Machine Learning - Motion Planning Research Intern @ Motional

Machine Learning - Motion Planning Research Intern

Posted on 8/23/2021

INACTIVE

Locations

International

Experience Level

Intern

Desired Skills

Data Structures & Algorithms

Management

Pytorch

Python

Requirements

Masters degree or PhD in Computer Engineering/Science or relevant field
Experience in C++ and/or Python is a must
Knowledge of Control and Planning for Robotics Applications
Knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods
Experience designing, training and analyzing neural networks
Experience with PyTorch or other deep learning frameworks
Experience in development of a robotics system
Strong problem solving skills

Responsibilities

Perform prototyping of a cutting edge research and deploy the solutions on an autonomous vehicle - support a project development from start to finish
Contribute to core deep learning codebase for efficient training and testing pipelines
You will focus your research in Machine Learning based Motion Planning technique
Refine and improve the data-driven model according to the performance of AV in real world complex environment
Analyze and compare different combinations of different algorithms
Tackle the challenge of autonomous drive through innovative software stacks that interface with all components of the automated driving vehicles

We are seeking highly motivated Research Intern (Motion Planning) to help in achieving our goals.

If you are a high achieving computer science student (MS/PhD track) who is looking to change the world through software, this is the place for you. Please include a cover letter to let us know when you are looking to intern with us.

Please note that it will be in our Singapore office, and we would expect a minimum 5 months internship period.

What You’ll Do:

Perform prototyping of a cutting edge research and deploy the solutions on an autonomous vehicle - support a project development from start to finish
Contribute to core deep learning codebase for efficient training and testing pipelines
You will focus your research in Machine Learning based Motion Planning technique
Refine and improve the data-driven model according to the performance of AV in real world complex environment
Analyze and compare different combinations of different algorithms.
Tackle the challenge of autonomous drive through innovative software stacks that interface with all components of the automated driving vehicles

What You’ll Bring:

Master’s degree or PhD in Computer Engineering/Science or relevant field
Experience in C++ and/or Python is a must
Knowledge of Control and Planning for Robotics Applications
Knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods.
Experience designing, training and analyzing neural networks
Experience with PyTorch or other deep learning frameworks
Experience in development of a robotics system
Strong problem solving skills

Motional is making driverless vehicles a safe, reliable, and accessible reality.

Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry’s largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world’s first robotaxi pilot, and operation of the world’s most-established public robotaxi fleet. Strategically formed by Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives.

Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit www.Motional.com and follow us on Twitter, LinkedIn, Facebook, Instagram and YouTube.

Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.

501-1,000 employees

Website

Designer & manufacturer of autonomous vehicles

Company Overview

Motional is making driverless vehicles a safe, reliable, and accessible reality. The company is commercializing a world-class driverless system that is building the future of the automotive industry.

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

Company Core Values

Win Together
Safety As Our Bedrock
Build For Everyone. Be Everyone.
Take Ownership
Deliver The Future