Senior Data Scientist

Senior Data Scientist

Remote/Telecommute JobREMOTE / Toronto, Ontario, Canada  - Permanent
This job allows you to work remotely 

Job Description

Seeking a Senior Data Scientist

● Create novel/first of its kind solutions with a mission driven organization to make a contribution to help solve climate change.
● Work on a team that believes in product focused engineering and bottom up engineering culture that encourages inclusion and ideas from diverse backgrounds.
● Be the lead hands-on contributor to the design and implementation of the optimization engine of a greenfield web based depot operating platform
● Be the lead hands-on contributor to the design and implementation to create novel/first of its kind EV Charging optimization models of fleet charging infrastructure and scheduling/reserving of charging for fleet logistics.
● You lead the creation and selection of optimization approaches from exact methods, metaheuristics, machine learning models and look for possibilities to creativity combine
● Explore cutting edge frameworks such as reinforcement learning to apply to EV Charging.
● Productionalize model pipelines with the help of others on the team.
● Work/pair with a world class data engineering team that has built petabyte scale data lakes.

Must Have Skills:

Preferred Qualifications:
● Ideal candidate has a mix of optimization and machine learning experience.
● Ideal candidate has working knowledge of EV charging or energy optimization problems.
● At least 5 years of hands-on experience as a data scientist or machine learning engineer.
● Working knowledge of data science analysis and modeling packages in Python including Pandas, Scikit-Learn, NumPy.
● Master's degree in Operations Research, Electrical Engineering, Industrial Engineering, Statistics, related field, or equivalent practical experience.
● 5 years of relevant work experience (e.g., as a data scientist) or equivalent.
● Knowledge of optimization problems using frameworks such as pyomo or linear programming.

Nice to Have Skills:

Nice to Haves:
● Working Knowledge of Databricks Delta Lake
● Working knowledge of machine learning
● Past role at software company or internal departments working with utility data, energy generation data, electric vehicle or fleet data, or vehicle telematics.
● Reinforcement learning is a plus.
● EV owner, a plus


Starting: ASAP

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