6 дней назад
Senior ML Engineer (Retail Media)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior ML Engineer (Retail Media): Building and operating production-grade machine learning systems for sponsored product ranking, audience segmentation, campaign optimization, attribution, and performance measurement with an accent on scalable ML pipelines and reliable model deployment. Focus on balancing model quality, latency, reliability, scalability, and maintainability while addressing data leakage, feedback loops, distribution shifts, and misleading offline metrics.
Location: Berlin, Germany
Company
is Europe’s No. 1 e-pharmacy, developing digital pharmacy and retail media products.
What you will do
- Design, build, and operate production-grade machine learning systems for sponsored product ranking, audience segmentation, campaign optimization, attribution, and performance measurement.
- Translate product and business requirements into scalable ML solutions while balancing model quality, latency, reliability, scalability, and maintainability.
- Develop pipelines for feature engineering, model training, evaluation, deployment, monitoring, and continuous improvement.
- Deploy models using a cloud-based stack and ensure that systems remain reliable, observable, and maintainable.
- Collaborate with Data & AI colleagues, product managers, engineers, and commercial stakeholders.
- Communicate technical decisions, assumptions, limitations, and uncertainty clearly, and contribute to ML engineering standards and knowledge sharing.
Requirements
- Several years of hands-on experience as a Machine Learning Engineer, ML-focused Software Engineer, or Data Scientist with strong engineering experience.
- Experience building and operating production-grade machine learning systems, pipelines, or model-based products.
- Experience with retail media, recommender systems, or ranking.
- Understanding of complex data and ML failure modes, including data leakage, feedback loops, distribution shifts, and misleading offline metrics.
- Ability to explain complex technical topics clearly to non-technical stakeholders and work effectively in an ambiguous product environment.
Culture & Benefits
- Collaborative, inclusive work environment focused on purpose and employee development.
- Urban Sports Club membership package.
- Anonymous, free professional mental health support through Likeminded.
- Individual work-from-home arrangements where the role permits, including up to 20 days per year anywhere in the EU.
- Fully funded Deutschland Ticket and support for internal and external training.
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