招聘

Senior/Staff Machine Learning Engineer - Perception
Singapore, Central, Singapore
·
On-site
·
Full-time
·
1mo ago
福利待遇
•Healthcare
•401(k)
•Equity
必备技能
Machine Learning
Deep Learning
Computer Vision
Python
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
Preferred, but not required:
-
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
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.
总浏览量
1
申请点击数
0
模拟申请者数
0
收藏
0
相似职位

Principal Architect - AI Engineering
Dell · Singapore, Singapore

Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Recommendation Alliance) - 2026 Start (BS/MS)
TikTok · Singapore

Principal AI Engineer
Mastercard · Singapore

Applied AI, Senior/Staff Forward Deployed Machine Learning Engineer - Singapore
Mistral AI · Singapore

Senior AI Engineer (Voice Agents)
Workato · Singapore
关于Motional

Motional
Series CMotional 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
员工数
Boston
总部位置
$4B
企业估值
评价
3.7
10条评价
工作生活平衡
2.8
薪酬
4.0
企业文化
4.2
职业发展
3.5
管理层
3.2
65%
推荐给朋友
优点
Innovative projects and technology
Supportive and collaborative team environment
Competitive salary and excellent benefits
缺点
Work-life balance challenges and long hours
High pressure and fast-paced environment
Communication issues with upper management
薪资范围
10个数据点
Mid/L4
Mid/L4 · Data Scientist
0份报告
$166,663
年薪总额
基本工资
-
股票
-
奖金
-
$141,663
$191,663
面试经验
6次面试
难度
3.3
/ 5
时长
14-28周
录用率
50%
体验
正面 50%
中性 17%
负面 33%
面试流程
1
Recruiter Screen
2
Phone Interview
3
Technical Interviews
4
Hiring Manager Call
5
In-person Interview
6
Case Study Presentation
新闻动态
System test engineer interview at Waymo
What kind of coding questions can I expect for a System Test Engineer – Motion Control role at Waymo, and what does the overall interview process look like?
News
·
NaNw ago
·
14
AI Veteran Laura Major Takes the Helm at Motional - MSN
MSN
News
·
3d ago
Hyundai’s Muñoz touts autonomous driving as present, expands Motional robotaxis - CHOSUNBIZ - Chosunbiz
Chosunbiz
News
·
6d ago
Hyundai EV Owners Question The ICCU Reliability, But Motional Says loniq 5 Shows No ICCU Issues in Ride-Hailing Fleets - Torque News
Torque News
News
·
4w ago