Nextnav
Nextnav
Posted 2 months ago
Internship
Santa Clara, California
In Person
Smart Summary
Responsibilities
The intern will collaborate with the AI/ML engineering team to develop solutions for improving performance, accuracy, and efficiency in 3D PNT technology. Responsibilities include building a benchmarking pipeline, comparing model architectures, and providing recommendations for future model investigation.
Qualifications
You are a PhD student with a strong background in statistics, signal processing, and AI/machine learning. You have hands-on experience with deep learning training and optimization, and proficiency in Python and MATLAB.
Must Have Skills for ATS
Python
scikit-learn
PyTorch
JAX
MATLAB
deep learning
signal processing
transformers
state-space models
GANs
diffusion models
normalizing flows
autoencoders
Job Description
NextNav is a leader in next generation position, navigation and timing (PNT), enabling a whole new ecosystem of applications and services that rely upon 3D geolocation and PNT technology. Powered by low-band licensed spectrum, NextNav’s positioning and timing technologies can deliver accurate, reliable and resilient 3D PNT solutions for critical infrastructure, GPS resiliency and commercial use cases.
At NextNav we are looking for a creative, and passionate intern to join a project centered around Artificial Intelligence and Machine Learning. The candidate with closely work with NextNav’s AI/ML engineering team to develop solutions focused on improving performance, accuracy and efficiency. This individual will be joining from our Santa Clara, CA office and working closely with our Paris, France office.
In this role, you will be working with high-precision ground-truth data and Networks to construct engineering and model training for NextNav’s future. Success in this role will be measured by expected outputs include a reproducible benchmarking pipeline, comparative results across different model architectures, and a concise recommendation identifying the most promising models for further investigation.
Must have Requirements
Preferred Requirements
NextNav offers a compensation designed to support our employees in all aspects of their life inside and outside of work. The actual offer, including the compensation package, is determined based on multiple factors, such as the candidate's skills and experience and other business considerations.
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