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Lead AI Engineer with Machine Learning
Remote in Georgia, & 4 others
AI Solution Engineering
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We are seeking a Lead AI Engineer to join a cutting-edge team building computers designed specifically for AI. Our customer brings together experts in computer architecture, ASIC design, advanced systems, and neural network compilers to build the next generation of computing. The team is actively working on compilers, neural networks, LLMs, and CNNs, and is looking for an experienced engineer to take on a Key Developer role within the ML & AI team.
Responsibilities
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
Analyze how models map onto Tenstorrent devices through compilation steps and kernels
Identify gaps in functionality and performance, proposing innovative solutions to mitigate any issues
Collaborate with cross-functional teams working on compilers, neural networks, LLMs, and CNNs
Deploy neural networks for various applications, ensuring scalability and reliability
Requirements
5+ years of experience in machine learning and AI engineering
At least 1 year of relevant leadership experience
Proficiency in Python programming with hands-on experience in PyTorch for developing and training deep learning models
Expertise in designing, training, and deploying neural networks for various applications
Understanding of machine learning fundamentals, including supervised and unsupervised learning techniques
Background in investigating and troubleshooting model performance issues
Capability to map models onto specialized AI hardware through compilation steps and kernels
Strong English communication skills (B2 level or higher)
Nice to have
Experience with C++ and kernel programming
Knowledge of GPU/AI-accelerator architectures