- Режим работы: Полный рабочий день
- Опыт работы: опыт работы от 0 до 0 года/лет
- Испытательный срок: 6 мес.
- З/п на время испытательного срока: 45 000 - 60 000€/ y gross руб.
- З/п после испытательного срока: 45 000 - 60 000€/ y gross руб.
- Знание иностранного языка: English
- Тип занятости: Полный рабочий день
- Город: Берлин
- Адрес: Oderberger Str.44, 10435
Требования к кандидату
You are an open-minded polymath craving for transforming your ideas into real-world impact.
*A curious, creative, analytical mindset open for ideas coming from: econometrics, statistics, physics, machine learning, neuroscience and psychology
*Love for rapid, hands-on prototyping with tight feedback loops
*Strong familiarity with fundamentals in statistics, probability theory, information theory and linear algebra
*Strong core computer science, data structures and algorithms
*Experience in building custom ML algorithms and pipelines from scratch
*Deep familiarity with Python, Unix and SQL
*Experience working with very large datasets and live production systems
*Experience with gradient boosting and/or deep learning
*Experience with either of: representation learning, semi-supervised learning, reinforcement learning, natural language processing, ranking & recommendation, metaheuristics and optimization, generative models
Bonus points for:
*Public activity in the ML scene (Kaggle, papers, conferences, meetups, videos, open source projects)
*Background in fintech/adtech/research
We offer our employees unique learning opportunities and the chance to take on important projects from day one.
You will track the state of the art in various areas of Machine Learning and Deep Learning, Operations Research and Optimization. You will come up with ideas for models, prototype them, deploy to production and run A/B tests. You will develop mathematical abstractions covering business needs in flexible ways. You will communicate ideas, capabilities and workflows to business stakeholders. You will be working both independently and in small focus teams on the full project lifecycle - from project inception to monitoring production results.
Our offer to you:
*A multi-terabyte, rich dataset of customer behaviors
*Tight feedback loops on prediction results with model deployment in a real-time system
*A wide selection of projects, from large-scale prediction, through uplift measurement to anomaly detection
*Highly energetic environment and very smart colleagues from diverse fields: machine learning, physics, computer science and business
*Freedom to shape your role and significantly impact the company’s direction and future
*Competitive base salary
*Share in the company success through virtual stock options
*The flavor of a startup (free drinks & snacks, team events, rooftop terrace, etc.) combined with the professionalism of seasoned veterans