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AI Model Developer
2 months ago
As a key member of our team at Tenstorrent Inc, you will play a pivotal role in the development and deployment of advanced neural networks and machine learning models. Your expertise in Python and PyTorch will be critical in designing, training, and fine-tuning complex models that will be applied to solve real-world challenges.
This is a hybrid role based out of Toronto, ON; Boston, MA; Santa Clara, CA; or Austin, TX.
Key Responsibilities:- Collaborate with cross-functional teams to understand project requirements and translate them into effective AI solutions.
- Design, implement, and iterate on neural network architectures using PyTorch to achieve optimal performance on diverse tasks.
- Train, validate, and fine-tune machine learning models using relevant datasets to ensure high accuracy and robustness.
- Investigate and troubleshoot model performance issues, iterating on models and techniques to continuously improve results.
- Understand how models map onto the Tenstorrent devices through compilation steps and kernels, investigate any gaps in functionality and performance, propose innovative solutions to mitigate any issues.
- Stay current with the latest research and developments in the field of machine learning and AI, applying relevant advancements to our projects.
- Contribute to the design and implementation of scalable and efficient AI pipelines.
- Work closely with engineers to integrate AI models into production systems.
- Bachelor's or higher degree in Computer Science, Engineering, or related field (or equivalent practical experience).
- Strong proficiency in Python programming and hands-on experience with PyTorch for developing and training deep learning models.
- Demonstrated experience in designing, training, and deploying neural networks for various applications.
- Solid understanding of machine learning fundamentals, including supervised and unsupervised learning techniques.
- Excellent problem-solving skills and the ability to approach challenges with creativity and a strong analytical mindset.
- Familiarity with debugging techniques and a knack for identifying issues and finding effective solutions.
- Experience with C++ and kernel programming, knowledge in GPU/AI-accelerator architectures are pluses but not mandatory.
- A self-motivated individual with a strong desire to learn, explore, and excel in a fast-paced, innovative environment.
- Strong communication skills and the ability to work collaboratively in a team setting.
