Seneca · 2 months ago
Deep Learning Engineer (Perception)
Sausalito, CA
Full-time
Onsite
Entry, Mid Level
$180K/yr - $250K/yr
2+ years expSeneca is eliminating the $1 trillion threat of wildfire across 500 million acres with AI-powered autonomous drone systems. The Deep Learning Engineer will research, develop, and deploy perception algorithms for autonomous systems, playing a key role in building technology that can robustly perceive and understand its environment.
Artificial Intelligence (AI)Information TechnologyPublic Safety
Responsibilities
Algorithm development: Research, design, and implement advanced deep learning algorithms for core perception tasks, such as 2D/3D object detection, semantic segmentation, tracking, and classification
Multimodal sensor fusion: Develop and optimize algorithms to fuse data from multiple sensor modalities, including cameras, LiDAR, and radar, to build a robust and comprehensive perception system
Data-centric development: Take a rigorous, data-driven approach to model development. This includes designing training and validation pipelines, curating large-scale datasets, and prioritizing data collection and labeling efforts
System integration: Work cross-functionally with embedded, hardware, and systems engineers to seamlessly integrate perception software into the larger autonomous stack
Performance analysis and debugging: Analyze logged field data to identify performance bottlenecks and edge cases, and rapidly iterate on solutions to improve model accuracy and robustness in challenging real-world conditions
Stay current on research: Keep abreast of the latest academic research and industry trends in deep learning and computer vision to propose and implement innovative solutions
Qualification
Required
PhD or Masters in Computer Science, Robotics, Electrical Engineering, or a related technical field
2+ years of hands-on industry experience developing and deploying deep learning models for perception tasks, ideally in a fast-paced startup environment
Extensive experience with at least one deep learning frameworks (PyTorch, Tensorflow, Jax)
Expert proficiency in Python; software engineering skills in C++ is a significant plus
Demonstrated experience with one or more of the following: 3D perception, multi-modal sensor fusion, BEV (Bird's Eye View) models, or end-to-end learning
Excellent problem-solving skills, with a pragmatic and outcome-oriented approach
High level of ownership and comfort operating independently within an ambiguous, quickly evolving startup environment
Good communication skills and the ability to collaborate effectively across technical specialties
Preferred
Prior experience in autonomous vehicles, robotics, or other safety-critical systems
Experience with specific optimization tools like TensorRT
Benefits
Competitive Salary – Reflective of your skills and experience
Equity Compensation – Be a part-owner in the company's future
Comprehensive Health Coverage – Including medical, dental, and vision plans
Health Savings Account (HSA) – Optional pre-tax savings for medical expenses
Unlimited PTO – Flexible time off to recharge, plus paid company holidays
Company
Seneca
Seneca is a company that develops advanced AI, robotic, and autonomous drone systems.
11-50 employees
H1B Sponsorship
Seneca has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (4)
Funding
Current Stage
Early StageTotal Funding
$60M2025-10-20Series A· $60M
2024-06-01Seed
Recent News
Venture Capital
2025-10-28
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2025-10-28
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