Lyten-logo
Lyten
·
June 2, 2025
Apply Now
This job has closed.

Heading

San Jose, CA
Internship
Onsite
$25/hr - $32/hr
Intern
Lyten is a supermaterial applications company that develops, sources, and manufactures low-carbon footprint products. They are seeking an ML/Data Science Intern to build and optimize time-series models from sensor data, collaborate with teams, and contribute to various data analysis tasks.
Apply Now

Responsibilities

  • Build, evaluate, and optimize time-series models for classification and event detection from multivariate sensor data.
  • Implement and experiment with models such as Random Forests, Gradient Boosting, LSTM, GRU, CNN-LSTM, and Temporal Convolutional Networks (TCNs).
  • Explore and experiment with emerging architectures such as Transformer-based time series models.
  • Apply windowing strategies (sliding/rolling windows) for preprocessing and feature extraction.
  • Evaluate models based on accuracy, precision, recall, latency, and inference speed.
  • Collaborate with firmware and backend teams to interface models with real-time sensor data pipelines.
  • Assist with developing low-latency ML inference modules for real-time deployment.
  • Perform exploratory data analysis and generate plots, model evaluation reports, and dashboards.
  • Contribute to internal documentation and (optionally) research publications.

Qualification

Required

  • Completion of high school and completion of sophomore level coursework in STEM course in University
  • Strong foundation in machine learning and deep learning principles.
  • Hands-on experience with time-series data, especially classification and sequence modeling.
  • Practical knowledge of Random Forests, LSTM, CNNs, or equivalent.
  • Proficient in Python and standard libraries (NumPy, Pandas, scikit-learn, TensorFlow or PyTorch).
  • Familiarity with data preprocessing techniques, including filtering and denoising.
  • Ability to write clean, reproducible, and well-documented code.
  • Pursuing or recently completed a Bachelor's/Master’s/PhD in Computer Science, Engineering, Physics, Applied Math, or related field.

Preferred

Benefits

  • Tier based bonus
  • Equity
  • Healthcare
  • Dental
  • Vision
  • Corporate discounts
  • Paid holidays
  • PTO and sick time
  • 401K
  • Employee relocation plan (if applicable)
Lyten is a supermaterial applications company that develops, sources, and manufactures low-carbon footprint products.
Glassdoor
Founded in 2015
San Jose, California, USA
201-500 employees
http://www.lyten.com
5 other Similar Jobs
No items found.