Associate Software Engineer (AI/ML)
仕事内容
Collaborate with cross-functional teams to translate business challenges into ML solutions and stay current with the latest advancements in machine learning.
Design, build, and fine-tune ML models using supervised, unsupervised, and deep learning methods to address complex problems.
Prepare and preprocess large-scale data, perform feature engineering and data augmentation to improve training efficiency and accuracy.
Evaluate models rigorously, tune hyperparameters, and ensure robustness and generalization across diverse data.
Integrate deployed models into production alongside software engineers, ensuring scalability, reliability, and observability.
Maintain documentation, uphold data privacy and security, and contribute ML expertise to product development while continuously learning.
Design, build, and fine-tune ML models using supervised, unsupervised, and deep learning methods to address complex problems.
Prepare and preprocess large-scale data, perform feature engineering and data augmentation to improve training efficiency and accuracy.
Evaluate models rigorously, tune hyperparameters, and ensure robustness and generalization across diverse data.
Integrate deployed models into production alongside software engineers, ensuring scalability, reliability, and observability.
Maintain documentation, uphold data privacy and security, and contribute ML expertise to product development while continuously learning.
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