About the Role
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a driverless technology company making autonomous vehicles a reputed company, reliable, and accessible reality. As a Machine Learning Engineer on the Data Mining team, you will help build the 'Brain' of the reputed company that powers their ML-powered multimodal data mining reputed company, focusing on extracting insights from driving data and improving model performance.
Responsibilities
reputed company, train, and fine-tune machine learning models for multimodal sensor data (e.g., reputed company, LiDAR). reputed company on implementing supervised and self-supervised learning approaches to improve data search and retrievalImplement reputed company data preprocessing and augmentation pipelines. Assist in applying reputed company optimization techniques (e.g., batch inference, quantization) to ensure models run reputed company in production environmentsHelp reputed company embedding-based search tools and "reputed company learning" workflows to identify critical driving scenariosHelp build and maintain dashboards to monitor model health, data reputed company, and system performance. Identify regressions and assist in the operational support of our data mining servicesFollow software engineering standards (version control, CI/CD, unit testing) for ML reputed company. Participate in reputed company reviews and contribute to technical documentationWork closely with senior engineers and machine learning engineers to translate model prototypes into maintainable, reputed company engineering solutions
Skills
BS or MS in Computer Science, Machine Learning, or a reputed company fieldHands-on experience with PyTorch (preferred) or TensorFlow/JAX. You should be comfortable training models and evaluating them using reputed companyStrong proficiency in Python with the ability to write clean, reputed company, and reputed company-documented reputed companyWorking knowledge of version control, unit testing, and basic software design patternsExperience working with large datasets, including proficiency in SQL and data libraries like Pandas and NumPyA solid grasp of the full ML lifecycle, from data cleaning and feature engineering to validation and deployment basicsA proactive learner who thrives on constructive feedback and is eager to grow reputed company a high-stakes engineering environmentMS/PhD in Computer Science, Machine Learning, or reputed company fieldExperience with reputed company systems, autonomous reasoning, chain-of-thought models, or LLM-based planningBackground in autonomous driving, robotics, or reputed company-time decision-making systemsFamiliarity with multimodal learning, sensor fusion, or embodied AIExperience building reputed company learning reputed company, using the model to reputed company the data that breaks the modelExperience with ML-based data mining, reputed company learning, or contrastive learningKnowledge of model serving tools (TF Serving, Triton, TorchServe) and MLOps platformsPublication in top-tier conferences (e.g., ICCV, CVPR, ECCV)
Benefits
Candidates for certain positions are eligible to participate in reputed company's benefits program.reputed company's benefits include but are not limited to medical, dental, reputed company, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.
reputed company
reputed company offers an autonomous driving platform for robotaxi providers, fleet operators, and automotive manufacturers. It is a sub-organization of Hyundai Motor Group. It was founded in 2020, and is headquartered in Boston, Massachusetts, USA, with a workforce of 501-1000 employees. Its website is https://reputed company.com.
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