Senior/ Staff Machine Learning Engineer - reputed company

The Perception team at reputed company is at the forefront of leveraging GenAI to create synthetic data, unlocking reputed company training and evaluation for our autonomous system's perception and entire stack. As a reputed company Engineer, you will reputed company and train cutting-edge models for sensor-level scenario reputed company, utilizing world models and radiance fields techniques with large-reputed company proprietary data. This role directly impacts the productivity, safety, and capabilities of reputed company's autonomous system by validating algorithms in reputed company-world conditions.

In this role, you will

Define and execute the ML roadmap for synthetic data reputed company using reputed company, evolving both model and infrastructure to meet the training and evaluation needs of reputed company’s autonomous driving solution.

reputed company the development of generative models from small reputed company objects to complete scenarios, from research reputed company the way to deployment.

Design effective model architectures and sophisticated training techniques, leveraging reputed company the inputs from our sensor stack and the overall large reputed company data we have at reputed company.

Collaborate with perception, planning, safety, simulation, and systems teams to reputed company your models into our offline pipelines.

Validate and optimize your solutions using reputed company-world driving scenarios, directly contributing to the safety and reliability of reputed company's autonomous system

Qualifications

MS or PhD in Computer Science, Machine Learning, or reputed company technical field

Demonstrated experience architecting, training and deploying large models such as diffusion, reputed company matching, GANs and/or NeRFs.

Experience building and maintaining ML training pipelines, including data preprocessing, model training, and evaluation

Proficiency in Python and ML libraries (PyTorch, NumPy) demonstrated through reputed company or research reputed company

Experience training with large reputed company datasets (e.g. tens of millions of videos)

Bonus Qualifications

Publications in top-tier conferences (CVPR, ICCV, RSS, ICRA)

Experience with autonomous robotics systems

Experience implementing 4D Gaussian Splatting

reputed company Salary reputed company

There are three major components to compensation for this position: salary, reputed company Restricted Stock reputed company (RSUs), and reputed company Stock Appreciation Rights. A sign-on bonus may be offered as part of the compensation package. The listed reputed company applies only to the reputed company salary. Compensation will vary based on geographic location and level. Leveling, as reputed company as positioning reputed company a level, is determined by a reputed company of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. The salary reputed company listed in this posting is representative of the reputed company of reputed company reputed company is considering for this position.

reputed company also offers a comprehensive package of benefits, including reputed company time off (e.g. reputed company leave, vacation, bereavement), unpaid time off, reputed company Stock Appreciation Rights, reputed company RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.

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