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Machine Learning & Modeling Co-Op/Intern
Summer 2023
Confirmed live in the last 24 hours
Locations
Cambridge, MA, USA
Experience Level
Intern
Desired Skills
Data Analysis
Data Science
Data Structures & Algorithms
Jupyter
Git
Keras
Pandas
Tensorflow
Python
Requirements
  • Pursuing a graduate-level degree in data science, engineering, or a related quantitative field
  • Extensive experience in Python, including pandas, scikit-learn, keras, tensorflow, or similar libraries
  • Experience with building machine learning and/ or deep learning models using clustering algorithms, regression, decision trees, random forests, ANNs, CNNs, and related techniques
  • Familiarity with git and programming environments such as VSCode, PyCharm, Jupyter notebooks, Colab or similar, preferred
  • Strong communication, teamwork and organizational skills
  • Interest in learning about batteries and energy storage technologies. (Prior battery experience is not required.)
Responsibilities
  • Perform data wrangling, visualization and exploratory data analysis on battery test data to extract insights on key variables governing battery performance
  • Build and test machine learning models to predict battery performance and degradation metrics
  • Opportunities to collaborate closely with battery test engineers and electrochemical engineers to analyze results in the context of battery optimization
  • Opportunities to present results to a broad technical audience
  • Document approaches and methods as a reference for other data scientists and engineers in the company
Form Energy

51-200 employees

Renewable energy semiconductor manufacturer
Benefits
  • 100% of medical, dental, & vision premiums
  • HSA & Flexible FSA
  • Generous PTO
  • Employee resource program
  • Parental leave
  • Commuter benefits account
  • Stock options
  • Equity
  • 401k
  • Profession development budget
  • Life & disability insurance
Company Core Values
  • Humanity
  • Excellence
  • Creativity