AI/ML Software Performance Engineer
Folsom, California, United States
Applications have closed
Samsung Semiconductor, Inc.
Samsung provides innovative semiconductor solutions, including DRAM, SSD, processors, image sensors with a wide-ranging portfolio of trending technologies.Advancing the World’s Technology Together
Our technology solutions power the tools you use every day--including smartphones, electric vehicles, hyperscale data centers, IoT devices, and so much more. Here, you’ll have an opportunity to be part of a global leader whose innovative designs are pushing the boundaries of what’s possible and powering the future.
We believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We’re dedicated to empowering people to be their true selves. Together, we’re building a better tomorrow for our employees, customers, partners, and communities.
AI/ML Software Performance Engineer
What You’ll Do
Samsung Semiconductor, Inc. is a world leader in Memory and Storage technologies. We are currently looking for Entry/Associate Level Storage Engineer to join our team in San Jose, CA. The Engineer will contribute to memory and storage system research in the Memory Solutions Lab. He or she will join a team of experts in researching and developing innovative memory and storage system solutions that utilize existing and emerging technologies to add substantial value to storage systems. The ideal candidate must have a strong background in computer programming, computer architecture, automation software and testing/debug.
Location: Onsite at our San Jose or Folsom location
Job ID: 41066
- Trusted to design machine learning systems as part of an exciting team.
- Research and implement appropriate ML algorithms and tools.
- Develop machine learning applications according to requirements.
- Run machine learning tests and performance benchmarks to showcase the benefits of one model over another.
- Select appropriate datasets and data representation methods.
- Perform statistical analysis and fine-tuning using test results.
- Extend existing ML libraries and frameworks.
What You Bring
- A PhD/Master’s in Computer Science, Computer Architecture, Electrical Engineering, and Mathematics or related field.
- Strong software engineering skills with efficient, maintainable and testable C/C++/Python/R is required.
- 5+ years of experience with AI/ML models, data analytics, data science projects.
- Experience with machine learning frameworks like Keras or PyTorch, TensorFlow and libraries like scikit-learn.
- Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture. In-depth knowledge of mathematics, statistics, and algorithms.
- Experience with File Systems, Object Storage or similar technologies. Experience in Linux I/O, Operating System and File Systems.
- Ability to quickly develop proof of concept prototypes based on requirements.
- Demonstrated attention to deliver SW project deliverables on schedule.
- You’re inclusive, adapting your style to the situation and diverse global norms of our people.
- An avid learner, you approach challenges with curiosity and resilience, seeking data to help build understanding.
- You’re collaborative, building relationships, humbly offering support and openly welcoming approaches.
- Innovative and creative, you proactively explore new ideas and adapt quickly to change.
What We Offer
An investment in your future, is an investment in ours. That’s why we offer a diverse package of benefits centered around the wellbeing of our employees and their loved ones. In addition to competitive compensation and the usual Medical/Dental/Vision/401k, our inclusive curation of benefits empower our people to care for their whole selves.
Give Back With a charitable giving match and frequent opportunities to get involved, we take an active role in supporting the community.
Enjoy Time Away You’ll start with 4+ weeks of paid time off a year, plus holidays and sick leave, to rest and recharge.
Care for Family Whatever family means to you, we want to support you along the way—including a stipend for fertility care or adoption, medical travel support, and an errand service.
Prioritize Emotional Wellness With on-demand apps and paid therapy sessions, you’ll have support no matter where you are.
Stay Fit Eating well and being active are important parts of a healthy life. Our onsite Café and gym, plus virtual classes, make it easier.
Embrace Flexibility Benefits are best when you have the space to use them. That’s why we facilitate a flexible environment so you can find the right balance for you.
Covid-19 Policy
To help keep our employees, customers, and communities safe, we’ve developed guidelines for our teams. Currently, we encourage vaccination for all employees, and may require it depending on job functions (e.g., traveling for business, meeting with customers). While visiting our offices or attending team events, we ask employees to complete a daily health questionnaire and complete a weekly COVID test. Our COVID policies are subject to change depending on public health, regulatory and business circumstances.
Equal Opportunity Employment Policy
Samsung Semiconductor is proud to be an equal opportunity workplace and affirmative action employer. We’re committed to fostering an inclusive environment where everyone feels welcomed and empowered to do their best work. We hire the best talent for our teams, regardless of race, religion, color, age, disability, sex, gender identity, sexual orientation, ancestry, genetic information, marital status, national origin, political affiliation, or veteran status. Our focus is on hiring teammates with humble expertise, kindness, dedication and a willingness to embrace challenges and learn together every day.
Tags: Architecture C++ Computer Science Data Analytics Engineering Keras Linux Machine Learning Mathematics ML models PhD Python PyTorch R Research Scikit-learn Statistics TensorFlow Testing
Perks/benefits: 401(k) matching Career development Competitive pay Fertility benefits Fitness / gym Flex hours Flex vacation Health care Medical leave Startup environment Team events Wellness
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