Principal Machine Learning Engineer- Perception
MotionalSalary not specified
- Full Time
- Junior (1 to 2 years)
Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Cybersecurity, Defense, Robotics & AutomationIndustries
Requirements
Candidates should have proficiency in programming languages such as Python, C++, and CUDA, along with familiarity with deep learning frameworks like TensorFlow and PyTorch. An understanding of various filters and their applications is required, as well as basic proficiency in Rust. Experience with maritime or autonomous vehicle projects, signals processing, sensor fusion, and low latency inference and tracking pipelines is a plus.
Responsibilities
The Perception Software Engineer will develop and optimize computer vision and machine learning algorithms for object detection, classification, tracking, and scene understanding. They will integrate data from various sensors to provide a comprehensive perception system for autonomous surface vessels, implement real-time data processing pipelines, and collaborate with data annotation teams to create labeled datasets. Additionally, they will optimize algorithms for efficient resource use, conduct extensive testing and validation of perception systems, maintain comprehensive documentation, and work closely with multidisciplinary teams to integrate perception systems into ASVs while staying current with advancements in the field.
Skills
Computer Vision
Machine Learning
Sensor Fusion
Object Detection
Object Classification
Object Tracking
Scene Understanding
Real-time Processing
Data Annotation
Algorithm Development
LiDAR
Radar
GPS
Saronic
Develops advanced autonomous surface vessels
About Saronic
Saronic Technologies develops Autonomous Surface Vessels (ASVs) that enhance the capabilities of naval and maritime forces. These vessels utilize adaptive path planning, passive sensors, and advanced algorithms, along with edge computing, to effectively identify and track targets. They are designed to operate in challenging environments, using resilient multichannel communications to support both manned and unmanned operations. Saronic Technologies differentiates itself by focusing on military and defense clients, aiming to improve situational awareness, extend operational reach, and enhance survivability during maritime missions. The company's goal is to provide solutions that integrate seamlessly with existing operational strategies or support new maritime tactics, generating revenue through the sale of ASVs and related customization services.
Key Metrics
Austin, TexasHeadquarters
2022Year Founded
$223.7MTotal Funding
SERIES_BCompany Stage
DefenseIndustries
201-500Employees