Latent AI

ML/AI Developer (US Citizen)

Princeton, New Jersey, United States

Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Edge Computing, Software Development, Defense and AerospaceIndustries

Job Description

Position Overview

  • Location Type: Remote
  • Employment Type: Full-time
  • Salary: Not specified

Latent AI believes in a vibrant and sustainable future driven by the power of AI. Our mission is to enable the vast potential of AI that is efficient, practical and useful. We are a diverse, ambitious team of scientists, engineers, entrepreneurs and visionaries revolutionizing how the next generation AI systems are built. We are deeply passionate about the future of AI, our work, and how we can make our customers and ourselves successful. We value mentorship, personal and professional growth at Latent AI! Our leadership consists of seasoned professionals who welcome the opportunity to share their knowledge and experience with a motivated team willing to learn, collaborate, and think big. Latent AI is backed by Future Ventures, Blackhorn Ventures, Auto Tech Ventures, Booz Allen Hamilton, Lockheed Martin, 40 North Ventures, Pegasus Tech Ventures, and SRI International.

Who We Are

Latent AI enables creation of more robust, efficient, and agile edge applications that improve user adoption and mission impact. Our current product mission is simplifying and accelerating traditional AI workflows from model training and optimization to deployment and support. Our flagship product, the Latent AI Efficient Inference Platform™ (LEIP), is a unified SDK built for machine learning engineers and AI software developers. Our solutions are being used in more places than ever before including manufacturing automation, predictive maintenance, process control, consumer electronics, and defense and aerospace applications. And we are just getting started.

Who We’re Looking For

We are looking for engineers excited to use machine learning to build edge systems that solve real world problems. Our customers come to us with problems that require a mix of electrical, computer, systems, and machine learning (ML) engineering to solve. In the Integrated Systems group, we go beyond just speed and accuracy and instead, build solutions that optimize size, weight, power, and other system-level metrics. This position is a multi-faceted role that helps develop and apply the Latent AI toolset to internal, commercial, and government customers' problems to create solutions that inspire and delight. It combines ML application development, customer relationships, and system design.

What You’ll Do

The AI/ML Developer will:

  • Own the technical relationship and ultimate successful production deployment of customer projects.
  • Help develop and deploy ML solutions in different application areas (e.g. computer vision, audio, NLP, Generative AI).
  • Closely collaborate with machine learning scientists, compilers and embedded developers across the company.
  • Use Latent AI products and services to help customers solve business challenges while enabling speed to market for their products and services.
  • Be involved in software development, infrastructure and hardware optimizations, and data management.

Requirements

  • (Details missing - Requires further information)

Application Instructions

  • (Details missing - Requires further information)

Skills

Machine Learning
AI
Edge Computing
Model Training
Model Optimization
Deployment
Systems Engineering
Electrical Engineering
Computer Engineering

Latent AI

Optimizes AI for edge computing applications

About Latent AI

Latent AI focuses on enhancing artificial intelligence for edge computing, which involves processing data close to where it is generated, like on smartphones and IoT devices. Their main product is an edge MLOps workflow that automates and simplifies the deployment of AI models on these devices, ensuring they are efficient, secure, and require minimal maintenance. This company stands out from competitors by specifically targeting the edge computing market and providing a software development kit (SDK) called Latent LEIP, which aids developers in creating and deploying AI models. The goal of Latent AI is to make AI more accessible and efficient for applications that need real-time data processing, such as in autonomous vehicles and smart cities.

Menlo Park, CaliforniaHeadquarters
2018Year Founded
$21.9MTotal Funding
SERIES_ACompany Stage
Automotive & Transportation, Enterprise Software, AI & Machine LearningIndustries
51-200Employees

Risks

Competition from tech giants like Google and Amazon threatens Latent AI's market share.
Rapid AI advancements may outpace Latent AI's current capabilities, requiring continuous innovation.
Dependency on key partnerships, like Booz Allen, poses risks if relationships change.

Differentiation

Latent AI specializes in optimizing AI for edge computing applications.
Their edge MLOps workflow ensures efficient, secure AI model deployment on edge devices.
Latent AI's SDK, Latent LEIP, streamlines AI model creation and deployment for developers.

Upsides

Growing interest in federated learning enhances privacy and efficiency for edge AI.
The rise of TinyML aligns with Latent AI's focus on resource-constrained edge devices.
5G technology adoption boosts data transmission speed for Latent AI's solutions.

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