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Full-Time

Staff Data Scientist

Search

Posted on 4/6/2024

Faire

Faire

1,001-5,000 employees

Online wholesale marketplace for independent retailers

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

Senior

Canada

Category
Data Science
Data & Analytics
Required Skills
SQL
Requirements
  • 3+ years of industry experience using machine learning to solve real-world problems
  • Experience with search/query processing for product development
  • Experience with traditional, semantic, and hybrid search frameworks (e.g. Elasticsearch, Solr, FAISS)
  • Strong programming skills
  • An excitement and willingness to learn new tools and techniques
  • Experience with relational databases and SQL
  • The ability to contribute to team strategy and to lead model development without supervision
  • Strong communication skills and the ability to work with others in a closely collaborative team environment
Responsibilities
  • Developing machine learning-powered search ranking models
  • Adding personalization to search and discovery
  • Determining relevance of products to retailers in real-time
  • Creating real-time embeddings of users' interests for rankings
  • Improving purchase flow
  • Enabling A/B tests to converge quickly with low sample sizes

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

0%

1 year growth

-3%

2 year growth

2%

Benefits

Time off

Parental leave

Daily mindfulness

Annual learning grant

Thoughtfully designed spaces

Fitness & wellbeing benefits

Mental health benefits

Charitable matching

Career planning

INACTIVE