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求人Motional

Principal Machine Learning Engineer- Perception

Motional

Principal Machine Learning Engineer- Perception

Motional

Remote U.S.

·

Remote

·

Full-time

·

1mo ago

報酬

$199,000 - $266,500

福利厚生

Healthcare

401(k)

Equity

Pet Insurance

必須スキル

Machine Learning

Deep Learning

Python

Object Detection

Sensor Fusion

Leadership

On our Perception team, you have the opportunity to work with world-class ML engineers and research scientists, whose mission is to make self-driving vehicles a reality and to create a positive social impact. Our team works on the tech stack responsible for perceiving the dynamic scenarios, and further tracking and classifying objects around our robo-taxi. We are looking for engineers who are passionate about Level 4 autonomous driving technology, excited by intellectual challenges, and interested in pursuing career growth with a fast-growing company.

What You’ll Be Doing:

  • Lead the development and implementation of advanced perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data

  • Connect and drive business impact through technology solutions

  • Design and implement sensor fusion algorithms to combine data from multiple sensors to create a robust and accurate perception system

  • Optimize perception algorithms for real-time performance on embedded hardware

  • Collaborate with other engineers and teams to integrate perception systems into larger autonomous systems

  • Stay abreast of the latest research and advancements in machine learning and computer vision and apply them to real-world problems

  • Productionize and deploy solutions onto autonomous vehicle fleets

  • Derive good insight from large data sets from a variety of sources

  • Mentor and guide junior engineers on the team

What We’re Looking for:

  • Masters or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience

  • Strong leadership skills at executing large, complex technical initiatives

  • In-depth understanding of common Machine Learning and Deep Learning algorithms

  • Experience with designing, training, and analyzing neural networks for at least one of the following applications: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, multi-object tracking, and/or end-to-end perception

  • Experience with deep learning frameworks such as Tensor Flow or Py Torch

  • Fluency in Python, including standard scientific computing libraries and Python bindings development experience

  • Proven track record of developing and deploying perception systems for autonomous vehicles or robotics

  • Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods

  • Excellent communication and interpersonal skills

  • Experience mentoring and leading others

Bonus Points:

  • Experience with embedded systems and real-time optimization, especially in the autonomous driving industry

  • Experience with launching ML products from ideation

  • Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICL, etc.)

  • Experience in deploying models into real-world environments

  • Strong programming skills in C++ and/or CUDA programming

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.

Salary Range**$199,000—$266,500 USD**

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 robotaxi fleet. We’re driven to scale; we’re moving towards commercialization of our technology, and we need team members who are ready to embrace change and challenges.

Formed as a joint venture between Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives. Headquartered in Boston, Motional has operations in the U.S and Asia. For more information, visit www.

Motional.com and follow us on Twitter, LinkedIn, 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.

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Motionalについて

Motional

Motional

Series C

Motional is an American autonomous vehicle company founded in March 2020 as a joint venture between automaker Hyundai Motor Group and auto supplier Aptiv. Headquartered in Boston, Massachusetts, Motional also maintains operations in Pittsburgh, Singapore, Las Vegas, and Los Angeles.

201-500

従業員数

Boston

本社所在地

$4B

企業価値

レビュー

3.7

10件のレビュー

ワークライフバランス

2.8

報酬

4.0

企業文化

4.2

キャリア

3.5

経営陣

3.2

65%

友人に勧める

良い点

Innovative projects and technology

Supportive and collaborative team environment

Competitive salary and excellent benefits

改善点

Work-life balance challenges and long hours

High pressure and fast-paced environment

Communication issues with upper management

給与レンジ

10件のデータ

Mid/L4

Mid/L4 · Data Scientist

0件のレポート

$166,663

年収総額

基本給

-

ストック

-

ボーナス

-

$141,663

$191,663

面接体験

6件の面接

難易度

3.3

/ 5

期間

14-28週間

内定率

50%

体験

ポジティブ 50%

普通 17%

ネガティブ 33%

面接プロセス

1

Recruiter Screen

2

Phone Interview

3

Technical Interviews

4

Hiring Manager Call

5

In-person Interview

6

Case Study Presentation