Algorithm Engineer - ML

Summary: The main function of an algorithm developer is to design and implement algorithms for machine learning. The typical developer will be able to test the effectiveness of routines against requirements. In addition, embedded firmware efforts are needed to deploy the developed algorithms to hardware. Job Responsibilities: • Develop and apply advanced methods, theories, and research techniques of algorithms related to Deep Learning • Designs, implements and tests algorithms for a variety of machine learning (deep learning) tasks • Design statistical models and algorithms for analyzing workload performance • Synthesize algorithm needs and designs for customer requirements. • Identify, troubleshoot, and resolve issues found with software • Deploy algorithms to hardware. • Improve software performance Skills: • Experience with algorithm development (PyTorch, Tensorflow) • Experience with object-oriented programming in C# and C++ or other languages • Experience with embedded systems (e.g. Raspberry Pi, NVidia Jetson, FPGA) and deploy algorithms to hardware • Experience with machine learning toolkits and platforms • Ability to deploy algorithms to hardware by porting them to firmware • Ability to manage projects autonomously. • Experience in UI design and development for big data visualization Education: • Bachelor’s degree in computer science, mathematics, or related field preferred, Masters preferred Must-Have Skills: • Experience with algorithm development (PyTorch, Tensorflow) • Experience with object-oriented programming in C# and C++ , Python, or other languages • Experience with embedded systems (e.g. Raspberry Pi, NVidia Jetson, FPGA) and deploy algorithms to hardware Nice-to-have Skills: • Experience with machine learning toolkits and platforms • Preferred big tech companies experience Years of Experience: 5+ years of investigating deep learning algorithms