Senior Machine Learning Software Engineer, 3D Simulation Reconstruction

Southfield, Michigan, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Automotive, Autonomous Vehicles, Artificial IntelligenceIndustries

Requirements

Candidates should possess a Master’s or Ph.D. in Computer Science, Robotics, Machine Learning, or a related field, along with expert-level proficiency in Python and ML libraries such as PyTorch or TensorFlow, and expert-level proficiency in C++. Demonstrated research publications in top conferences are preferred.

Responsibilities

The Senior Machine Learning Software Engineer will develop an in-house simulation data engine using object and lane-based closed-loop re-simulation, research and implement state-of-the-art synthetic sensor simulation methods, collaborate with suppliers or develop in-house tools for the next-generation data-based simulation stack, integrate simulation with the software stack, and collaborate with stakeholders across autonomy to enable the development of an ML-based autonomy stack.

Skills

Machine Learning

Synthetic Sensor Simulation

NeRF

Gaussian Splatting

Diffusion Models

Simulation Pipelines

Sensor Modeling

Open Source Simulation Tools (SUMO, WayMax)

Lucid Motors

Manufactures luxury electric vehicles in USA

About Lucid Motors

Lucid Motors manufactures electric vehicles (EVs) in California, focusing on high-performance and luxury models for environmentally conscious consumers. The company designs and assembles its vehicles in the U.S., utilizing advanced in-house technology that enhances efficiency and extends driving range. This technology allows for longer travel distances with fewer batteries, making the vehicles lighter and more sustainable by reducing the need for precious metals. Lucid Motors differentiates itself from competitors by employing a direct-to-consumer sales model, which enables them to manage the entire customer experience from design to service. Their product lineup includes various models like the Pure AWD, Touring, and Grand Touring, along with incentives such as Pro Credits and Air Credits for timely deliveries. The goal of Lucid Motors is to transform the automotive industry through sustainable technology and provide luxury electric vehicles that meet the needs of modern consumers.

Newark, CaliforniaHeadquarters

2016Year Founded

$3,537.8MTotal Funding

IPOCompany Stage

Automotive & Transportation, EnergyIndustries

5,001-10,000Employees

Benefits

Family Medical Leave

Remote Work Program

Health & Wellness - Dental Benefits, Disability Insurance, Flexible Spending Account (FSA), Health Insurance Benefits, Life Insurance, Vision Benefits, Fitness Subsidies

401(K)

Paid Volunteer Time

Paid Holidays

Paid Sick Days

Risks

Increased competition from luxury automakers like Mercedes-Benz and BMW.

Potential delays in Panasonic's battery supply could affect production timelines.

Direct-to-consumer model may struggle in regions with strong dealership networks.

Differentiation

Lucid Motors offers advanced EV technology with longer range and fewer batteries.

The company uses a direct-to-consumer sales model, bypassing traditional dealerships.

Lucid Assistant, a voice AI feature, enhances user experience in their electric vehicles.

Upsides

Collaboration with Panasonic enhances vehicle range and performance in the luxury EV market.

Strategic price cuts and stock sale provide financial stability for future growth.

Expansion into Detroit accelerates development of new models and technologies.

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