[Remote] Staff Software Engineer, Perception at AeroVect

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Aviation, Autonomous DrivingIndustries

Requirements

Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field
5+ years of focused experience in architecting and deploying 2D/3D object detection models
Worked on entire perception stack (sensing, preprocessing, detection & tracking)
Python proficiency
The ability to lead projects autonomously

Responsibilities

Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar)
Build and maintain data collection and evaluation (metrics) pipeline
Develop a proprietary multi-modal dataset for training and evaluation
Train, deploy and monitor 2D/3D object detection models to production
Experiment SOTA models’ performance
Mentor junior engineers about best practices

Skills

Key technologies and capabilities for this role

3D object detectionMulti-modal approachesLiDARRadarData collectionEvaluation metricsData pipelineModel trainingModel deploymentModel monitoringPythonProject leadershipComputer ScienceRoboticsDeep Learning

Questions & Answers

Common questions about this position

Is this position remote?

Yes, the position is fully remote.

What are the required qualifications for this role?

Candidates must have a Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field, 5+ years of focused experience in architecting and deploying 2D/3D object detection models, experience with the entire perception stack (sensing, preprocessing, detection & tracking), Python proficiency, and the ability to lead projects autonomously.

What salary or compensation does this role offer?

This information is not specified in the job description.

What does AeroVect do, and what's the work environment like?

AeroVect is a Series A company transforming ground handling with autonomy, backed by top-tier venture capital in aviation and autonomous driving, serving major airlines and ground handling providers.

What makes a strong candidate for this Staff Software Engineer role?

A strong candidate has a PhD in Computer Science, Robotics, or a related field and publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, or AAAI, in addition to meeting the required qualifications.

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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