Full-Time
Senior Perception Engineer
Posted on 12/3/2024
AeroVect
11-50 employees
Digital solutions for the aviation industry
No salary listed
Senior
Remote in USA
Candidates must be based in the United States.
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- Bachelor’s or Master’s degree in Computer Science, Robotics, Deep Learning, or a related field.
- 4+ years of focused experience in deploying 2D/3D object detection models.
- Python proficiency.
- Deploy 3D object detection models, including multi-modal approaches (camera, LiDAR, radar).
- Build and maintain a robust data collection and evaluation (metrics) pipeline.
- Develop a proprietary dataset for model training and evaluation.
- Train and evaluate state-of-the-art (SOTA) models.
- PhD in Computer Science, Robotics, or a related discipline.
- Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc.
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, operational tools, or custom applications designed to enhance efficiency in the aviation sector. Unlike many competitors, AeroVect may emphasize a subscription model for their services, allowing clients to access ongoing support and updates. The company's goal is to streamline operations within the aviation industry through effective technological solutions.
Company Size
11-50
Company Stage
Seed
Total Funding
$9.1M
Headquarters
San Francisco, California
Founded
2020
Simplify's Take
What believers are saying
- 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.
What critics are saying
- 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.
What makes AeroVect unique
- 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.
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Benefits
Flexible Work Hours