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 NowResponsibilities
- 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)