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Intern, RTL Power Macromodeling Engineer

Samsung Semiconductor · San Jose, CA

Found in last night's run on Samsung Semiconductor's Greenhouse board.

Shep's read

I noticed its focus on RTL power models for AI memory.

open 1 day

About the role

Please Note: To provide the best candidate experience amidst our high application volumes, each candidate is limited to 10 applications across all open jobs within a 6-month period. 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 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. What You’ll Learn

Project Overview: AI memory is now the bottleneck of AI systems: power and heat decide how fast models can run. Our lab turns RTL and trace behavior into time-indexed power models that drive a trace-driven power and thermal simulator. Skills You’ll Learn:

Power macromodeling RTL and SystemC power feature extraction Trace-driven power and thermal simulation

What You’ll Do Samsung’s Power & Thermal Lab is seeking an RTL focused intern to help build and validate the power models that the simulator runs on real AI memory components. We are a small, fast ‑ moving team where direct ownership and minimal busywork empower every member to tackle the same real‑world problems. Working with authentic data, real partners, and production‑grade results, our contributions flow straight into platforms used across the company. As an intern, you will support research and product teams across multiple projects, including creating and validating IP ‑level power macromodels for AI‑memory components. You will work on real projects with tangible results , receive mentorship, and help shape the scope of work in a collaborative environment where hardware, software, and thermal experts work side‑by‑side on next‑generation AI memory technologies. Location: Daily onsite presence at our San Jose headquarters in alignment with our Flexible Work policy Reports to: SVP, R&D (Power & Thermal Lab)

Develop IP-level power macromodels for AI memory components such as PHY, memory controller, interconnect, and TSV, using analytical models, lookup tables, FSM, neural networks, and their hybrids. Extract activity, value, and state dependent power features from RTL, SystemC, and C simulations. Support calibration with synthesis assisted anchors, circuit level references, and measured data. Validate your models against RTL and gate level power analysis and silicon, and improve them where they disagree. Deliver validated models and regression checks into the trace-driven flow, working with the software engineers on model interfaces. Complete other responsibilities as assigned.

What You Bring

MS or PhD in Electrical and Computer Engineering, Computer Science, or a related field. Must have at least 1 academic quarter/semester remaining. RTL design and analysis experience (Verilog, SystemVerilog, SystemC), and solid C++ or Python. Understanding of dynamic and leakage power in CMOS and interconnect, and the ability to abstract circuit behavior into compact models. Curiosity about power, heat, and AI hardware; you like to measure rather than guess. Experience with power analysis tools such as PrimeTime PX, StarRC, VCS, or PowerArtist, architecture level modeling tools such as McPAT, CACTI, or Wattch, S-parameters and SPICE, UCIe or high speed I/O or 2.5D packaging, preferred 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 The pay range below is for all roles at this level across all US locations and functions. Pay within this range varies by work location and may also depend on job-related knowledge, skills, and experience. This is in addition to our diverse package of benefits centered around the wellbeing of our employees and their loved ones. In addition to the usual Medical/Dental/Vision, our inclusive rewards plan empowers our people to care for their whole selves. An investment in your future is an investment in ours. Relocation Support Live 50+ miles away from your new office? No worries! We'll provide a stipend to help support your move. Housing Stipend Signing a lease on a new place for your summer internship? We'll help you pay your way with a monthly stipend. Give Back With a charitable giving match and frequent opportunities to get involved, we take an active role in supporting the community. 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. Hourly Base Pay Rate $28 — $68 USD Equal Opportunity Employment Policy Samsung Semiconductor takes pride in being an equal opportunity workplace dedicated to fostering an environment where all individuals feel valued and empowered to excel, regardless of race, religion, color, age, disability, sex, gender identity, sexual orientation, ancestry, genetic information, marital status, national origin, political affiliation, or veteran status. When selecting team members, we prioritize talent and qualities such as humility, kindness, and dedication. We extend comprehensive accommodations throughout our recru

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