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SambaNova
SambaNova

AI computing company

Software Engineer, ML Inference Performance

职能机器学习
级别中级
地点Palo Alto, California, 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

PyTorch

TensorFlow

Machine Learning

The era of pervasive AI has arrived. In this era, organizations will use generative AI to unlock hidden value in their data, accelerate processes, reduce costs, drive efficiency and innovation to fundamentally transform their businesses and operations at scale.

Samba Nova Suite™ is the first full-stack, generative AI platform, from chip to model, optimized for enterprise and government organizations. Powered by the intelligent SN40L chip, the Samba Nova Suite is a fully integrated platform, delivered on-premises or in the cloud, combined with state-of-the-art open-source models that can be easily and securely fine-tuned using customer data for greater accuracy. Once adapted with customer data, customers retain model ownership in perpetuity, so they can turn generative AI into one of their most valuable assets.

About The Role

The Principal Compiler Engineer - ML Systems position will be responsible for working with the different layers of the compiler stack and coordinating with other development teams here at Samba Nova. It is a critical role responsible for driving innovation in compiler infrastructure and optimization algorithms that enable state-of-the-art ML model performance on the Samba Nova platform. This can involve anything from digging through Py Torch and machine learning models to determining how to map operations on to our underlying hardware.

Responsibilities

  • Lead compiler engineering through ensuring standard methodologies, enterprise product insertion and process evolution.

  • Work with peers, domain experts, developers, customers, and work across the enterprise seeking optimal solutions.

  • Develop, integrate, and implement products.

  • Provide support for proposals in key areas aligned with core team competencies.

Basic Qualifications

  • Bachelor’s or Master’s Degree in Computer Science, Computer Engineering, or equivalent with5-10 years of industry experience.

Additional Qualifications

  • Deep theoretical understanding of compiler fundamentals.

  • Experience building and deploying software products.

  • Experience with one or more deep learning frameworks (i.e. Tensor Flow, Py Torch) is a plus.

  • Experience with common compiler development practices and methodologies.

  • Excitement about high-performance systems engineering and performance debugging.

  • An appreciation for process and developing cross-disciplinary collaboration.

Preferred Qualifications

  • Experience with MLIR.

  • Familiarity with machine learning models and frameworks.

  • Familiarity with accelerated computing.

  • Exposure to dataflow architectures.

Submission Guidelines

Please note that in order to be considered an applicant for any position at Samba Nova Systems, you must submit an application form for each position for which you believe you are qualified.

EEO Policy
Samba Nova Systems is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard basis of age (40 and over), color, disability, gender identity, genetic information, marital status, military or veteran status, national origin/ancestry, race, religion, creed, sex (including pregnancy, childbirth, breastfeeding), sexual orientation, and any other applicable status protected by federal, state, or local laws.

Benefits Summary for US-Based, Full-Time Employment Positions
Samba Nova offers a competitive total rewards package, including the base salary, plus equity and benefits. We cover 95% premium coverage for employee medical insurance, and 77% premium coverage for dependents and offer a Health Savings Account (HSA) with employer contribution. We also offer Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life, and AD&D insurance plans in addition to Flexible Spending Account (FSA) options like Health Care, Limited Purpose, and Dependent Care. Our library of well-being benefits available to you and your dependents includes a full subscription to Headspace, Gympass+ membership with access to physical gyms, One Medical membership, counseling services with an Employee Assistance Program, and much more.

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关于SambaNova

SambaNova

SambaNova

Public

Intel Capital Corporation started off as the investment arm of Intel Corporation in 1991 and in January 2025, it spun off as a standalone investment fund.

201-500

员工数

Santa Clara

总部位置

评价

10条评价

4.3

10条评价

工作生活平衡

3.8

薪酬

4.2

企业文化

4.5

职业发展

3.9

管理层

3.4

78%

推荐率

优点

Supportive team and colleagues

Good benefits and competitive compensation

Flexible work arrangements and remote options

缺点

Heavy workload and overtime expectations

Fast-paced and high-pressure environment

Management direction and communication issues

薪资范围

35个数据点

Staff/L6

Staff/L6 · Principal Technical Writer

1份报告

$172,500

年薪总额

基本工资

$150,000

股票

-

奖金

-

$172,500

$172,500

面试评价

1条评价

难度

4.0

/ 5

时长

14-28周

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

常见问题

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Culture Fit