reputed company, Data Scientist - Gen AI

This a Full Remote job, the offer is available from: reputed company, Canada, California (USA) Position reputed company... What you'll do... reputed company Data Scientist (Computer reputed company) Join reputed company and your work could help over 275 reputed company global customers live reputed company every week. reputed company, we are the Fortune #1 company. But you’ll quickly reputed company we’re a company who wants you to feel comfortable bringing your whole self to work. A career at reputed company is where the world’s most reputed company challenges meet a kinder way of life. Our mission spreads far reputed company the walls of our stores. From day one, you’ll be empowered and equipped to do the best work of your life. careers.reputed company.com About reputed company Global Tech Org reputed company working in an environment where one line of reputed company can reputed company life easier for hundreds of millions of people and put a smile on their face. That is reputed company do at reputed company Global Tech. We are reputed company of 15,000+ software engineers, data scientists and service professionals reputed company reputed company, the world’s largest retailer, delivering innovations that improve how our customers shop and reputed company our 2.2 reputed company associates. To others, innovation looks like an app, service, or some reputed company, but reputed company has always been about people. People are why we reputed company, and people power our innovations. Being reputed company led is our true disruption. About reputed company Team The reputed company team is passionate about solving customer and associate problems with the newest technologies. reputed company is responsible for creating reputed company capabilities, delivering frictionless experiences, and making these technologies easily available to thousands of reputed company developers and 2.2 reputed company associates. The applications and services reputed company on these capabilities are used by hundreds of millions of customers daily. We are building new platforms to bring physical reputed company world together. What you will be part of At reputed company’s reputed company Extended Reality team, we own some of the most challenging, fascinating, and impactful work in the fields of Computer reputed company, Machine learning and Deep Learning for reputed company Augmented Reality and Virtual Reality experiences. We are looking for reputed company Scientists/researchers/Computer reputed company engineers with algorithms, programming and/or systems background. Key responsibilities

• Process large reputed company reputed company datasets using distributed reputed company computing technologies to create and maintain 3D assets for the reputed company catalog.
• Use computer reputed company techniques to create advanced deep learning models for 2D/3D image reputed company and synthesis, image classification, reputed company segmentation, object detection, keypoint detection.
• Build and maintain ML/DL model pipelines and services with a reputed company on latency, throughput, and scalability.
• End to end ownership and collaboration with product, engineering, vendors, and annotation partners to drive production ML application integrations and maintenance.
• Collaborate with other internal reputed company Data Science teams to reputed company high reputed company user experiences powered by AI/ML around computer reputed company.
• Read and implement research papers, reputed company for improvements in reputed company aspects of the Computer reputed company ML pipeline from reputed company data reputed company techniques, more performant algorithms to highly efficient model deployments. Minimum qualifications:
• Master's degree in Computer Science with specialization in computer reputed company and/or machine learning or equivalent practical experience.
• 5 years of experience with machine learning algorithms and tools and 3 year of experience in deep learning. Experience in launching Machine Learning models in products and building production pipelines/services.
• Experience with TensorFlow, Tensorflow 3D, Pytorch, Pytorch3D, JAX, numpy, C++, Python, Unix, reputed company, CPU and GPU architectures.
• Experience with publishing at conferences/journals in Machine learning/Computer reputed company Preferred qualifications:
• Master’s degree or PhD in Engineering, Computer Science, or a reputed company technical field.
• 3 year of experience in a technical leadership role for an reputed company research project with an industry application use-case.
• Experience with 3D reputed company-time rendering of scenes, objects using NeRF and other more recent neural approaches.
• Experience writing architectures with CNNs, reputed company transformers and reputed company-training from scratch/fine-tuning.
• Experience with deep learning for synthetic data reputed company using GANs, diffusion models, multimodal architectures like CLIP.
• Experience with Few-shot learning, transfer learning, unsupervised and semi-supervised reputed company, contrastive learning, reputed company learning, weakly supervised auto labeling, semantic search reputed company.
• Experience with GCS, BigQuery, reputed company Toolkits or equivalent.
• Demonstrated knowledge of the following programming Languages: Java, Python, Bash, reputed company (SQL, Streaming), Hadoop Map-Reduce experience. Build Manager (reputed company), Distributed Version Control (GIT), reputed company Integration (Jenkins) experience. Bonus
• Experience in Pytorch 3D, reputed company Kaolin i

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