Research Scientist II
Company | Alarm.com |
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Location | Vienna, VA, USA |
Salary | $Not Provided – $Not Provided |
Type | Full-Time |
Degrees | PhD |
Experience Level | Mid Level, Senior |
Requirements
- PhD in Computer Science/Engineering, Electrical Engineering, or equivalent experience.
- 4+ years of work experience in a relevant field.
- Solid research background and experience in computer vision and deep learning.
- Demonstration of both the breadth and the depth of knowledge and track record of solving challenging problems in real-world scenarios.
- Proven programming skills in Python, C, C++, and experience with frameworks such as PyTorch and TensorFlow.
- Experience managing technical team including research scientists and ML Engineering.
- Excellent written and oral communication skills are also required.
Responsibilities
- Engage in pioneering research in intelligent video analytics to enhance the capabilities of smart home applications.
- Invent, refine, and adapt state-of-the-art techniques in computer vision and machine learning, applied across both edge and cloud computing platforms.
- Drive research initiatives and contribute to groundbreaking discoveries.
- Oversee complex projects within the research group.
Preferred Qualifications
- General knowledge of system architectures and distributed systems.
- Hands-on experience in model deployment using tools such as ONNX, OpenVINO, or TensorRT.
- Familiarity with techniques like model distillation and quantization for optimizing machine learning models.