals from underrepresented groups may self-select out of opportunities if they don\'t meet 100% of the job requirements. We strongly encourage people from historically excluded groups to apply and look forward to speaking with you.