Amazon

Senior Machine Learning Engineer - Perception Detection and Tracking

Amazon$214K — $290K *
Transportation
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • BS or higher in Computer Science or a related degree
  • Familiarity with Sparse-BEV Joint Detection and Tracking models
  • Hands-on experience with production ML pipelines
  • Experience in Python, PyTorch, or a related ML framework

Responsibilities

  • Define on-vehicle architecture for core tracking results
  • Assist with implementation of core tracking results
  • Collaborate with model and data teams for efficient model development
  • Process Perception data for machine learning models

Benefits

  • Access to cutting-edge sensor data
  • Comprehensive infrastructure for testing and validation
  • Opportunity to work on diverse algorithms and systems
Full Job Description
The Object Detection and Tracking team at Zoox deals with the perception of all people and objects that can move. Your role is to work on the ML model team to develop detection and tracking models and to integrate them into the vehicle stack.

In this role, you will have access to the world's best sensor data and an incredible infrastructure for testing and validating your algorithms. We are creating new algorithms for detection, tracking, classification, and high-level scene understanding, and you could work on any (or all!) of these components.

In this role, you will...

  • Define on-vehicle architecture for producing the core tracking results from the Perception stack.
  • Assist with the implementation of core tracking results from the Perception stack
  • Work with both the model and data teams to develop a high-performance, efficient model that can run on a vehicle.
  • Work with Perception data, both on the input and output of machine learning models


Qualifications

  • BS or higher in Computer Science or a related degree
  • Familiarity with modern, Sparse-BEV Joint Detection and Tracking models.
  • Hands-on experience with production ML pipelines, including dataset creation, metrics, and optimization
  • Experience in Python, PyTorch, or a related ML framework


Bonus Qualifications

  • Experience with CUDA code and/or TensorRT
  • Strong mathematical skills and understanding of probabilistic techniques
  • Experience implementing tracking systems


$214,000 - $290,000 a year

Base Salary Range

There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. A sign-on bonus may be offered as part of the compensation package. The listed range applies only to the base salary. Compensation will vary based on geographic location and level. Leveling, as well as positioning within a level, is determined by a range of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. The salary range listed in this posting is representative of the range of levels Zoox is considering for this position.

About Amazon

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Amazon Careers

Joining Amazon presents an unparalleled opportunity to become part of a vibrant team pushing the boundaries of innovation and growth in the global marketplace. As a leader in e-commerce, technology, and logistics, Amazon offers a variety of job opportunities that cater to a range of skills and professional interests. Work You’ll Do At Amazon, every day is an opportunity to collaborate with the brightest minds in technology and business to redefine what’s possible. Whether you’re interested in software development, marketing, human resources, or customer service, Amazon has a position waiting for you. Transform the way the world shops and innovates with our diverse and inclusive team. Amazon is not just a company; it’s a community where you can drive real change and contribute to projects impacting millions globally. Lead with Innovation and Leadership Amazon is the perfect place to enhance your leadership and innovation skills. Our culture encourages pushing the envelope and imagining the unimaginable. Here, you will lead projects that challenge the status quo and define new industry standards. Work with a team that values diversity and is committed to creating an inclusive environment. Our leadership is focused on harnessing the collective power of unique perspectives to foster growth and innovation. Explore Amazon’s Employment Benefits Amazon’s commitment to its employees extends beyond just career growth. We offer competitive benefits, including health care, parental leave, and diversity training, ensuring that our team not only excels professionally but also enjoys well-being and security. Internship and Networking Opportunities Start your career with an Amazon internship and gain hands-on experience that matters. Our internships provide a gateway to full-time employment and an opportunity to network with professionals across various sectors of the company. Future-Proof Your Career With Amazon, your career path is filled with numerous opportunities for advancement. Our learning and development programs are designed to nurture your professional growth and keep you at the forefront of industry trends. Stay Connected Join Our Team Discover the job opportunities at Amazon that match your skills and interests. We are constantly on the lookout for passionate, curious, and innovative team players ready to make a difference. Keep Up to Date Stay ahead with career tips, insider perspectives, and industry-leading insights you can put to use today—all from the people who work here. Job Alert Emails Customize your subscription to receive job alerts, the latest news, and insider tips tailored to your preferences. Explore the exciting and rewarding career opportunities that await at Amazon. Amazon is more than just a company—it’s a platform for building a promising future. Whether you’re starting or looking to advance your career, Amazon offers the resources, support, and network you need to succeed. Join us, and be a part of our continuing mission to be Earth's most customer-centric company.
Learn more about Amazon
Size
1,608 employees
Market Cap
$832.6 billion
Industry
Net Income
$21.3 billion
Founded
1994
5 Year Trend
+28.1%
Revenue
$386 billion
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