Staff Machine Learning Platform Engineer jobs in United States
cer-icon
Apply on Employer Site
company-logo

Faire · 1 month ago

Staff Machine Learning Platform Engineer

positionSan Francisco, CA
timeFull-time
remoteHybrid
senioritySenior Level, Lead/Staff
money$22K/yr - $308K/yr
date5+ years exp

Faire is an online wholesale marketplace dedicated to supporting independent retailers and empowering small businesses globally. They are looking for a Staff Machine Learning Platform Engineer to lead the design and execution of their machine learning platform, focusing on creating scalable systems that enhance marketplace efficiency and customer experiences.

E-CommerceMarketplaceRetailRetail TechnologyWholesale
check
Comp. & Benefits
check
H1B Sponsor Likelynote

Responsibilities

Design and build highly scalable machine learning systems that the entire company will use. Examples of these include (but are not limited to)
“Machine-Learning-as-a-service”
Feature store, including batch and real-time feature computation, serving, and monitoring
Deep learning infrastructure that powers Faire’s language and image models
Model prediction services to manage model deployment, inference and monitoring
Partner with our internal customers to understand their ML development pain points and craft platform solutions to address them
Provide technical mentorship to ML engineers and interns on the team
Help shape the long-term strategy and grow the team

Qualification

Machine learning systemsFeature storeDeep learning infrastructureModel prediction servicesPython/Java codingBackend system architecturesEngineering best practicesTeam growth strategySoftware development principlesTechnical mentorship

Required

5+ years experience building production machine learning systems or platform components such as feature store, model training framework, ML prediction service etc
Degree in a relevant discipline such as Computer Science, Machine Learning, or another similar field
Strong coding skills in Python/Java or equivalent
Experience working within common backend system architectures (e.g. microservices)
Strong understanding of engineering and infrastructure best practices, general software development principles with a machine learning software development life-cycle orientation

Benefits

Equity
Benefits

Company

Faire

twittertwittertwitter
Glassdoor4.3
company-logo
Faire is a marketplace and wholesale platform that helps retailers find and buy wholesale merchandise for their stores.
dateFounded in 2017
location
San Francisco, California, USA
people-size1001-5000 employees
web-link
https://www.faire.com

H1B Sponsorship

Faire has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (19)
2024 (8)
2023 (14)
2022 (26)
2021 (9)
2020 (4)

Funding

Current Stage
Late Stage
Total Funding
$1.71B
Key Investors
WCM Investment ManagementShopifySequoia Capital
2025-11-17Secondary Market
2023-09-27Corporate Round
2022-05-10Series G· $416M

Leadership Team

leader-logo
Max Rhodes
Co-founder and CEO
linkedin
leader-logo
Daniele Perito
Board Member & Co-Founder
linkedin

Recent News

Digital Commerce 360
CPGIO adds five retail marketplaces as brand partners
2025-12-31
PR Newswire
CPGIO Expands Digital Retail Footprint with Strategic Marketplace Launches Across Nordstrom, Chewy, Lowe's, Faire, and Best Buy
2025-12-30
Digital Commerce 360
B2B marketplace Faire reaches $5.2 billion valuation
2025-12-07
Company data provided by crunchbase