Senior Data Scientist at Contorion
🇩🇪 Germany › Berlin (Posted Oct 8 2021)
Build end to end DS/ML solutions that solves a customer need (no throwing the model over the fence)
Drive progress and set directions for DS/ML projects
Work closely with stakeholders to solve their problems and update them on the progress
Keep track of recent trends in academia and industry
Min 3-5 years of relevant (ideally industry) experience
Relevant ~ statistical modeling & inference, machine learning, simulation, optimization, etc
Top rankings on Kaggle (or similar) competitions is considered as well
Proficient engineering skills
Good knowledge of standard Python (DS) stack: Pandas, Numpy, Scikit Learn, XGBoost
Proficiency with SQL
Standard development tools: Git, basic Linux shell skills
Experience launching productionized machine learning models
(optional) Experience building web GUIs (Flask, Streamlit)
(optional) Experience with Airflow, Kubernetes, Docker, Dask, AWS
good understanding of common ML & stats techniques
(optional) being proficient with Deep Learning (especially for NLP), RL, Econ ML, Bayesian methods
able to work autonomously and communicate effectively with stakeholders
understand that the job is not done by building a perfect model but by providing value for customers (or internal stakeholders)
Fluent in English
(optional) Experience in e-commerce
When you choose Contorion, you decide on these three points:
Creative exchange and teamwork
Dynamic environment: Work in an international environment together with motivated and highly professional colleagues.
Scope for creativity: With us you take responsibility and can help shape things. We offer you the opportunity to get involved.
Positive company culture: How we work together is very important to us. If you identify with our values of transparency, respect, bravery and commitment, you've come to the right place.
Perspective: We want you to constantly develop yourself further. Not just because you want to, but because Contorion is constantly reinventing itself.
Continuous learning: Get further education in internal & external training, in our Management Academy, mentoring or via e-learning. You set the agenda.
Work and feel good
Health Offer: We want you to feel good and therefore subsidize the majority of a Gymondo (sport & fitness) or Headspace (meditation) subscription
Kita cooperation: Thanks to our cooperation partner we can support you in your search for a Kita (daycare facility) for your child(ren)
Cozy lounge: (soccer, playstation and table tennis will give you fresh ideas in between)
Regular team events: (joint events brings us together)
Flexible Working Hours & Home Office: (Adapt your working hours to your daily life)
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