Machine Learning Engineer
hace 4 semanas
We are seeking an experienced Machine Learning Engineer to join our Amazon Tablets Core Machine Learning team. As a key member of our team, you will play a crucial role in designing and developing scalable AI/ML systems that empower our devices to provide the best experience for our customers.
Key Responsibilities:- Design and develop AI/ML products that involve large-scale data processing and modeling.
- Work with applied scientists, data scientists, engineers, and product managers to design and deliver AI/ML solutions in production at scale.
- Develop ML workflows and end-to-end pipelines for data preparation, training, deployment, monitoring, etc., and ensure the quality of architecture and design of our ML systems and data infrastructure.
- Maintain and continuously improve our existing ML workflows, MLOps, and infrastructure.
- Deliver customer-facing and internal ML solutions that empower our devices to provide the best experience for our customers.
- Bachelor's degree in computer science or equivalent.
- Experience (non-internship) in professional software development.
- Experience in machine learning, data mining, information retrieval, statistics or natural language processing.
- Experience designing or architecting (design patterns, reliability and scaling) of new and existing systems.
- Master's degree in computer science or equivalent.
- Experience in building scalable machine-learning infrastructure and big data systems.
- Experience with machine learning and deep learning techniques in the fields of language models, recommender systems, information retrieval, or similar.
- Experience with machine learning libraries and deep learning frameworks (TensorFlow, PyTorch, etc.).
- Experience with Apache Spark and Amazon AWS platform (SageMaker, Redshift, EMR, Glue, Step Functions, Lambda, Batch, etc.).
- Experience with end-to-end software development and life cycle of machine learning solutions.
- Excellence in technical communication with scientists and engineers.
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