At Postmates X, we are building the future of on-demand delivery. We are solving real-world problems related to artificial intelligence, including computer vision and decision making.
You could be working on researching through the state-of-arts and developing the right algorithm solution for a challenging problem; you could be working on taking a prototypical algorithm solution and improving the computational efficiency and reliability to prepare it for production-level deployment; you could also be working on building and maintaining the life cycle of training/deploying of machine learning models with more data or larger scale.
We don't require you to have deep experience in machine learning or industrial/academic research, but we hope you possess a data-driven mind, strong understanding of computer systems, and a passion to learn deep learning in terms of both algorithm design and implementation.
* Develop and experiment with machine learning / deep learning algorithms to solve problems in computer vision, multi-modalities fusion, and decision making. * Maintain the life cycle of data collecting, training, and deployment of machine learning /deep learning systems. * Build software solutions for real-world applications at scale and in real-time.
* BA/BS degree in Computer Science, related technical field or equivalent practical experience. * Experience with one or more general purpose programming languages including but not limited to: C/C++ or Python * Knowledge in linear algebra, calculus, statistics, and optimization. * Exposure to machine learning approaches. * Ability to analyze experimental data to guide development.
* MS or PhD degree in Computer Science, Artificial Intelligence, Machine Learning, or related technical field. * Data analysis and visualization experience. * Backend experience. * Exposure to industry or academic research. * Exposure to Deep Learning, Neural Networks, or related fields. * Exposure to Object Detection, Semantic Segmentation, 3D Reconstruction, Image Retrieval, or related computer vision research fields.
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