- Perception ML model R&D by prototyping, validating and iterating on existing and new model architectures.
- Own development of new ML models end-to-end from data strategy, initial development, optimization, production platform validation, and fine tuning based on metrics and on road performance.
- Lead large, multi-person projects and significantly influence the overall Perception architecture and technical direction.
- Enable and help other engineers on the team to be more effective through coaching and leading by example when it comes to writing high-quality code, providing high-quality code and design document reviews and delivering rigorous reports from ML experiments.
- Work in a high-velocity environment and employ agile development practices.
- Team player and "get things done" mentality
- Collaborate closely with stakeholders in downstream customer teams to define interfaces and requirements for the Perception stack.
- Closely collaborate with Perception subteams to develop end-to-end solutions.
- MS, or higher degree, in CS/CE/EE, or equivalent in industry experience.
- 5+ years of experience with ML frameworks such as PyTorch, Caffee, Tensorflow
- Extensive experience with machine learning and classification
- 5+ years of experience in machine learning workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization.
- Strong programming skills in Python or C++
- Passionate about self driving car technology and its potential for humanity.
- Experience in writing production level code in a real-time operating system.
- Strong communication skills and ability to communicate concepts clearly and precisely
- (Nice to Have) Hands-on experience with building a perception stack for autonomous systems.
- (Nice to Have) Experience in runtime optimization for runtime-critical systems on Linux and UNIX-like real-time operating systems.
- (Nice to Have) Experience with CUDA or OpenCL
- (Nice to Have) Experience with automotive grade compute platforms
- (Nice to Have) Experience with building safety-critical software architectures.
-
Software Engineer Iii, Machine Learning,
1 week ago
Google Mountain View, United States**Minimum qualifications**: · - Bachelor's degree or equivalent practical experience. · - 2 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree in an industry setting. · - 2 years of experience with d ...
-
Machine Learning Engineer
4 weeks ago
Karkidi Palo Alto, CA, United StatesPOSITION SUMMARY · As a Fintech company where Machine Learning (ML) is one of the key features, our operations highly rely on machine learning models, from business decisions to customer experiences. Therefore, ensuring our machine learning systems' health and scalability is cri ...
-
Machine Learning Engineer
4 weeks ago
Fossbytes Media Pvt Ltd Palo Alto, CA, United States Full timeSoftware Engineering · About Salesforce · We're Salesforce, the Customer Company, inspiring the future of business with AI+ Data +CRM. Leading with our core values, we help companies across every industry blaze new trails and connect with customers in a whole new way. And, we e ...
-
Machine Learning Engineer
3 weeks ago
Health at Scale Palo Alto, CA, United StatesHealth at Scale is the market leader in precision health -- digital health programs that offer smart, hyper-personalized insights to help individuals choose the best providers, treatments, care settings and lifestyle choices for their unique healthcare needs. Founded by leading m ...
-
Machine Learning Engineer
4 weeks ago
Snap Inc. Palo Alto, CA, United StatesSnap Inc is a technology company. The Company's three core products are Snapchat, a visual messaging app that enhances your relationships with friends, family, and the world; Lens Studio, an augmented reality platform that powers AR across Snapchat and other services; and it's AR ...
-
Machine Learning Engineer
2 weeks ago
SambaNova Systems Palo Alto, United StatesThe era of pervasive AI has arrived. In this era, organizations will use generative AI to unlock hidden value in their data, accelerate processes, reduce costs, drive efficiency and innovation to fundamentally transform their businesses and operations at scale. · SambaNova SuiteT ...
-
Machine Learning Engineer
4 weeks ago
Fossbytes Media Pvt Ltd Palo Alto, CA, United StatesTo get the best candidate experience, please consider applying for a maximum of 3 roles within 12 months to ensure you are not duplicating efforts. · Job Category Software Engineering Job Details About Salesforce We're Salesforce, the Customer Company, inspiring the future of bu ...
-
Machine Learning Engineer
3 weeks ago
Kind Humanoid Palo Alto, United StatesWhy Kind Humanoid · I have started building an intelligent humanoid because I could not think of a more intriguing challenge than reproducing human level motion capabilities and human level task solving intelligence. We are building the company Kind Humanoid because we want to de ...
-
Machine Learning Engineer
4 weeks ago
Convectivecapital Palo Alto, CA, United StatesWindBorne Systems is supercharging weather models with a unique proprietary data source: constellations of next-generation smart weather balloons targeting the most critical atmospheric data. We then combine that unique data source with the world's most accurate AI weather models ...
-
Machine Learning Engineer
3 weeks ago
Kind Humanoid Palo Alto, CA, United StatesWhy Kind Humanoid · I have started building an intelligent humanoid because I could not think of a more intriguing challenge than reproducing human level motion capabilities and human level task solving intelligence. We are building the company Kind Humanoid because we want to d ...
