Motional

Senior Software Engineer, Machine Learning Tools (MLOps)

United States

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Autonomous Vehicles, AI & Machine Learning, Artificial IntelligenceIndustries

Position Overview

  • Location Type: [Not Specified]
  • Job Type: [Not Specified]
  • Salary Range: $168,000 - $225,000 USD

Motional's Machine Learning Tools (ML Tools) team is responsible for developing and maintaining an advanced in-house machine learning ecosystem designed to build, train, and deploy models. The team collaborates closely with downstream teams to innovate and advance cutting-edge deep learning techniques for novel on-road machine learning applications. Motional's Machine Learning team has made significant contributions to the autonomous vehicle industry, including the development of nuPlan, nuScenes, PointPillars, and PointPainting.

Requirements

  • Bachelor's or Master's degree in Machine Learning, Computer Science, or a related field, with relevant experience.
  • 3+ years of hands-on experience with Python.
  • Familiarity with deep learning frameworks such as PyTorch.
  • Experience with distributed computing frameworks like K8s and Ray.
  • Strong knowledge of software engineering principles.
  • A passion for self-driving technology.

Highly Desired Experience

  • Proficiency with PyTorch.
  • Experience in designing, training, and deploying neural networks.
  • Solid understanding of K8s and Ray and using them in daily work.

Bonus Points

  • Background in autonomous vehicle development.

Additional Notes

  • No Large Language Model (LLM) experience is required.

Responsibilities

  • Support the development and maintenance of an automated, distributed pipeline for training, evaluating, and deploying machine learning models to vehicles.
  • Participate in the design and development of scalable ML infrastructure utilizing K8s and Ray.
  • Implement metrics infrastructure for model introspection and performance evaluation.
  • Deploy models to vehicles and assess their performance using relevant metrics.
  • Work closely with Machine Learning teams to enhance tools and processes throughout the ML development lifecycle.

Company Information

Motional is a driverless technology company making autonomous vehicles a safe, reliable, and accessible reality. We’re driven by something more. Our journey is always people first. We aren't just developing driverless cars; we're creating safer roadways, more equitable transportation options, and making our communities better places to live, work, and connect. Our team is made up of engineers, researchers, innovators, dreamers and doers, who are creating a technology with the potential to transform the way we move. Higher purpose, greater impact. We’re creating first-of-its-kind technology that will transform transportation. To do so successfully, we must design for everyone in our cities and on our roads. We believe in building a great place to work through a progressive, global culture that is diverse, inclusive, and ensures people feel valued at every level of the organization. Diversity helps us to see the world differently; it’s not only good for our business, it’s the right thing to do. Scale up, not starting up. Our team is behind some of the industry's largest leaps forward, 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 longest-standing public r

Compensation and Benefits

The salary range for this role is an estimate based on a wide range of compensation factors including but not limited to specific skills, experience and expertise, role location, certifications, licenses, and business needs. The estimated compensation range listed in this job posting reflects base salary only. This role may include additional forms of compensation such as a bonus or company equity. The recruiter assigned to this role can share more information about the specific compensation and benefit details associated with this role during the hiring process.

Candidates for certain positions are eligible to participate in Motional’s benefits program. Motional’s benefits include but are not limited to medical, dental, vision, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.

Skills

Python
PyTorch
K8s
Ray
Deep Learning
Model Deployment
Distributed Computing
ML Infrastructure
Model Evaluation
Neural Networks

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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