Intern – DRAM Reliability Modeling and Benchmarking
Our vision is to transform how the world uses information to enrich life for all.
Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever.
Responsibilities
During this internship, you will:
- Learn DRAM reliability fundamentals, aging mechanisms, degradation models, and reliability qualification methodologies.
- Document end-to-end reliability workflows, setup procedures, and best-known methods.
- Evaluate netlist, model, and simulation requirements for large-scale reliability studies.
- Study various reliability models and identify benchmark test vehicles.
- Perform comparative benchmarking of different reliability models using representative DRAM circuits.
- Analyze reliability-induced degradation in:
- Delay and timing performance
- Circuit functionality
- Runtime and computational efficiency
- Model scalability
- Actively leverage AI‑based tools, agentic workflows, and automation frameworks to:
- Accelerate schematic optimization and design‑space exploration
- Assist in parasitic analysis, sensitivity studies, and corner coverage
- Improvise and automate reliability study workflows
- Conduct block-level reliability studies on critical DRAM circuits including:
- Wordline drivers
- Sense amplifiers
- Command and control paths
- Peripheral circuitry
- Investigate recovery, relaxation, and workload-aware reliability behavior.
- Evaluate dynamic stress and aging effects under realistic operating conditions.
- Execute full-chip reliability studies and assess scalability challenges.
- Develop automation, data analysis, and comparison frameworks to accelerate benchmarking.
- Present progress and technical findings to cross-functional engineering teams.
- Prepare a final technical report and executive recommendation.
Minimum Qualifications
- Currently pursuing a PhD in:
- Electrical Engineering
- Electronics Engineering
- Computer Engineering
- Semiconductor Devices
- Or a related field
- Strong understanding of CMOS circuit design fundamentals.
- Knowledge of semiconductor device physics and reliability concepts.
- Familiarity with SPICE simulation environments.
- Experience analyzing circuit performance and timing behavior.
- Strong analytical and problem-solving skills.
- Ability to independently execute research-driven projects.
- Excellent written and verbal communication skills.
Preferred Qualifications
- Research experience in semiconductor reliability, aging, or compact modeling.
- Experience with SPICE simulators such as Spectre, PrimeSim, HSPICE, or FineSim.
- Familiarity with reliability mechanisms such as:
- BTI (Bias Temperature Instability)
- HCI (Hot Carrier Injection)
- TDDB (Time Dependent Dielectric Breakdown)
- Electromigration
- Experience with Python, Tcl, MATLAB, or data analysis tools.
- Knowledge of memory circuits including DRAM, SRAM, or embedded memories.
- Experience handling large simulation datasets and benchmarking studies.
Published research in reliability modeling, semiconductor devices, or circuit design is a plus.
About Micron Technology, Inc.
We are an industry leader in innovative memory and storage solutions transforming how the world uses information to enrich life for all. With a relentless focus on our customers, technology leadership, and manufacturing and operational excellence, Micron delivers a rich portfolio of high-performance DRAM, NAND, and NOR memory and storage products through our Micron® and Crucial® brands. Every day, the innovations that our people create fuel the data economy, enabling advances in artificial intelligence and 5G applications that unleash opportunities — from the data center to the intelligent edge and across the client and mobile user experience.
To learn more, please visit micron.com/careers
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.
To request assistance with the application process and/or for reasonable accommodations, please contact hrsupport_india@micron.com
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