Note: The job is a remote job and is open to candidates in USA. Extreme Networks is a global networking leader that provides end-to-end, cloud-driven networking solutions. They are seeking a Principal Machine Learning Engineer to drive innovation in Generative AI and machine learning solutions, leading the software development lifecycle and mentoring engineers to build intelligent systems for network management.
Responsibilities
- Be a thought leader and forward thinker, help drive an innovative vision for our various products and platforms, design and launch strategic machine learning (ML) solutions and drive business-wide innovation
- Take the lead in the end-to-end software development lifecycle, encompassing design, testing, deployment, and operations, lead technical discussions and strategy, and participate hands-on in design reviews, code reviews, and implementation
- Craft high-performance, high-scale microservices architectures, including synchronous and asynchronous web services
- Develop real-time online inferencing for highly complex models using Triton, TensorRT and mixed precision computing
- Mentor and develop other engineers on the team, establish technical direction and foster team culture
- Uphold the highest standards of technical rigor in engineering and operational excellence, build highly resilient and scalable systems, and champion operational and process improvements
Skills
- Degree in mathematics/computer science or related discipline
- 5 to 10 years of experience in the complete software development lifecycle including design, coding, code reviews, testing, build processes, deployments and operations
- 5 to 10 years of experience in Python with an in-depth knowledge of its advanced features and libraries
- Expertise in designing RESTful APIs with hands-on experience with technologies such as FastAPI
- Proficient in Docker, Kubernetes, and modern CI/CD practices
- 3+ years of experience in leading the design and architecture of large distributed systems preferably on cloud platforms (e.g., AWS, Azure, Google Cloud)
- Experience as a mentor, tech lead or leading an engineering team
- MS or PhD in Computer Science or equivalent experience in ML
- Experience working with ML technologies (PyTorch, Sagemaker, Triton, TensorRT, etc.)
- Experience with NoSQL and document databases
- Proven ability to handle big data, optimize workflows, and improve system performance
Benefits
Company Overview
Extreme Networks provides wired and wireless networking solutions to enhance connectivity for businesses and organizations. It was founded in 1996, and is headquartered in Morrisville, North Carolina, USA, with a workforce of 1001-5000 employees. Its website is http://www.extremenetworks.com.