
Machine Learning Systems Developer
3 days ago
About Us
We are a forward-thinking organization that aims to create a global marketplace where anyone can buy and sell.
Our mission is to leverage cutting-edge technology to provide a more convenient, safer, and more enjoyable experience for our users.
To achieve this goal, we rely on talented individuals like you to develop innovative machine learning systems.
Responsibilities:
- Design and implement large-scale machine learning algorithms and models to enhance our recommendation system and improve user engagement
- Collaborate with cross-functional teams to gather requirements, design solutions, and implement features that drive user growth
- Conduct data analysis and experimentation with large-scale datasets to identify patterns, trends, and insights that inform our recommendation strategies
- Utilize machine learning frameworks and libraries to deploy scalable and efficient solutions
Requirements:
Minimum Requirements
- Over 2+ years of professional experience in developing and deploying machine learning systems in production environments
- Strong expertise in common machine learning frameworks (e.g., TensorFlow, PyTorch) and libraries (e.g., scikit-learn, NumPy, pandas)
- Deep understanding of machine learning and software engineering fundamentals
- Basic knowledge of monitoring system, logging, and common operations in production environments
Preferred skills
- Experience developing AI-based anomaly detection and content moderation systems
- Functional development and bug fixing skills necessary to improve system performance and reliability
- Experience with Docker and Kubernetes
- Experience with cloud platforms (AWS, GCP, Microsoft Azure)
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