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Job Summary:
SimpliSafe is a high-tech home security company dedicated to protecting homes and fostering a collaborative culture for career growth. They are seeking an experienced engineering manager to lead the Machine Learning team, focusing on developing and implementing machine learning models for edge devices in the home security domain.
Responsibilities:
• Manage the edge AI team which is responsible for designing, developing, and deploying ML models to edge devices solve real-world problems in the home security domain
• Work with key stakeholders to identify key research initiatives that can have impact to business outcomes
• Set the research direction/roadmap for model optimization techniques
• Take research initiatives from idea generation to production
• Plan, adapt and execute multiple initiatives independently and through others
• Collaborate with engineers and product managers to achieve optimal performance (accuracy vs. power consumption) tradeoff for battery powered devices
• Stay up-to-date on the latest advancements in emerging techniques for model optimization techniques such as compression and quantization
• Contribute to the development of our machine learning infrastructure and tools
• Influence team culture and exemplify best practices in applied research
Qualifications:
Required:
• MS or PhD in Computer Science, Artificial Intelligence, or a related field
• 8+ years of experience in developing production-grade machine learning solutions
• Experience managing an engineering team
• Strong understanding of deep learning architectures and statistical modeling techniques, especially as it relates to computer vision and natural language processing
• Skilled in Python and relevant machine learning libraries (e.g., PyTorch TensorFlow, Keras)
• Skilled in C/C+
• 3+ years of experience developing and deploying models on edge devices leveraging techniques for quantization such as QAT, PTQ
• Experience with data preprocessing, feature engineering, and model evaluation
• Excellent communication and collaboration skills
• Ability to work in a fast paced environment
Preferred:
• Experience with deep learning model architectures such as yolo
• 3+ years of experience developing vectorized code on ARM using SIMD (Neon, Helium instructions)
• Experience with time series data
• Familiarity with cloud computing platforms (e.g., AWS, GCP)
Company:
SimpliSafe is a home security company that designs, engineers, and sells cameras, smart lock, and wireless security alarm systems. Founded in 2006, the company is headquartered in Boston, Massachusetts, USA, with a team of 501-1000 employees. The company is currently Late Stage. SimpliSafe has a track record of offering H1B sponsorships.
Seniority level
Seniority level
Mid-Senior level
Employment type
Employment type
Full-time
Job function
Industries
Software Development
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Inferred from the description for this job
Medical insurance
Vision insurance
401(k)
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