Remote Machine Learning Software Engineer

Description:

• Swan is a company focused on delivering scalable autonomous products for defense and industry.
• The company is seeking a Machine Learning Engineer with expertise in computer vision, model optimization, and deployment on low-cost embedded systems.
• The ideal candidate should have a strong background in designing, training, and optimizing deep learning models for real-time applications.
• Key responsibilities include designing and optimizing computer vision models for embedded systems, implementing model compression techniques, deploying models on various embedded platforms, writing clean code in Python and C++, and collaborating with cross-functional teams.
• The role also involves benchmarking ML models and researching cutting-edge techniques to enhance real-time performance in resource-constrained environments.

Requirements:

• A Master’s or Ph.D. in Computer Science, Electrical Engineering, Machine Learning, or a related field is required.
• Candidates must have 5+ years of experience in machine learning, deep learning, and computer vision.
• Extensive experience in designing and deploying optimized deep learning models for real-world applications is necessary.
• Proficiency in ML frameworks such as TensorFlow, PyTorch, ONNX, and TensorRT is required.
• Strong experience with model quantization, pruning, knowledge distillation, and hardware acceleration techniques is essential.
• Solid programming skills in Python and C++ with a strong understanding of software optimization are required.
• Familiarity with embedded platforms like NVIDIA Jetson, Raspberry Pi, and Qualcomm AI accelerators is necessary.
• Experience with hardware-aware model optimization to maximize inference speed and minimize memory footprint is required.
• Strong problem-solving skills and the ability to work independently on complex technical challenges are essential.

Benefits:

• Swan offers a comprehensive benefits package that includes top-tier health, dental, vision, short-/long-term disability, and life insurance with full employee coverage and partial coverage for dependents.
• The company provides flexible vacation and sick leave policies.
• Employees have access to 401(k) plans, FSA, HSA, and commuter benefits.
• Swan promotes a diverse and inclusive workplace, ensuring equal opportunity for all applicants and providing reasonable accommodations for individuals with disabilities.