Java Programming, Python Programming, C++, C Programming, SQL, Apache Hadoop, Scala Programming, Machine learning techniques, Data science techniques, PyTorch, TensorFlow, MapReduce, R Programming
Rivian is on a mission to keep the world adventurous forever. This goes for the emissions-free Electric Adventure Vehicles we build, and the curious, courageous souls we seek to attract.
As a company, we constantly challenge what’s possible, never simply accepting what has always been done. We reframe old problems, seek new solutions and operate comfortably in areas that are unknown. Our backgrounds are diverse, but our team shares a love of the outdoors and a desire to protect it for future generations.
This is Who YOU ARE:
Your main responsibility will be extracting insights from the battery data across fleet of electric cars and build machine learning models to provide valuable estimations and predictions to the product and the user. You will work closely with the battery experts (modeling/electrochemical/mechanical/thermal/software) engineers to define features & metrics from the domain knowledge. You will explore different features and performance metrics of battery and electric vehicle under different usage and aging conditions of the batteries. You will also explore different feature extraction methodologies to discover insights. You will utilize different supervised/unsupervised machine learning models and to build predictive models which includes battery quality metrics, performance metrics of power/energy and remaining useful life
All the while, you will be developing an understanding of the functionality of the BMS and how a high voltage battery function. You must be creative, clever, proactive, driven by detail, and an individual who can work independently, or with other embedded programmers, software architects, and application engineers.
Responsibilities
Qualifications
Domain Knowledge:
Must have Data Science domain knowledge:
Bonus:
Rivian Automotive, Inc., is an American electric vehicle manufacturer and automotive technology company founded in 2009. Rivian is building an electric sport utility vehicle and pickup truck on a skateboard platform that can support future vehicles or be adopted by other companies.
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