Software Engineer, Senior Staff

1 week ago

Santa Clara, United States d-Matrix Full time
d-Matrix has fundamentally changed the physics of memory-compute integration with our digital in-memory compute (DIMC) engine. The "holy grail" of AI compute has been to break through the memory wall to minimize data movements. We've achieved this with a first-of-its-kind DIMC engine. Having secured over $154M, $110M in our Series B offering, d-Matrix is poised to advance Large Language Models to scale Generative inference acceleration with our chiplets and In-Memory compute approach. We are on track to deliver our first commercial product in 2024. We are poised to meet the energy and performance demands of these Large Language Models.The company has 100+ employees across Silicon Valley, Sydney and Bengaluru.

Our pedigree comes from companies like Microsoft, Broadcom, Inphi, Intel, Texas Instruments, Lucent, MIPS and Wave Computing. Our past successes include building chips for all the cloud hyperscalers globally - Amazon, Facebook, Google, Microsoft, Alibaba, Tencent along with enterprise and mobile operators like China Mobile, Cisco, Nokia, Ciena, Reliance Jio, Verizon, AT&AT. We are recognized leaders in the mixed signal, DSP connectivity space, now applying our skills to next generation AI.

Location: Breckenridge, CO or Santa Clara, CA (HQ) or Remote

What You Will Do:

In this role, you will join D-Matrix's Simulations team. The team provides virtual platforms that enable software development early in our product development cycle. These platforms include functional reference models, cycle approximate simulations, and detailed cycle-accurate simulations.

You will be responsible for implementing a unified performance modeling strategy that can be leveraged across our simulations. You have contributed to a cycle-accurate or cycle-approximate simulator of a developing architecture. Given a specification document, you can produce a functional and performant model of a hardware block. You understand speeds, feeds, and common congestion issues and can debug them through correlation with RTL simulation or emulation. You consider yourself an expert in C++ and proficient in Python. You are comfortable leading junior engineers and contractors.

What You Will Bring:
•MS in Computer Science, Electrical Engineering, Math, Physics or related degree with 10+ Years of Industry Experience
•Expert in C++ with proficiency in Python
•Comfortable developing in a Linux environment using common version control and development tools
•Experience implementing performance simulators in C++ using frameworks such as SPARTA, SystemC, Gem5, or GPGPU-Sim
•Experience correlating performance simulators to hardware implementation
•Strong sense of ownership with the ability to delegate tasks to others

Desired:
•Prior startup, small team, or incubation experience
•You have experience with distributed systems, HPC, or cloud computing
•Familiarity with standard transformer and generative ML models such as BERT, GPT2, and Llama

Equal Opportunity Employment Policy

d-Matrix 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.

d-Matrix does not accept resumes or candidate submissions from external agencies. We appreciate the interest and effort of recruitment firms, but we kindly request that individual interested in opportunities with d-Matrix apply directly through our official channels. This approach allows us to streamline our hiring processes and maintain a consistent and fair evaluation of al applicants. Thank you for your understanding and cooperation.

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