Full-Time

Member of Technical Staff: Machine Learning Systems

Updated on 5/27/2024

essential AI

essential AI

11-50 employees

AI and machine learning model development

AI & Machine Learning

Senior

San Francisco, CA, USA

Required Skills
Kubernetes
Docker
AWS
Google Cloud Platform
Requirements
  • Strong understanding of AI accelerators like TPU, IPU, HPU
  • Knowledge of parallel computing concepts and distributed systems
  • Experience in performance tuning of LLM workloads
  • 4+ years of industry experience in designing large-scale ML infra systems
  • Experience with training and building large language models using frameworks like Megatron, DeepSpeed
  • Experience with kernel languages like OAI Triton, Pallas and compilers like XLA
  • Experience with INT8/FP8 training and inference, quantization, and distillation
  • Knowledge of container technologies like Docker and Kubernetes and cloud platforms like AWS, GCP
  • Intermediate fluency with network fundamentals like VPC, Subnets, Routing Tables, Firewalls
Responsibilities
  • Design, build, and maintain scalable machine learning infrastructure
  • Implement scalable machine learning and distributed systems
  • Develop tools and frameworks to automate and streamline ML experimentation
  • Collaborate with researchers and product engineers to enhance product experiences
  • Optimize performance and efficiency across different accelerators

This company excels in developing machine learning and artificial intelligence models tailored for everyday applications, making critical technology accessible in multiple languages. It stands out for its commitment to enhancing language translation capabilities, thereby promoting inclusiveness and accessibility in global communications. Working here offers a chance to be at the forefront of AI technology while contributing to solutions that bridge language barriers worldwide.

Company Stage

Series A

Total Funding

$64.5M

Headquarters

San Francisco, California

Founded

2023

Growth & Insights
Headcount

6 month growth

70%

1 year growth

70%

2 year growth

70%