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Form of workJob Title: Edge AI / On-device AI NPU Architecture Research Intern
Office Location: San Jose, CA or Santa Clara, CA
Work Model: Onsite
Duration: June to August (3 month)
Office Location: San Jose, CA or Santa Clara, CA
Work Model: Onsite
Duration: June to August (3 month)
AI Memory Solution (AMS)
Projects will be assigned to intern(s):
AI algorithm optimization and acceleration research
Job Description:
Projects will be assigned to intern(s):
AI algorithm optimization and acceleration research
Job Description:
- You will research and evaluate various NPUs and their memory solution architectures for the edge AI / on-device AI applications for Memory-Centric Computing.
- Includes SRAM-based in-memory computing, In-DRAM Computing, and NPU-memory interconnection.
- Master or PhD candidate
- Knowledge in Generative AI fundamentals such as CNN, RNN, LSTM, Diffusion Models and LLMs.
- Knowledge in advanced packaging (2.5D and 3D), chip-to-chip interconnection and its simulation
- Fluent in RTL coding (Verilog) and a relevant tool (ModelSIM, Cadence)
- Experience in analog simulation (PSpice)
- Strong sense of teamwork and collaboration
- Preferred Major(s): Electrical Engineering or Computer Engineering
About SK hynix America
In today's digital world, semiconductors are serving as the critical foundation and enabler of the IT industry. Semiconductors are more than just components; their performance now determines the performance of numerous IT devices. SK hynix mainly produces memory semiconductors such as DRAM and NAND flash that are essential components of various IT devices such as mobile and computing products, but the company's portfolio also includes system semiconductors such as CMOS image sensors. Ever since the first pilot production of Korea's very first 16Kb SRAM in 1984, SK hynix has been reinforcing its technological leadership by introducing a series of world's first, smallest, fastest, and lowest-power innovations in the semiconductor industry.
Just as smartphones and tablets have become an integral part of modern lifestyle, more and more futuristic IT devices will continue to permeate our everyday lives. The advent of new digital products and the ever-expanding Internet of Things are driving the growth of demand and applications of semiconductors. Bolstered by such market trends, SK hynix has been achieving tremendous financial success and qualitative growth with its cutting-edge technologies.
As IT devices become smarter and more mobile-focused, demand is surging for more advanced semiconductors. In response, SK hynix has been solidifying its technological leadership while improving its product competitiveness in the high value-added premium product sector. In particular, SK hynix is continuously striving to achieve leadership in areas where the importance of semiconductors is rising, including mobile, server, and storage solutions. Meanwhile, the company is preparing next-generation memory technologies beyond DRAM and NAND flash, such as PCRAM, STT-MRAM, and ReRAM, in a bid to lead the future market.
Join us today in revolutionizing the HBM/DRAM/NAND memory storage business!
Compensation:
Our compensation reflects the cost of labor across several U.S. geographic markets, and we pay differently based on those defined markets. The U.S. pay range for this position $25.00 - $45.00 per hour. Pay within this range varies by work location and may also depend on job-related skills and experience. Your Recruiter can share more about the specific salary range for the job location during the hiring process.
Equal Employment Opportunity:
SKHYA is an Equal Employment Opportunity Employer. We provide equal employment opportunities to all qualified applicants and employees, and prohibit discrimination and harassment of any type without regard to race, sex, pregnancy, sexual orientation, religion, age, gender identity, national origin, color, protected veteran or disability status, genetic information or any other status protected under federal, state, or local applicable laws.
SKHYA is an Equal Employment Opportunity Employer. We provide equal employment opportunities to all qualified applicants and employees, and prohibit discrimination and harassment of any type without regard to race, sex, pregnancy, sexual orientation, religion, age, gender identity, national origin, color, protected veteran or disability status, genetic information or any other status protected under federal, state, or local applicable laws.
