Principal Research Scientist

Overview

Lead R&D in AI video analytics for smart home applications

Key Responsibilities

• llm customization

Tasks

-Customizing large language models

Requirements

• phd
• python
• pytorch
• tensorflow
• onnx
• deep learning

What You Bring

-Excellent written and oral communication skills are also required. -Object detection, tracking, association, attribute classification, and re-identification -Demonstration of both the breadth and the depth of knowledge and track record of solving challenging problems in real-world scenarios. -Hands-on experience in model deployment using tools such as ONNX, OpenVINO, or TensorRT. -Image and video analysis using vision-language models -Pattern discovery and anomaly detection -Experience managing technical team including research scientists and ML Engineering. -Familiarity with techniques like model distillation and quantization for optimizing machine learning models. -PhD in Computer Science/Engineering, Electrical Engineering, or equivalent experience. -Semantic, instance, and panoptic segmentation -Proven programming skills in Python, C, C++, and experience with frameworks such as PyTorch and TensorFlow. -Face detection, verification, and recognition -8+ years of work experience in a relevant field. -Solid research background and experience in computer vision and deep learning. -Human pose estimation, action, and activity recognition -General knowledge of system architectures and distributed systems. -Image and video synthesis with generative AI

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Benefits

-Collaborate with outstanding people: We hire only the best. Our standards are high and our employees enjoy working alongside other high achievers. -Gain well rounded experience: Alarm.com offers a diverse and dynamic environment where you will get the chance to work directly with executives and develop expertise across multiple areas of the business.

About Alarm.Com

-A leader in smart home and business automation solutions. -Provides cloud-based security, video surveillance, energy management, and access control systems. -Connects devices to offer seamless security and automation experiences. -Known for innovative solutions that allow remote monitoring and control of properties. -Delivers cutting-edge technology to residential and commercial sectors, enhancing security and efficiency. -Has established partnerships with top home security brands and service providers, expanding its reach. -Solutions integrate smart home technologies like cameras, thermostats, and lighting.

Sector Specialisms

Visa Sponsorship

-no sponsorship for employment authorization or immigration support.

Security Clearance

-criminal background checks may be performed as permitted by law.