Staff Software Engineer, Perception

Remote

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Aviation, Autonomous Driving, Ground HandlingIndustries

Requirements

Candidates should possess a Master's or PhD in Computer Science, Robotics, Deep Learning, or a related field, with over 5 years of dedicated experience in architecting and deploying 2D/3D object detection models. Proficiency in Python and experience with the entire perception stack, including sensing, preprocessing, detection, and tracking, are essential. Preference is given to candidates with a PhD and publications in major AI conferences.

Responsibilities

The Staff Software Engineer will architect 3D object detection models, including multi-modal approaches using camera, LiDAR, and Radar. Responsibilities include building and maintaining data collection and evaluation pipelines, developing a proprietary multi-modal dataset for training and evaluation, and training, deploying, and monitoring 2D/3D object detection models in production. The role also involves experimenting with state-of-the-art models' performance and mentoring junior engineers on best practices.

Skills

3D object detection

multi-modal approaches

camera

LiDAR

Radar

data collection pipeline

evaluation pipeline

metrics

multi-modal dataset

2D object detection

3D object detection

model deployment

model monitoring

SOTA models

Python

perception stack

sensing

preprocessing

detection

tracking

AeroVect

Digital solutions for aviation industry businesses

About AeroVect

AeroVect provides digital solutions tailored for the aviation industry. Their platform, built using JavaScript, suggests a focus on web and app development, likely offering services that cater to airlines, airports, and other aviation-related businesses. AeroVect's products may include software for managing aviation data, enhancing operational efficiency, or improving customer experiences. Unlike many competitors, AeroVect may emphasize customizable solutions and consulting services, allowing clients to adapt the technology to their specific needs. The company's goal is to support the aviation sector by delivering effective digital tools that streamline operations and enhance service delivery.

San Francisco, CaliforniaHeadquarters

2020Year Founded

$9.1MTotal Funding

SEEDCompany Stage

Consulting, Enterprise Software, AerospaceIndustries

11-50Employees

Benefits

Flexible Work Hours

Risks

Competition from established aviation tech firms may impact AeroVect's market share.

Regulatory changes in autonomous aviation could affect AeroVect's operations.

Cybersecurity threats to JavaScript platforms pose risks to AeroVect's infrastructure.

Differentiation

AeroVect specializes in autonomous driving platforms for ground support equipment in aviation.

The company integrates AI and machine learning in airside operations for efficiency.

AeroVect targets large passenger and cargo hubs for its autonomous solutions.

Upsides

Growing demand for autonomous GSE boosts AeroVect's market potential.

Airports' digital transformation investments create opportunities for AeroVect's tech solutions.

Projected 15% CAGR in aviation autonomous vehicles market benefits AeroVect.

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