Performance Modeling Engineer

Matx Inc
Mountain View, CA, United States
6 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Compensation
$160,000 - $275,000
Working hours
Regular working hours
Job source

Tech stack

Artificial Intelligence Large Language Models

Job description

  • Translate AI accelerator architecture into performance models
  • Maintain modeling framework capabilities and releases
  • Automate creation of detailed tensor layouts for frontier LLMs
  • Create tools, compilers, and automations to integrate with the broader organization tech stack
  • Collaborate with ML, Software, and Architecture teams to support experiments and workflows

Requirements

  • Strong background in performance modeling
  • Strong working knowledge of latest LLM model architectures
  • Experience with computer architecture, particularly AI accelerators

Benefits & conditions

The US base salary for this full-time position is determined based on a variety of factors including role, experience, location, job related skills, and relevant education and training. Career length is only a guideline for compensation.

  • Early Career - $160,000 - $275,000 + equity
  • Mid Career - $175,000 - $450,000 + equity
  • Senior Career - $275,000 - $600,000 + equity

What We Offer

  • Time off: 4 weeks PTO (accrued) + 12 company Holidays + up to 3 weeks remote work
  • Health: Company-subsidized Medical (Kaiser or Anthem) for employees & dependents, Guardian Dental and Vision insurances for employee & dependents, and life insurance (employee only), plus HSA and FSA offerings via Lively.
  • Financial Wellbeing: Choose from Roth IRA or 401K (or both) retirement plans with up to 5% company contribution to 401K (even if you don’t contribute). Also, 100% company-paid life insurance (up to $300K) and long-term disability insurances.
  • Professional Development: $1500 Professional Development Budget (per year)
  • Team Meals: MatX provides onsite team lunch & dinner Monday - Friday, with your choice of ordering via WeBox, Specialty’s or via our reimbursement system
  • Commute on Us: Commute on our company Uber account, or reimburse your train rides. Either way, we pay 100% for your daily commute.
  • MatX E[x]tras: $50/mo to use on the perk you value most
  • Cell & Internet Reimbursement: $35/mo for cellular and $40/mo for wifi
  • Remote Home Setup: Use our Amazon business account for up to $1000 in office setup purchases.
  • Mental Wellbeing: 100% paid mental health benefit via SpringHealth and Guardian EAP.
  • Support to Parents: Up to 12 weeks paid parental leave regardless of path to parenthood, 10 weeks pregnancy disability leave, flexible return-to-work hours, and Benepass reproductive health & parental benefit.

About the company

MatX’s mission is to make the world’s best AI models run as efficiently as allowed by physics, bringing the world years ahead in AI quality and availability.

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