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Together AI
Together AI

Data annotation company.

Machine Learning, Platform Engineer

职能DevOps
级别中级
地点San Francisco, Canada, United States
方式现场办公
类型全职
发布2个月前
立即申请

必备技能

Python

Kubernetes

Rust

Terraform

PyTorch

About the Role

Our team focuses on enabling custom models and dedicated inference on Together. We are responsible for building a container platform, optimizing autoscaling, minimizing cold starts, achieving the best end-to-end model performance, and providing a best-in-class developer experience with great tooling. We often focus on video or audio generation across the stack: CUDA kernels, pytorch optimization, inference engines, container orchestration, queueing theory, etc. An ideal candidate will be great at profiling/optimization but know the word kubernetes, or be intimately familiar with multi-cluster scheduling and have some sense of ML bottlenecks.

Responsibilities

  • New hires may work on multi-cluster orchestration, portfolio optimization, predictive autoscaling, control panes, model bring-up, model optimization, APIs for managing deployments, inference worker SDKs, and CLI tools.

  • Analyze and improve the robustness and scalability of existing distributed systems, APIs, databases, and infrastructure

  • Partner with product teams to understand functional requirements and deliver solutions that meet business needs

  • Write clear, well-tested, and maintainable software and IaC for both new and existing systems

  • Conduct design and code reviews, create developer documentation, and develop testing strategies for robustness and fault tolerance

Requirements

  • 5+ years of demonstrated experience in building large scale, fault tolerant, distributed systems.

  • Experience running serverless inference platforms, doing model bring-up on short notice, being on call, or running a cloud provider is a very big plus

  • Good taste and ability to thoughtfully discuss how what you’ve built has failed over time

  • Experience designing, analyzing and improving efficiency, scalability, and stability of various system resources

  • Excellent understanding of low level operating systems concepts including concurrency, networking and storage, performance and scale

  • Expert-level programmer in one or more of Python, Golang, Rust, C++, or Haskell

  • Proficiency in writing and maintaining Infrastructure as Code (IaC) using tools like Terraform

  • Experience with Kubernetes internals or other container orchestration systems

  • Sound judgement for when to use and when to not use LLMs for code

  • Bachelor’s or Master’s degree in Computer Science, Computer Engineering, or a related technical field, or equivalent practical experience

  • Writing-heavy roles or companies are a plus

About Together AI

Together AI is a research-driven artificial intelligence company. We believe open and transparent AI systems will drive innovation and create the best outcomes for society, and together we are on a mission to significantly lower the cost of modern AI systems by co-designing software, hardware, algorithms, and models. We have contributed to leading open-source research, models, and datasets to advance the frontier of AI, and our team has been behind technological advancement such as Flash Attention, Hyena, Flex Gen, and Red Pajama. We invite you to join a passionate group of researchers and engineers in our journey in building the next generation AI infrastructure.

Compensation

We offer competitive compensation, startup equity, health insurance and other competitive benefits. The US base salary range for this full-time position is: $160,000 - $250,000 + equity + benefits. Our salary ranges are determined by location, level and role. Individual compensation will be determined by experience, skills, and job-related knowledge.

Equal Opportunity

Together AI is an Equal Opportunity Employer and is proud to offer equal employment opportunity to everyone regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, veteran status, and more.

Please see our privacy policy at https://www.together.ai/privacy

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关于Together AI

Together AI

Together AI

Series B

Data annotation company.

51-200

员工数

San Francisco

总部位置

$1.25B

企业估值

评价

10条评价

3.8

10条评价

工作生活平衡

3.5

薪酬

2.5

企业文化

4.2

职业发展

2.8

管理层

3.0

65%

推荐率

优点

Great team spirit and collaboration

Good work-life balance and flexible hours

Supportive work environment

缺点

Below industry standard compensation

High workload and overwhelming workpace

Limited career advancement opportunities

薪资范围

0个数据点

Mid/L4

Senior

Mid/L4 · Product Designer

0份报告

$156,800

年薪总额

基本工资

$156,800

股票

-

奖金

-

$133,280

$180,320

面试评价

3条评价

难度

3.0

/ 5

时长

14-28周

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Coding Rounds

5

System Design Interview

6

Final Interview

常见问题

Coding/Algorithm

System Design

Technical Knowledge

Behavioral/STAR

Infrastructure/SRE