Senior Data Scientist (m/w/d) Vacancy
For candidates from local area, with relocation or remote-based
Job Description
YOUR ROLE
- As part of flaconi's central Strategy, Data and Analytics department you will develop machine learning use cases such as: Demand Forecast, Pricing, Recommender Systems, and Campaign prediction
- You will work on proof of concepts to suggest potential improvements for already available products or setting up new use cases based on business requirements
- You will be involved in exploring, understanding, and implementing most recent algorithms and approaches for supervised and unsupervised machine learning
- You will productionalize your developed models with the support of our cross-functional team using our state of the art CI/CD infrastructure
- Additionally, you will evaluate performances based on A/B tests and constantly monitored Key Performance Indicators
- You will contribute to the evolution of the data science technology stack and the scalability of our processes
- You will collaborate in an cross-functional team with high interaction, in a fast growing start up environment, and take an active part to flaconi's core business processes
REQUIREMENTS
- More than four years of practical machine learning experience in an e-commerce or academic environment
- Strong coding background and familiar with main Python packages such as: matplotlib, Scikit-learn, NumPy and Pandas
- Familiar with coding best practices and CI/CD procedures and tools (e.g. AWS, Pytest, GitHub, Jenkins, Docker or similar)
- Good SQL and data visualisation skills
- Experience in A/B tests and monitoring of machine learning models in production
- Experience with PySpark, Natural Language Processing and Deep Learning frameworks is a plus
- Ability to work as part of an international team, share knowledge actively and contribute with your own ideas and expertise
- Passion for data analysis, statistical analysis, creative solution of problems and ability to translate business requirements into a data science setting
- Positive and energetic personality with good communication skills
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