Senior Software Engineer, Perception

Remote

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Aviation, Autonomous Driving, Ground HandlingIndustries

Requirements

Candidates should possess a Bachelor's or Master's degree in Computer Science, Robotics, Deep Learning, or a related field, with at least 3 years of focused experience in perception, including sensing, preprocessing, detection, and tracking. Proficiency in Python, C++, and ROS2 is required, along with the ability to work autonomously. A PhD in a relevant discipline and experience developing CUDA kernels are preferred.

Responsibilities

The Senior Software Engineer will be responsible for training, deploying, and monitoring 2D/3D object detection models using Camera, LiDAR, and Radar data. They will also build and maintain data collection, labeling, and evaluation pipelines, manage a proprietary multi-modal dataset for training and evaluation, and architect a deterministic secondary perception system. Additionally, the engineer will mentor junior engineers on best practices.

Skills

Python

C++

ROS2

2D object detection

3D object detection

Camera perception

LiDAR perception

Radar perception

Data pipeline

CUDA kernels

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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