Motional

Fellow, Machine Learning - Autonomy

United States

Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Autonomous Vehicles, RoboticsIndustries

Requirements

Candidates must possess a BS/MS/PhD in computer science, electrical engineering, mechanical engineering, applied math, or related fields, or equivalent experience, along with 25+ years of proven experience building ML systems for autonomous vehicles or similar robotics applications. A deep understanding of large language models (LLM) and transformers, hands-on experience building and deploying large-scale production ML systems, excellent leadership and innovation track record, experience with deep neural network (DNN) training, inference and optimization in leading frameworks like Pytorch, Tensorflow, or TensorRT, and an excellent understanding of the mathematical foundations of machine learning and deep learning are required. Prior experience as an ML planning lead, a proven publication record in ML for planning, vision, or related fields, and prior experience building and deploying vision language action or chain of thought models are considered bonus points.

Responsibilities

The Machine Learning Engineer will research, implement, and evaluate deep-learning-based methods for prediction and planning for autonomous vehicle products. They will design, run, and analyze experiments and testing to evaluate solution efficiency on real-world data. The role involves partnering with system software engineering specialists to ship industrial-strength ML models and communicating and collaborating with multi-functional teams.

Skills

Machine Learning
Deep Learning
Prediction
Planning
Control
Deep Neural Networks
Autonomous Vehicles
Domain Adaptation
Research
Software Development
Communication
Interpersonal Skills
Analytical Skills
Large Language Models (LLM)
Transformers
ML Systems
ML Model Deployment
PyTorch
TensorFlow
TensorRT
Mathematical Foundations

Motional

Develops fully driverless robotaxis for urban transport

About Motional

Motional develops fully driverless vehicles, specifically robotaxis, aimed at transforming urban transportation. Their all-electric robotaxis are designed to navigate complex city environments safely and efficiently. Motional partners with ride-hailing and delivery services, providing them with advanced autonomous vehicle technology to enhance their operations and reduce costs. A unique aspect of Motional's service is its Command Center, which allows for real-time tracking of each robotaxi, enabling human agents to monitor performance and ensure passenger safety. Unlike many competitors, Motional focuses on integrating its vehicles into existing mobility networks, making driverless technology accessible and reliable. The company's goal is to make autonomous vehicles a safe and integral part of urban transportation.

Boston, MassachusettsHeadquarters
2020Year Founded
$5,000MTotal Funding
GROWTH_EQUITY_NON_VCCompany Stage
Robotics & Automation, Automotive & TransportationIndustries
1,001-5,000Employees

Benefits

401K: 401K with up to 7.5% match
time Off: Unlimited sick and vacation days
Transportation: Commuter and fitness benefits
Healthcare: 3 plan options to support diverse needs
IVF: Fertility assistance

Risks

Motional laid off 550 employees, indicating financial and operational challenges.
Aptiv reduced its stake in Motional, impacting operational capabilities.
Delays in autonomous vehicle deployment to 2026 could hinder market entry plans.

Differentiation

Motional offers a state-of-the-art Command Center for real-time robotaxi tracking.
The company focuses on all-electric, driverless robotaxis for urban environments.
Motional partners with ride-hailing services to integrate autonomous vehicles into their operations.

Upsides

Motional raised $475 million from Hyundai, indicating strong financial backing.
Partnerships with Uber and Shake Shack expand Motional's market reach in delivery services.
Increased investment in robotics highlights potential funding opportunities for Motional.

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