Motional

Senior Machine Learning Engineer - Behaviors

United States

Motional Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Autonomous VehiclesIndustries

Requirements

Candidates should possess a Master’s or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics, or a related field, or equivalent industry experience. They must have an in-depth understanding of common Machine Learning and Deep Learning algorithms, and experience designing, training, and analyzing neural networks for applications such as motion planning, object detection, sensor fusion, motion prediction, and/or multi-object tracking. Strong track record of tackling less well-defined problems and efficient execution to deliver successful outcomes are required, along with experience working with large datasets and deriving insights from data. Advanced knowledge of software engineering principles, including software design, source control management, build processes, code reviews, and testing methods, is also necessary.

Responsibilities

The Senior Machine Learning Engineer will be directly responsible for training, evaluation, and deployment of ML-based scene understanding, behavior prediction, and planning models, designing and executing high-value experiments based on collaborative input, prototyping and implementing continuously improving metrics, timely release of major model updates, staying up to date with industry trends and proposing new architectures, and maintaining a high-quality training and evaluation code-base. They will also mentor and collaborate with others.

Skills

Machine Learning
Deep Learning
Neural Network Design
Neural Network Training
Motion Planning
Object Detection
Sensor Fusion
Motion Prediction
Multi-Object Tracking
Software Engineering Principles
Source Control Management
Build Processes
Code Reviews
Testing Methods
PyTorch
Python
Large Dataset Handling
Data Analysis
Collaboration
Mentoring

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.

Key Metrics

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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