Key skills
PythonPyTorchTensorflowMachine LearningMLTensorFlowJAXData MiningUnit TestingVersion Control
About this role
Role Overview
- Build and Train ML Pipelines: Develop, train, and fine-tune machine learning models for multimodal sensor data.
- Support Model Deployment: Implement scalable data preprocessing and augmentation pipelines.
- Data Mining & Analysis: Help develop embedding-based search tools and "active learning" workflows.
- Monitor Production Performance: Build and maintain dashboards to monitor model health.
- Learn and Apply Best Practices: Follow software engineering standards for ML code.
- Collaborate Across Teams: Work closely with senior engineers and machine learning engineers.
Requirements
- BS or MS in Computer Science, Machine Learning, or a related field.
- Hands-on experience with PyTorch (preferred) or TensorFlow/JAX.
- Strong proficiency in Python.
- Working knowledge of version control, unit testing, and basic software design patterns.
- Experience working with large datasets.
- A solid grasp of the full ML lifecycle.
Tech Stack
- Python
- PyTorch
- Tensorflow
Benefits
- medical
- dental
- vision
- 401k with a company match
- health saving accounts
- life insurance
- pet insurance