Advanced Microdevices Pvt. Ltd. (India) · 4 hours ago
PMTS Software Development Engineer
Santa Clara, CA
Full-time
Onsite
Senior Level
5+ years expAdvanced Micro Devices, Inc is a company focused on building innovative products that enhance computing experiences. They are seeking a PMTS Software Development Engineer to research, design, and develop software systems, particularly in the areas of machine learning and GPU optimization.
BiopharmaBiotechnologyIndustrialManufacturing
Responsibilities
Research, design, develop, and/or test operating systems-level software, compilers, and/or network distribution software for semiconductor operations, applying principles and techniques of computer science, engineering, and mathematical analysis
Plan, design, develop and/or test software systems for software enhancements and new products
Set operational specifications and formulate and/or analyze software requirements
Develop and optimize low-level GPU kernels to accelerate inference and training of large machine learning models
Maximize the computational efficiency and reduce execution time while ensuring model accuracy
Drive projects or processes of significant technical importance
Design and implement strategies for distributed model training and inference across multiple GPUs and nodes
Address data parallelism and model parallelism challenges to fully utilize available resources
Exercise wide latitude in determining objectives and approaches to critical assignments
Participate in code reviews, creating unit tests, authoring detailed documentation related to your work, and working with on-site and offshore teams to deliver the software solutions on schedule
Partake in all phases of the software development including system requirements analysis, coordinating feature design and development across functional and organization boundaries
Utilize expertise with computers and electronics, including computer hardware and software, applications, and programming, as well as knowledge of the practical application of engineering science and technology
Apply knowledge of engineering principles, best practices, and technologies to the design, development, and testing of various AMD products
Qualification
Required
Master's degree or foreign equivalent in Computer Science, Computer Engineering, Electrical Engineering, Software Engineering, or related field
Five (5) years of experience in the job offered or closely related engineering role
Designing, building, and training Machine Learning (ML) models using techniques like Natural Language Processing (NLP)
Developing and deploying Machine Learning (ML) and Deep Learning (DL) models with TensorFlow
Designing, implementing, and optimizing machine learning algorithms for specific tasks like classification, prediction, or clustering
Data modeling over unstructured and semi-structured data
Using Python for building and training models and data analysis
Using SQL to access and manage large datasets for machine learning models
Utilizing Machine Learning Operations (MLOps) to improve the efficiency, reliability, and scalability of machine learning models in production
Understanding Object-Oriented Design (OOD) principles to design and build scalable and maintainable Machine Learning (ML) systems
Benefits
AMD benefits at a glance.
Company
Advanced Microdevices Pvt. Ltd. (India)
Advanced Microdevices (mdi) is a leader in innovative membrane technologies.
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Nalini Kant Gupta
Founder & Managing Director
Recent News
2024-10-18
2024-10-16
Company data provided by crunchbase