Machine Learning Specialist
仕事内容
We are seeking a Machine Learning Specialist to design and implement scalable systems that serve production ML models.
You will optimize training and inference performance for deep learning models and build end-to-end pipelines with feature stores, feature pipelines, and model stores.
Responsibilities include monitoring production models, setting up retraining infrastructure, and adapting models for deployment across different hardware configurations.
You will develop frameworks to enable scalable, reproducible research and lead new ML initiatives.
Collaborate with cross-functional teams to resolve design and coding challenges and ensure robust, maintainable software.
Qualifications include 3+ years building software for ML systems, strong ML fundamentals, Python and Go proficiency, and experience with TensorFlow, PyTorch and MLOps tooling.
You will optimize training and inference performance for deep learning models and build end-to-end pipelines with feature stores, feature pipelines, and model stores.
Responsibilities include monitoring production models, setting up retraining infrastructure, and adapting models for deployment across different hardware configurations.
You will develop frameworks to enable scalable, reproducible research and lead new ML initiatives.
Collaborate with cross-functional teams to resolve design and coding challenges and ensure robust, maintainable software.
Qualifications include 3+ years building software for ML systems, strong ML fundamentals, Python and Go proficiency, and experience with TensorFlow, PyTorch and MLOps tooling.
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