Principal Machine Learning Engineer- Perception
MotionalSalary not specified
- Full Time
- Junior (1 to 2 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Aerospace & DefenseIndustries
Requirements
Candidates must hold a Bachelor’s or Master’s degree in Computer Science, Robotics, Deep Learning, or a related field, and possess at least 5 years of focused experience in deploying 2D/3D object detection models. Python proficiency is required, and a PhD in Computer Science, Robotics, or a related discipline is preferred.
Responsibilities
The Staff Software Engineer, Perception will 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, and lead projects and teams autonomously.
Skills
3D object detection
multi-modal approaches
camera
LiDAR
radar
data collection
evaluation metrics
dataset development
model training
state-of-the-art models
Python
project leadership
team management
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.
Key Metrics
San Francisco, CaliforniaHeadquarters
2020Year Founded
$9.1MTotal Funding
SEEDCompany Stage
Consulting, Enterprise Software, AerospaceIndustries
11-50Employees