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Machine Learning Engineer at Avride | Austin, TX

AvrideAustin, TX
On-site Full-time

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About the RoleWe seek a skilled Machine Learning Engineer with extensive experience in developing and deploying innovative machine learning solutions for complex real-world problems. In this role, you will conduct experiments, manage large datasets, and implement deep learning models specifically designed for autonomous systems. You will leverage cloud platforms, orchestration tools, and machine learning frameworks to create scalable and efficient solutions. Moreover, you will explore the latest research, evaluate the potential of emerging deep learning methods, and spearhead innovation in autonomous vehicle technology. What You'll DoDevelop and Optimize Machine Learning Models: Design, implement, and enhance deep learning models to ensure effectiveness, scalability, and robustness. This includes creating models for interpreting a self-driving vehicle's environment or predicting the behaviors of other road users. Curate and Manage Large-Scale Datasets: Oversee the collection, preprocessing, and augmentation of data to maintain high-quality datasets for training and evaluation. Enhance and Maintain Training Pipelines: Develop efficient workflows for training, validation, and testing that incorporate distributed training, hyperparameter tuning, and automated monitoring. Improve Model Deployment and Efficiency: Optimize inference performance, model compression, and deployment across various hardware platforms. Explore and Apply Cutting-Edge ML Techniques: Stay abreast of advancements in deep learning and apply relevant techniques to enhance our systems.

About the job

About the Team

At Avride, we are pioneering the future of transportation through our groundbreaking autonomous vehicle and delivery robot technology. Following the successful launch of our robotaxi service in Dallas, we are on a mission to accelerate innovation and transform mobility as we know it.

Our dedicated team is at the forefront of building self-driving solutions from scratch, with machine learning as the cornerstone of our development process, enabling safe and intelligent navigation. We create and deploy cutting-edge models to tackle the significant challenges in autonomous systems, utilizing advanced deep learning architectures like Convolutional Neural Networks (CNNs), Transformers, and Multimodal Large Language Models (MLLMs). Your contributions will be vital in enhancing the performance, safety, and reliability of Avride's autonomous vehicles and delivery robots.

About Avride

Avride is at the forefront of autonomous technology development, focused on creating innovative solutions that redefine the future of mobility. Our recent expansion with the robotaxi service in Dallas demonstrates our commitment to continuous innovation and excellence in the field of autonomous systems.

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