Role overview
We are a #mobility #energy startup that helps companies introduce Electric Cars to their fleet. Our mission is to accelerate sustainable transport solutions worldwide.
VivaDrive Poland Sp. z o.o.
ul. Złota 59
00-120 Warsaw, Poland
What you'll work on
Develop and implement machine learning models for vehicle electrification predictions
Analyze large datasets to extract actionable insights
Create data visualization tools to communicate findings effectively
Collaborate with engineering teams to integrate models into production
Develop algorithms to optimize charging infrastructure planning
Improve data collection and preprocessing techniques
Research and implement new approaches to solve complex data problems
Monitor and maintain model performance in production environments
What we're looking for
3+ years of experience in data science or machine learning
Proficiency in Python and data science libraries (NumPy, Pandas, Scikit-learn)
Experience with statistical analysis and machine learning algorithms
Strong SQL skills and experience with databases
Ability to translate business problems into data problems
Experience with big data technologies (Spark, Hadoop)(Preferred)
Knowledge of deep learning frameworks (TensorFlow, PyTorch)(Preferred)
Familiarity with cloud platforms (AWS, GCP, Azure)(Preferred)
Experience in energy, mobility, or sustainability sectors is a plus*(Preferred)*