Staff Machine Learning Engineer - Foundation Model

XPeng Motors
Santa Clara, CA, United States
10 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Compensation
$215,280
Working hours
Regular working hours

Tech stack

Artificial Intelligence Machine Learning Language Modeling Software Engineering Pytorch Large Language Models Deep Learning

Job description

Our mission is to solve the autonomous driving problem. You will work with a team of talented software engineers, machine learning engineers and research scientists to push the boundary of state-of-art machine learning models which will enable the next-generation E2E solution of autonomous driving. Job Responsibilities: * * Design, train, and deploy large deep learning models that can leverage the vast amount of labeled and unlabeled data from a fleet of million vehicles. *

Requirements

Machine Learning, Autonomous Driving Systems, Artificial Intelligence (AI), Research & Development (R&D), Manufacturing, Customer Experience, Machine Learning, Software Engineering, Team Player, Scientific Research, Master in CS/CE/EE, or equivalent, with 5 + years of industry experience. * * Good knowledge of PyTorch. * * Knowledge of model training framework (e.g. PyTorch Lightning) * * Knowledge of transformer architecture and ways to accelerate the training and inference of transformer models. * * Experience of using pytorch ddp for distributed training of models. *, PhD in CS/CE/EE, or equivalent, with 3 + years of industry experience. * * Strong publications records in top academic conferences or journals, e.g. CVPR, NeurIPS, ICML, ICCV, ECCV, ICLR * * Experience in training large scale vision or language models * * Previous experience in the autonomous driving industry.

Benefits & conditions

Competitive compensation package, The base salary range for this full-time position is $215,280-$364,320, in addition to bonus, equity and benefits. Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target for new hire salaries for the position across all US locations. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training.

About the company

XPeng Motors is one of China’s leading smart electric vehicle (β€œEV”) companies. We design, develop, manufacture and market smart EVs that are seamlessly integrated with advanced Internet, AI and autonomous driving technologies. We are committed to in-house R&D and intelligent manufacturing to create a better mobility experience for our customers. We strive to transform smart electric vehicles with technology and data, shaping the mobility experience of the future.

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