-
Machine Learning Engineer
4 weeks ago
WindBorne Systems Palo Alto, CA, United StatesWindBorne Systems is supercharging weather models with a unique proprietary data source: constellations of next-generation smart weather balloons targeting the most critical atmospheric data. We then combine that unique data source with the world's most accurate AI weather models ...
-
Machine Learning Engineer
3 weeks ago
HP Stanford, United StatesDevelop end-to-end machine learning models from data collection and preprocessing to model training, evaluation, and deployment. Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions. Machine Learning, Engineer, Ro ...
-
Machine Learning Engineer
4 weeks ago
Snap Inc. Palo Alto, CA, United StatesEN.SOML.P4 · Compensation · In the United States, work locations are assigned a pay zone which determines the salary range for the position. The successful candidate's starting pay will be determined based on job-related skills, experience, qualifications, work location, and mar ...
-
Machine Learning Engineer
3 weeks ago
HP Inc. Palo Alto, United States Paid WorkHP is the original Silicon Valley garage company, where two engineers started a global revolution in technology and innovation. Today, HP is going back to its roots with 367 Garage, a new incubation group leveraging GenAI to create new product categories and the future of compute ...
-
Deep Learning/ Machine Learning Remote Engineer
3 weeks ago
Tesla Inc Palo Alto, CA, United States**Machine Learning Engineer Intern, Autopilot Simulation** · ????Engineering & Information Technology????Palo Alto, California?? ID108078????Full-time **The Role:** Autopilot is of critical importance to Tesla's mission. It is safer, makes driving more enjoyable, and will ultimat ...
-
Engineering Leader, Machine Learning
1 week ago
Cisco Systems San Jose, United States**Who We Are** · The Cisco Security AI team delivers AI products and platform for our portfolio of Cisco secure products so our customers around the world can defend against threats and safeguard the most important aspects of their businesses. We are passionate about making sure ...
-
Principal Machine Learning Engineer
1 week ago
FORDER I.T. Palo Alto, United StatesWe seek an experienced Machine Learning Engineer specializing in ML infrastructure and deep learning architecture. In this position, you will be instrumental in creating state-of-the-art deep learning structures and enhancing our ML infrastructure. If you are enthusiastic about p ...
-
Principal Machine Learning Engineer Engineering
4 weeks ago
Snap Inc. Palo Alto, CA, United StatesSnap Inc is a technology company. The Company's three core products are Snapchat, a visual messaging app that enhances your relationships with friends, family, and the world; Lens Studio, an augmented reality platform that powers AR across Snapchat and other services; and it's AR ...
-
Machine Learning Data Engineer
2 weeks ago
Wurl, LLC Palo Alto, United StatesJob Description · Job DescriptionAbout Wurl, LLC. · At Wurl, our mission is to create innovative technologies and services that help accelerate the shift to streaming. Our market-leading technologies for monetization, advertising, and distribution help publishers, streamers, and ...
-
Machine Learning Engineering Intern
2 weeks ago
HP Palo Alto, United StatesAbout Us · Innovation is in HP's DNA. From our origins in a Palo Alto garage in 1939, to our current position as one of the world's leading technology companies, HP has grown to become a leader in technology and corporate culture, inspiring innovators, and entrepreneurs around t ...
Staff Machine Learning Engineer - Palo Alto, United States - Woven Planet
Description
Woven by Toyota is the mobility technology subsidiary of Toyota Motor Corporation. Our mission is to deliver safe, intelligent, human-centered mobility for all. Through our Arene mobility software platform, safety-first automated driving technology and Toyota Woven City — our test course for advanced mobility — we're bringing greater freedom, safety and happiness to people and society.Our unique global culture weaves modern Silicon Valley innovation and time-tested Japanese quality craftsmanship. We leverage these complementary strengths to amplify the capabilities of drivers, foster happiness, and elevate well-being.
TEAM At Woven by Toyota, we work on a diverse set of problems ranging from solving optimization problems in 3D geometric computer vision, to minimizing latency on hardware accelerators, designing novel neural network architectures and applying and advancing the state-of-the-art of machine learning (ML) for perception, prediction, and motion planning. We are looking for doers and creative problem solvers to join us in improving mobility for everyone with self-driving technology. You will be interacting on a daily basis with other software and hardware engineers and researchers to tackle some of the most challenging problems in AI, robotics, and computer vision.
WHO ARE WE LOOKING FOR The Perception team is looking for an experienced Machine Learning engineer to join us in developing a state-of-the-art perception system for autonomous driving. As a Machine Learning engineer in the Perception team you will be responsible to design and develop new Machine Learning models for our online perception system and deploy the model on our next-generation autonomous vehicle platform and ultimately to millions of Toyota production vehicles. We recognize the unique capabilities each team member brings, and encourage applicants to reach out even if they do not match all of the characteristics described below.
RESPONSIBILITIES:
EXPERIENCE:
By submitting your application you agree to the following terms:
Our Commitment ・We are an equal opportunity employer and value diversity. ・We pledge that any information we receive from you will be used ONLY for the purpose of hiring assessment.