Full-Time

Machine Learning Scientist

Global Supplier Tech

Posted on 8/15/2024

Wayfair

Wayfair

10,001+ employees

E-commerce platform for home goods sales

Consumer Software
Consumer Goods

Junior, Mid

Company Historically Provides H1B Sponsorship

Boston, MA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Airflow
Apache Spark
SQL
Java
Docker
AWS
Hadoop
C/C++
Computer Vision
Data Analysis
Google Cloud Platform
Requirements
  • Advanced degree (PhD) in a quantitative field (e.g. mathematics, economics, computer science, engineering, physics, neuroscience, operations research, etc.) or 1-2 years of experience with a Masters in a quantitative field or 4+ years of experience with a Bachelors in a quantitative field
  • Machine Learning using a wide range of techniques (such as supervised/weakly supervised learning, computer vision, deep learning, etc.)
  • Proficient at one or more programming languages, e.g. Python, Java, C++, etc.
  • Experience building scalable data processing pipelines with big data tools such as Hadoop, Hive, SQL, Spark, etc.
  • Experience with cloud compute (i.e. GCP, AWS), schedulers (i.e. Airflow), and containerization (Docker) are nice to have
  • Ability to effectively work with business leads: strong communication skills, ability to synthesize conclusions for non-experts and desire to influence business decisions
  • A bias towards solving problems and an intuitive sense for how the work aligns closely with business objectives
  • Ability to thrive in a dynamic environment where there can be varying levels of ambiguity
Responsibilities
  • Develop sophisticated and cutting-edge Machine Learning models using Wayfair’s product and customer data to power a wide range of company initiatives
  • Integrate model outputs into a variety of end use cases with partner business and engineering teams to drive value for Wayfair
  • Work with partner engineering teams to build real-time models & services for widespread consumption across Wayfair
  • Stay up-to-date on the latest ML research and appropriately utilize state-of the-art techniques in delivering solutions
  • Drive the development, implementation, testing and governance of ML solutions
  • Communicate results and influence decision making with senior stakeholders to drive improvements in end-to-end processes

Wayfair specializes in e-commerce for home goods, providing a wide selection of products such as furniture, lighting, cookware, and appliances through its website, wayfair.com. The company operates a marketplace platform that connects consumers with over 5,000 brands, allowing it to offer a vast range of items without maintaining extensive inventory. This model enables Wayfair to earn revenue from product sales and advertising fees from suppliers promoting their products. Wayfair's product offerings include everything from smart kitchen appliances to indoor playsets, catering to various customer needs and budgets. Its competitive edge comes from being a one-stop shop for home-related products, simplifying the shopping experience with appliance packages and curated collections. The goal of Wayfair is to meet the diverse needs of its customers while providing a comprehensive online shopping experience for home goods.

Company Stage

IPO

Total Funding

$341.4M

Headquarters

Boston, Massachusetts

Founded

2002

Growth & Insights
Headcount

6 month growth

0%

1 year growth

6%

2 year growth

-3%
Simplify Jobs

Simplify's Take

What believers are saying

  • Wayfair's use of AI has improved conversion rates by 2%.
  • The company is expanding into physical retail, opening luxury stores under the Perigold brand.
  • Wayfair Professional's 2025 Design Trends cater to both residential and commercial spaces.

What critics are saying

  • Wayfair's exit from Germany may harm its brand perception in Europe.
  • The departure of COO Thomas Netzer could lead to leadership instability.
  • Opening brick-and-mortar stores may strain financial resources and shift focus from online sales.

What makes Wayfair unique

  • Wayfair offers a vast selection of home goods, making it a one-stop shop.
  • The company uses AI to enhance product catalogs, improving customer experience.
  • Wayfair's marketplace model connects consumers with over 5,000 brands, reducing inventory needs.

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Benefits

Paid Holidays

Paid Vacation

Full Health Benefits

Life Insurance

Disability Insurance

Mental Health Support

Family Planning Benefits

Parental Leave

401(k) Company Match

Employee Discount

INACTIVE