Requirements:

Bachelor's degree or equivalent practical experience.
5 years of experience with data structures or algorithms and software development in one or more programming languages.
3 years of experience testing, maintaining, or launching software products, and 1 year of experience with software design and architecture.
Experience using machine learning frameworks (e.g., Tensorflow, PyTorch, or Jax).
Experience with machine learning model pretraining, fine-tuning, evaluation, and methodologies.

Nice to haves:

Design, build, and deploy algorithms and ML models for health and fitness domain.
Develop data and training pipelines for leveraging amounts of longitudinal data for model training and quality improvement.
Propose ideas and develop strategies for high quality data collection for the health and fitness domain.
Design prototype models to test new ideas.
Coordinate with partner teams to deploy models to the production stack.

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