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AI Solutions Architect

2 months ago


California, United States Acceler8 Talent Full time

AI Solutions Architect

Become a vital member of our pioneering team as an AI Solutions Architect, where we are dedicated to transforming hardware engineering through innovative models aimed at significantly improving the design workflow. Our goal is to autonomously create state-of-the-art hardware designs, enhancing efficiency and cost-effectiveness in the sector.

About Acceler8 Talent

We are committed to revolutionizing hardware design methodologies, established by industry leaders with experience from prestigious organizations and backed by esteemed investors. Our team is united by a mission to optimize hardware design, utilizing knowledge from fields that intersect artificial intelligence and semiconductor technology.

Role Overview

In the capacity of an AI Solutions Architect, you will be instrumental in developing and assessing extensive systems that integrate interconnected LLMs, NLP frameworks, and retrieval algorithms. Your tasks will include organizing data for training sophisticated models, refining both open-source and proprietary models under diverse constraints, and innovating search and retrieval algorithms. You will be responsible for implementing and assessing models while tackling demanding engineering challenges such as latency and expensive model inference.

What We Offer

  • Opportunity to lead advancements in hardware engineering through AI integration.
  • A collaborative environment focused on innovation and state-of-the-art technology.
  • Competitive compensation and a comprehensive benefits package.
  • Flexible working hours with potential remote work options.
  • Professional development opportunities with ongoing learning support.
  • A chance to contribute to a rapidly evolving field that bridges AI and semiconductor industries.

Key Responsibilities

  • Develop and assess extensive systems that incorporate interconnected LLMs, NLP frameworks, and retrieval algorithms.
  • Organize data effectively for training complex models.
  • Enhance both open-source and proprietary models, taking various constraints into account.
  • Design and implement innovative search and retrieval algorithms.
  • Conduct model evaluations and assessments.
  • Address significant engineering challenges such as latency and costly model inference.

Essential Qualifications

  • Deep understanding of NLP and LLMs.
  • Strong expertise in PyTorch.
  • Demonstrated excellence in data engineering and AI capabilities.
  • Publications in leading AI conferences and competitions.
  • Experience with top AI companies and research institutions.
  • Ability to translate research papers into production-ready code.
  • Experience in complex ML domains.
  • A passion for solving intricate problems and a drive to innovate.

Preferred Qualifications

  • Experience with code generation models.
  • Background in reinforcement learning.
  • A passion for tackling 0 to 1 challenges and a proven drive to excel in the field.

This position presents an exciting opportunity to contribute to groundbreaking advancements in hardware engineering while working in a dynamic and collaborative environment. If you are passionate about machine learning and eager to make a significant impact, we encourage you to explore this opportunity with us.