F-ADA

Computer Vision Machine Learning Engineer

F-ADA

Brooklyn•On-site••1 day ago

Job description

Founding Team MemberUnmanned SystemsEdge AI

Overview

F-ADA is a defense tech startup building autonomy software for unmanned systems. They allow end-users to retrain mission-specific AI models in the field, and deploy them on ultra low-cost hardware. They have active contracts with the Department of War and are looking for highly motivated individuals to join their team. As a founding team member you will have the opportunity to work on real problems from day one, take on an incredible amount of responsibility in a high ownership environment, and grow with the company as we scale.

Responsibilities

Build neural networks in PyTorch for object detection, pixel tracking, and related CV tasks
Work with convolution-based and transformer-based architectures
Design CV algorithms that can run from Raspberry Pi Zero 2 Ws to Jetsons
Experiment with data augmentation, training techniques, evaluation, and deployment constraints
Improve performance on mission-specific visual data under real field conditions

Qualifications

Has shipped production-quality CV applications that run on edge devices
Knows PyTorch and modern CV architectures deeply enough to make practical tradeoffs
Cares about reliability, latency, robustness, and performance under resource constraints
Is more engineering-focused than a generic ML researcher
Wants models to work for real users, not just benchmarks

Benefits

Relocation assistance

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