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Together AI
Together AI

Data annotation company.

Machine Learning, Platform Engineer

직무DevOps
경력미들급
위치San Francisco, Canada, United States
근무오피스 출근
고용정규직
게시2개월 전
지원하기

필수 스킬

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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Together AI 소개

Together AI

Together AI

Series B

Data annotation company.

51-200

직원 수

San Francisco

본사 위치

$1.25B

기업 가치

리뷰

10개 리뷰

3.8

10개 리뷰

워라밸

3.5

보상

2.5

문화

4.2

커리어

2.8

경영진

3.0

65%

지인 추천률

장점

Great team spirit and collaboration

Good work-life balance and flexible hours

Supportive work environment

단점

Below industry standard compensation

High workload and overwhelming workpace

Limited career advancement opportunities

연봉 정보

0개 데이터

Mid/L4

Senior

Mid/L4 · Product Designer

0개 리포트

$156,800

총 연봉

기본급

$156,800

주식

-

보너스

-

$133,280

$180,320

면접 후기

후기 3개

난이도

3.0

/ 5

소요 기간

14-28주

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Coding Rounds

5

System Design Interview

6

Final Interview

자주 나오는 질문

Coding/Algorithm

System Design

Technical Knowledge

Behavioral/STAR

Infrastructure/SRE