Sr. Computer Vision Engineer (Deep Learning)

Harbinger Motors Inc.; Mountain View (CA); Presencial; USD 180 000 - 240 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Health Coverage

Stock Options

401k

PTO

Parental Leave

Meal Program

Cell Phone Stipend

Wellness Benefits

Resumo da oferta

Harbinger Motors Inc. in Mountain View, CA seeks a Senior Deep Learning Engineer to drive perception models for ADAS. You will design neural networks, optimize performance, and deploy on embedded platforms.

You will collaborate with data engineering and platform teams to ensure data flow, model validation, and production readiness across automotive-grade hardware. 5+ years in DL for perception, strong PyTorch and Python, and embedded systems experience are required.

Qualificações

• 5+ years developing, training, validating and deploying DL-based perception models for ADAS.
• Experience with training/inference pipelines, data loading, augmentation and loss design.
• MS/PhD in CV/ML or equivalent industry experience.

Responsabilidades

• Design and implement advanced DL architectures to enhance ADAS perception.
• Maintain and improve models, optimize performance and algorithms.
• Root cause analysis of production issues and sustainable solutions.
• Optimize latency, efficiency and resources for real-time embedded deployment.
• Integrate DL algorithms on automotive-grade hardware and embedded SoCs.
• Collaborate with data engineering, annotation, and platform teams for data flow.
• Provide regular technical updates and performance metrics to management.

Conhecimentos

Deep Learning

Perception Models

PyTorch

Python

Embedded Systems

Distributed Training

Formação académica

MS/PhD in Computer Vision or ML

Ferramentas

PyTorch

TensorFlow

Linux

CUDA

Docker

Descrição da oferta de emprego

About Harbinger

Harbinger is an American commercial electric vehicle (EV) company on a mission to transform an industry starving for innovation. Harbinger’s best-in-class team of EV, battery, and drivetrain experts have pooled their deep experience to bring a first-of-its-kind EV platform to support the growing demand for medium-duty EVs and Hybrids. Harbinger: Familiar Form, Revolutionary Foundation.

We are seeking a highly skilled Senior Deep Learning Engineer to drive the development and deployment of advanced perception models for Advanced Driver Assistance Systems (ADAS). The successful candidate will play a key role in designing cutting-edge neural network architectures, optimizing model performance, and ensuring reliable deployment on embedded platforms. This position requires a balance of deep technical expertise, strong analytical thinking, and cross-functional collaboration. This role would sit in Mountain View, CA with PhantomAI, Harbinger's ADAS division.

Responsibilities

• Design and implement advanced deep learning architectures to enhance perception capabilities within ADAS systems.
• Maintain and continuously improve existing models by optimizing performance, addressing issues, and refining architecture and algorithms.
• Perform detailed root cause analysis of production issues and develop sustainable, high-quality solutions.
• Optimize model performance with a focus on latency, efficiency, and resource utilization for real-time embedded deployment.
• Integrate and validate deep learning algorithms on automotive-grade hardware and embedded SoCs.
• Collaborate closely with data engineering, data annotation, and platform engineering teams to ensure smooth data flow and seamless model integration.
• Provide regular updates and technical reports on model development, maintenance progress, and performance metrics to management.

Required Qualifications

• 5+ years of professional experience developing, training, validating, and deploying deep learning-based perception models for ADAS or related computer vision applications.
• In-depth understanding of training and inference pipelines, including data loading, augmentation, and loss function design.
• Advanced degree (M.S. or Ph.D.) in Computer Vision, Robotics, Machine Learning, or a closely related discipline, or equivalent industry experience.
• Strong proficiency in Python and a deep understanding of software design principles and development best practices.
• Expertise in PyTorch (preferred) or TensorFlow for large-scale model development and experimentation.
• Practical experience with data pipelines, distributed training, and machine learning experiment management tools.
• Proven ability to work effectively in a collaborative, cross-functional team environment.

Preferred Qualifications

• Comprehensive understanding of machine learning algorithms, including classification, regression, and clustering methods.
• Experience deploying and optimizing models for embedded or automotive SoCs (e.g., NVIDIA Drive, TI TDA4, Qualcomm Snapdragon).
• Proficiency in model optimization techniques such as quantization, pruning, and knowledge distillation.
• Doctorate (Ph.D.) in Computer Science, Artificial Intelligence, or related field is a plus.
• Strong programming experience in Python and/or C++ within Linux development environments.
• Familiarity with automotive perception workflows, datasets, and evaluation frameworks (e.g., KITTI, Waymo, Euro NCAP)

Key Benefits & Perks

• Comprehensive Health, Dental & Vision (HDV) – 100% employee covered
• Early-stage Stock Options
• Robust Retirement Savings (401k, HSA, FSA)
• Generous Paid Time Off (PTO) & Parental Leave
• Annual Vacation Bonus
• Wellness & Fertility Benefits
• Cell Phone Stipend
• Complimentary Meals & Stocked Kitchens

California Pay Range

$180,000 — $240,000 USD

Equal Opportunity

Harbinger is an equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, sex, sexual orientation, gender, gender expression, gender identity, genetic information or characteristics, physical or mental disability, marital/domestic partner status, age, military/veteran status, medical condition, or any other characteristic protected by law.

Harbinger is committed to ensuring that our hiring process is accessible for persons with disabilities. If you have a disability or limitation, such as those covered by the Americans with Disabilities Act, that requires accommodations to assist you in the search and application process, please email us at [e-mail].

Please note that we are currently not accepting applications from third party application services. Any unsolicited resumes or candidate profiles submitted in response to our job posting shall be considered the property of Harbinger and are not subject to payment of referral or placement fees if any such candidate is later hired by Harbinger unless you have a signed written agreement in place with us which covers the applicable job posting.