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Full-Time

Staff Machine Learning Platform Engineer

Confirmed live in the last 24 hours

Faire

Faire

1,001-5,000 employees

Online wholesale marketplace for independent retailers

Data & Analytics
Consulting
AI & Machine Learning
Real Estate
Consumer Goods

Compensation Overview

$209k - $288kAnnually

+ Equity + Benefits

Senior, Expert

San Francisco, CA, USA

Category
Applied Machine Learning
AI & Machine Learning
DevOps & Infrastructure
Required Skills
Python
Java
Requirements
  • 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
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

Faire provides an online wholesale marketplace that empowers independent retailers with technology-driven solutions, including data analysis and machine learning. These tools enhance product discovery and sales efficiency, enabling retailers to compete more effectively on a global scale. By prioritizing technological advancement and data-driven strategies, this company fosters a culture of innovation and continuous improvement, which makes it a stimulating workplace for those passionate about leveraging technology to solve real-world business challenges.

Company Stage

Series G

Total Funding

$1.7B

Headquarters

San Francisco, California

Founded

2017

Growth & Insights
Headcount

6 month growth

2%

1 year growth

-6%

2 year growth

-1%
Simplify Jobs

Simplify's Take

What believers are saying

  • Faire's collaboration with Shopify and other major retailers like Target offers employees exposure to high-profile partnerships and innovative market strategies.
  • The company's rapid growth and high valuation, currently at $12.59 billion, indicate strong financial health and promising career advancement opportunities.
  • Working at Faire provides the chance to be part of a dynamic and expanding company that is revolutionizing the wholesale market, similar to how Amazon transformed consumer products.

What critics are saying

  • The high turnover in top leadership positions could lead to strategic instability and affect company morale.
  • Faire operates in a highly competitive market, facing pressure from established giants like Amazon and emerging platforms, which could impact its market share and growth.

What makes Faire unique

  • Faire's focus on B2B wholesale marketplaces sets it apart from traditional e-commerce platforms, providing unique opportunities for small and medium-sized businesses to reach broader audiences.
  • The strategic partnership with Shopify, which named Faire its 'recommended wholesale marketplace,' significantly enhances Faire's credibility and market reach.
  • Faire's rapid geographic expansion and impressive sales milestones, such as reaching $150 million in sales across 15 European markets within six months, highlight its robust growth trajectory.

Benefits

Time off

Parental leave

Daily mindfulness

Annual learning grant

Thoughtfully designed spaces

Fitness & wellbeing benefits

Mental health benefits

Charitable matching

Career planning