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Snowflake
Snowflake

The Data Cloud.

Senior/Staff Software Engineer - Machine Learning Platform (Inference)

직무머신러닝
경력Staff+
위치US-CA-Menlo Park, United States
근무오피스 출근
고용정규직
게시3개월 전
지원하기

복지 및 혜택

원격 근무

스톡옵션

의료보험

육아휴직

무제한 휴가

필수 스킬

Python

TensorFlow

Apache Spark

Snowflake is about empowering enterprises to achieve their full potential — and people too. With a culture that’s all in on impact, innovation, and collaboration, Snowflake is the sweet spot for building big, moving fast, and taking technology — and careers — to the next level.

Build the future of data. Join the Snowflake team.

The Snowflake Machine Learning Platform team’s mission is to enable customers to bring their machine learning and deep learning workloads to Snowflake. Our customers want to build powerful models with the ever-increasing data in Snowflake but face several challenges including infrastructure optimizations, orchestration, performance, and security. The team aims to solve these challenges by building highly integrated platform solutions that are simple, secure, and enable end-to-end ML workflows. We are on an early journey to build the most scalable machine learning and data platform without sacrificing the benefits of a single platform and governance.

We are looking for outstanding technical leaders who will join our ML Platform team to build the next-generation platform and play a pivotal role in this journey by understanding Snowflake’s core platform architecture and evolving it to enable state-of-the-art machine learning and LLM workloads. Join us to define strategies, set technical directions, design and execute, engage and deliver innovation, and unlock the power of AI for thousands of enterprise customers. This position is based in Menlo Park, CA, and Bellevue, WA.

RESPONSIBILITIES:

  • Help define and own the roadmap, working collaboratively and proactively with senior architects, PMs, and team leadership. The initiatives include platforms and tools that enable customers to do state-of-the-art machine learning on Snowflake natively.

  • Collaboratively build and execute a vision for incorporating new advances in machine learning in ways that best achieve the team’s business objectives.

  • Ensure operational excellence of the services and meet the commitments to our customers regarding reliability, availability, and performance.

  • Collaborate across other ML partner teams to continuously improve ML development velocity and capabilities at Snowflake.

  • Support team members in delivering a high level of technical quality.

IDEAL REQUIREMENTS & QUALIFICATIONS:

  • Have 7+ years of industry experience designing, building, and supporting Internet serving infrastructure, machine learning platforms, machine learning services, and frameworks.

  • Strong track record of working with machine learning systems and/or platforms.

  • Experience in serving LLMs using inference engines like vLLM, TensorRT-LLM, TEI, SGLang, and knowing tradeoffs between them.

  • Experience serving fine-tuned LLMs (PEFT, DPO, RL).

  • Experience with several of the following frameworks: SKLearn, XGBoost, Py Torch, Tensorflow, MLflow is a plus.

  • Previous experience in building batch and real-time ML serving systems preferred.

  • Have built a roadmap and vision around machine learning teams, and led technical decision making with help of architects and PMs and team.

  • BS/MS/PhD in Computer Science or related majors, or equivalent experience

Snowflake employee is expected to follow the company’s confidentiality and security standards for handling sensitive data. Snowflake employees must abide by the company’s data security plan as an essential part of their duties. It is every employee's duty to keep customer information secure and confidential.

Snowflake is growing fast, and we’re scaling our team to help enable and accelerate our growth. We are looking for people who share our values, challenge ordinary thinking, and push the pace of innovation while building a future for themselves and Snowflake.

How do you want to make your impact?

For jobs located in the United States, please visit the job posting on the Snowflake Careers Site for salary and benefits information: careers.snowflake.com http://careers.snowflake.com

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Snowflake 소개

Snowflake

Snowflake

Public

snowflake provides web applications and web hosting services.

1-50

직원 수

Zürich

본사 위치

$70B

기업 가치

리뷰

10개 리뷰

3.9

10개 리뷰

워라밸

2.8

보상

3.5

문화

4.2

커리어

3.2

경영진

3.1

72%

지인 추천률

장점

Innovative/cutting-edge technology

Supportive team and colleagues

Great learning opportunities and training programs

단점

Fast-paced/overwhelming environment

Heavy workload and long hours

High pressure to perform

연봉 정보

2,067개 데이터

Junior/L3

L6

Mid/L4

Senior/L5

Staff/L6

L3

L4

L5

Junior/L3 · Data Scientist

277개 리포트

$252,858

총 연봉

기본급

$171,306

주식

$57,741

보너스

$23,811

$190,229

$354,557

면접 후기

후기 6개

난이도

3.0

/ 5

소요 기간

14-28주

면접 과정

1

Application Review

2

Online Assessment

3

Technical Phone Screen

4

Technical Interview

5

Final Interview Round

자주 나오는 질문

Coding/Algorithm

Technical Knowledge

System Design

Behavioral/STAR