Sr Machine Learning Engineer
仕事内容
Design, develop, and optimize end-to-end machine learning models and algorithms to solve complex business problems.
Preprocess large datasets, ensure data quality, and extract actionable insights for production deployment.
Build scalable ML pipelines and deploy models using modern frameworks on cloud platforms.
Collaborate with data scientists, software engineers, and product teams to integrate ML into products and services.
Monitor, evaluate, and iterate on model performance, emphasizing reliability, scalability, and governance.
Required: 3+ years of experience and proficiency in TensorFlow, PyTorch, or scikit-learn, plus cloud experience (AWS/Azure/GCP).
Preprocess large datasets, ensure data quality, and extract actionable insights for production deployment.
Build scalable ML pipelines and deploy models using modern frameworks on cloud platforms.
Collaborate with data scientists, software engineers, and product teams to integrate ML into products and services.
Monitor, evaluate, and iterate on model performance, emphasizing reliability, scalability, and governance.
Required: 3+ years of experience and proficiency in TensorFlow, PyTorch, or scikit-learn, plus cloud experience (AWS/Azure/GCP).
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