Machine Learning Lead (R&D)

United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Retail Security, AI & Computer VisionIndustries

Requirements

Candidates should possess 8+ years of experience in engineering roles with deep expertise in Artificial Intelligence, Machine Learning, and computer vision, along with a proven track record of building 0 → 1 products or technical breakthroughs that have been successfully deployed. They should have strong hands-on skills in ML frameworks such as PyTorch and TensorFlow, video analytics using OpenCV, and deployment tooling like ONNX and Triton, demonstrating comfort in leading and scaling small engineering teams.

Responsibilities

As the Machine Learning Lead (R&D), the individual will lead and manage a team of engineers to prototype and productize computer vision and AI systems, personally building and owning early-stage proofs-of-concept while rapidly iterating and validating them in the real world. They will define and prioritize the technical R&D roadmap, architect scalable systems for deployment, vet new models and data architectures, and serve as a key thought partner in setting technical direction for new product lines, all while working with Fortune 500 retailers to solve loss prevention challenges with cutting-edge AI.

Skills

computer vision

PyTorch

TensorFlow

OpenCV

ONNX

Triton

containers

edge computing

cloud deployment

system architecture

model vetting

hardware deployment

Panopto

Video management and streaming solutions provider

About Panopto

Panopto provides a video management and streaming platform tailored for businesses and educational institutions. Users can easily record, manage, and share video content securely, with the software compatible with both Windows and Mac systems. This allows individuals to create professional-quality videos without needing advanced technical skills. Panopto serves over 1,000 clients globally, including major companies and universities, and operates in the expanding enterprise video content management market, which supports live streaming, video recording, and secure hosting. The platform is subscription-based, offering features like interactive quizzes and advanced search capabilities, making it useful for corporate training and academic purposes. Panopto's goal is to facilitate effective video communication and learning by providing a comprehensive and user-friendly video solution.

Seattle, WashingtonHeadquarters

2007Year Founded

$47.2MTotal Funding

GROWTH_EQUITY_VCCompany Stage

Enterprise Software, EducationIndustries

51-200Employees

Benefits

Remote Work Options

Flexible Work Hours

Risks

Emerging competitors offering similar features at lower costs threaten Panopto's market share.

Rapid AI advancements may outpace Panopto's current capabilities, risking obsolescence.

Reliance on AWS Marketplace poses risks if AWS policies or pricing change negatively.

Differentiation

Panopto offers AI-powered video management solutions for education and enterprise sectors.

The platform integrates seamlessly with Learning Management Systems for enhanced educational experiences.

Panopto's certification of third-party hardware enhances its ecosystem of compatible tools.

Upsides

Growing demand for AI-driven video analytics in education boosts Panopto's market potential.

Expansion into AWS Marketplace simplifies procurement and deployment for enterprise customers.

Localized content hosting, like Japan cloud hosting, meets regional compliance needs.

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