Sandisk
Semiconductor
SeniorEngineer,SoftwareDevelopmentEngineering
Neural analysis suggests this role is
optimal for entry candidates.
“Senior Engineer, Software Development Engineering at Sandisk. Skills: Machine learning, Software development, Data analytics. Develop digital twin software solutions. Leverage machine learning techniques”
Industry & Context.
analytical and quantitative problem-solving ability
What They're Looking For.
Must Have
M. S. Degree in Computer Science, Statistics, Mathematics, Data Science, or related quantitative/engineering, Experience/coursework/research in machine learning and deep learning, Firm understanding of statistical modeling and data analytics methods, Proficiency in front-end or back-end software/website development, Proficient in one or more programming languages such as Python, Java, analytical and quantitative problem-solving ability
Nice to Have
Proficiency in both front-end and back-end software/website development, Experience with frontend framework, such as PyQt6, QtDesigner, React JS, Redux, Axio, Experience with backend framework, such as FastAPI, Flask, Django, Experience with machine learning framework, such as Scikit-learn, Scipy, PyTorch, TensorFlow, Yolo, Knowledge in structural, thermal or mechanical in package engineering, Interested in semiconductor industry
What You'll Do.
Develop digital twin software solutions
Leverage machine learning techniques
Optimize design and manufacturing process
Develop design recommendation systems
Support failure analysis
Design software tools
Develop software tools
Maintain software tools
Streamline simulation workflows
Enhance interpretation of simulation results
How You'll Work.
Communication Scope
Good communication
Full Job Description
Sandisk understands how people and businesses consume data and we relentlessly innovate to deliver solutions that enable today’s needs and tomorrow’s next big ideas. With a rich history of groundbreaking innovations in Flash and advanced memory technologies, our solutions have become the beating heart of the digital world we’re living in and that we have the power to shape. Sandisk meets people and businesses at the intersection of their aspirations and the moment, enabling them to keep moving and pushing possibility forward. We do this through the balance of our powerhouse manufacturing capabilities and our industry-leading portfolio of products that are recognized globally for innovation, performance and quality. Sandisk has two facilities recognized by the World Economic Forum as part of the Global Lighthouse Network for advanced 4IR innovations. These facilities were also recognized as Sustainability Lighthouses for breakthroughs in efficient operations. With our global reach, we ensure the global supply chain has access to the Flash memory it needs to keep our world moving forward. ESSENTIAL DUTIES AND RESPONSIBILITIES: We are seeking a highly motivated and talented Software Development Engineer to join our team at Sandisk. In this role, you will be instrumental in developing and maintaining our digital twin and machine learning software tools. Key responsibilities include: 1. Develop and enhance our digital twin software solutions to improve efficiency and accuracy across the design and manufacturing processes. 2. Leverage machine learning and data analytics techniques to optimize the design and manufacturing process, develop design recommendation systems, identify anomalies, and support failure analysis. 3. Design, develop, and maintain software tools that streamline simulation workflows, minimize human error, and enhance the interpretation of simulation results. ## Qualifications REQUIRED: · M.S. Degree in Computer Science, Statistics, Mathematics, Data Scie
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