AI-Assisted Memory Design Intern

Location: Singapore

Company

hirify.global develops ultra-low-power semiconductor solutions for wearables, medical devices, IoT products, and AI-powered edge applications.

What you will do

• Analyze conventional memory assist techniques and investigate AI/ML-driven optimization of control logic, supply modulation, voltage generation, and replica or tracking schemes.
• Study memory operating conditions, failure signatures, and robustness across voltage, temperature, process variation, timing, and parasitic effects.
• Explore self-timed, self-adaptive, and intelligent memory techniques that dynamically optimize assist decisions.
• Develop AI/ML-assisted monitoring, prediction, and adaptive control for memory assist, voltage, timing, and read/write operations.
• Document, benchmark, and present the proposed self-adaptive memory architecture and design insights.

Requirements

• Pursuing a BS in Electrical Engineering, Computer Engineering, Microelectronics, or a related field as a rising junior or senior.
• Coursework in digital integrated circuits, analog circuit design, VLSI design, or semiconductor devices.
• Coursework in machine learning, optimization, data analytics, computational methods, or related subjects.
• Basic understanding of CMOS circuit design and IC layout concepts, including DRC/LVS.
• Working knowledge of Python and basic machine learning concepts such as regression and clustering.
• Comfort working with large datasets and strong analytical and problem-solving ability.

Nice to have

• Exposure to Virtuoso, Calibre, SiliconSmart, PrimeTime, or Liberate.
• Interest in low-power IP for edge AI and IoT.
• Curiosity about transistor-level circuit design and eagerness to learn.

Culture & Benefits

• Cross-functional work spanning design, research, development, production, marketing, sales, and operations.
• Opportunity to contribute to complex semiconductor and energy-efficiency challenges.
• Work environment centered on innovation, collaboration, focus, learning, and achievement.