Senior/Staff Machine Learning Engineer, Plus
Planning
$130-220k
Office located in Santa Clara, CA
Self-driving trucks
Be an early applicant
Self-driving trucks
201-500 employees
Be an early applicant
$130-220k
Office located in Santa Clara, CA
201-500 employees
Company mission
To build driving intelligence to power a safer and greener world.
Role
Who you are
- BS, MS, or PhD in Software, Robotics, or related field
- 4+ years of machine learning engineering experience for robotics applications
- Experience developing high-quality software from design and implementation to testing and deployment
- Expertise with Python, willingness to do some C++ development as needed
- Experience training with modern frameworks (e.g. PyTorch)
- A rigorous approach to model development: running well-designed experiments, defining suitable training and validation datasets, and evaluating on the right metrics
- Hands-on familiarity with cloud data ingestion pipelines
- Strong communication and collaborative skills
What the job involves
- We’re looking for a machine learning engineer to train and deploy the latest generation of ML-based planning algorithms on the extensive data we collect every day across our autonomous trucking fleet
- Use complex map and perception sensor output to develop novel deep learning models for our planning stack
- Design critical safety checks to ensure driving trajectories are feasible and follow rules of road
- Ensure all model development keeps a real-time focus and operates efficiently in compute-constrained environments
- Track and incorporate the latest multidisciplinary research advancements in a fast-moving field
- Ensure that your work is performed in accordance with the company’s Quality Management System (QMS) requirements and contribute to continuous improvement efforts
- Ensure that technical work meets customer requirements, regulatory standards, and company quality policies
Our take
With self-driving vehicles becoming more common, the tuck shipping industry stands to benefit from autonomous driving technology, particularly given the current shortage of drives in the US.
Plus provides self-driving technology for trucks to make fleets safer, more fuel-efficient, and sustainable. It uses machine learning to analyze routes and scenarios, providing real-time data to trucks equipped with the PlusDrive system. Unlike competitors focusing on urban transportation, Plus is tackling long-distance logistics, though regulatory challenges in the US remain a concern.
Currently, Plus offers a system that enhances driver safety and efficiency, while continuing to develop fully autonomous solutions. Following a successful pilot with IVECO, Plus is testing its automated trucks on German roads and plans to expand into European markets.
Freddie
Company Specialist at Welcome to the Jungle
Insights
13% employee growth in 12 months
Company
Funding (last 2 of 5 rounds)
Mar 2021
$220m
LATE VC
Feb 2021
$200m
LATE VC
Total funding: $821.7m
Company benefits
- Unlimited PTO: Unlimited paid time off on top of company holidays to recharge and enjoy as needed
- Flexible working: Flexibile work arrangements and technology to help manage life's demands at the office and remote
- Health benefits: Tiered options in medical, dental, and vision insurance to fit your unique needs
- Future building: Equity, 401k and FSA options for all eligible employees to help build for your future
- Professional development: Company-sponsored professional development opportunities such as conferences, training, and workshops
- Catered lunches: Daily catered lunches at both of our Santa Clara and Fremont offices
Company HQ
Santa Clara, CA
Leadership
David Liu
(Co-Founder & CEO)They hold a PhD in Electrical Engineering from Stanford and began their career as an Engineer at Silicon Graphics. Later, they worked as a Consultant for McKinsey & Co. and went on to serve as the Founder and CTO of both InformLink and RMG Networks. They also have experience as the Founder and CEO of RedAtoms.
Shawn Kerrigan
(Co-Founder & COO)They hold a Master's and PhD in Engineering from Stanford. They served as an Engagement Manager at McKinsey & Co. and later became a Senior Investment Associate at Bridgewater Associates. They also co-founded Locus Energy where they served as the CTO for 8 years.
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