Machine Learning Internship, Behaviors Research

Boston, Massachusetts, United States

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Not SpecifiedCompensation

InternshipExperience Level

Full TimeJob Type

UnknownVisa

Autonomous Vehicles, Driverless Technology, RoboticsIndustries

Requirements

Candidates must be enrolled in a Masters or PhD program in Computer Science, Electrical Engineering, Robotics, or a similar technical field. A strong Machine Learning research background with publications in top-tier conferences is required, along with proficiency in Python coding and PyTorch or other deep learning frameworks. Previous experience in autonomous driving is preferred.

Responsibilities

The intern will conduct research on driving behavior topics such as future prediction, motion planning, agent simulation, and scenario generation. They will work with large-scale datasets to demonstrate research effectiveness, collaborate with different teams to deploy research results into autonomous vehicles, and publish research findings in papers and patents.

Skills

Machine Learning

Prediction

Planning

Python

PyTorch

Deep Learning

Autonomous Driving

Research

Data Analysis

Collaboration

Communication

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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