Full-Time

Machine Learning Scientist

Posted on 8/28/2024

Wayfair

Wayfair

10,001+ employees

E-commerce platform for home goods sales

No salary listed

Entry, Junior

Company Historically Provides H1B Sponsorship

Boston, MA, USA

Candidates must comply with hybrid work schedule requirements.

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Required Skills
Python
Requirements
  • Minimum 0-1 years of experience with PhD or 3+ years of industry experience with MSc/BaSc in STEM -- engineering, computer science, economics, etc.
  • Proficiency in Python or one other high-level programming language.
  • The candidate must have a strong theoretical understanding and solid hands-on expertise deploying machine learning solutions into production.
  • Strong written and verbal communication skills, ability to synthesize conclusions for non-experts, and overall bias towards simplicity.
  • Intellectual curiosity and enthusiastic about continuous learning.
Responsibilities
  • Design, build, deploy and refine large-scale machine learning models and algorithmic decision-making systems that solve real-world problems for customers.
  • Work cross-functionally with commercial stakeholders to understand business problems or opportunities and develop appropriately scoped analytical solutions.
  • Collaborate closely with various engineering, infrastructure, and ML platform teams to ensure adoption of best-practices in how we build and deploy scalable ML services.
  • Build robust monitoring, alerting, edge-case handling mechanism.
  • Identify new opportunities and insights from the data (where can the models be improved? what is the projected ROI of a proposed modification?).
  • Be obsessed with the customer and maintain a customer-centric lens in how we frame, approach, and ultimately solve every problem we work on.

Wayfair specializes in selling home goods through its online platform, wayfair.com. It offers a wide variety of products, including furniture, lighting, cookware, and appliances, catering to different styles and budgets for customers ranging from homeowners to interior designers. The company operates a marketplace model that connects consumers with over 5,000 brands, allowing it to provide a large selection of items without managing extensive inventory. Wayfair earns revenue from product sales and advertising fees from suppliers promoting their products on the site. Its extensive product range includes smart kitchen appliances and curated collections, making it easier for customers to find what they need for home improvement projects. Wayfair's goal is to be a one-stop shop for all home-related needs, providing a comprehensive shopping experience.

Company Size

10,001+

Company Stage

IPO

Headquarters

Boston, Massachusetts

Founded

2002

Simplify Jobs

Simplify's Take

What believers are saying

  • Wayfair can leverage AR technology to enhance customer shopping experiences.
  • The shift to hybrid work models increases demand for home office furniture.
  • Wayfair's expansion into physical retail could attract new customer segments.

What critics are saying

  • Shutting down German operations may hinder Wayfair's international growth strategy.
  • Layoffs and tech center closure could impact technological innovation and platform development.
  • Expansion into physical retail may increase operational costs and financial risk.

What makes Wayfair unique

  • Wayfair offers a vast selection of home goods through its marketplace model.
  • The company provides curated collections, simplifying home improvement decision-making for customers.
  • Wayfair's platform connects consumers with over 5,000 brands, enhancing product variety.

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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

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

-3%

2 year growth

-1%
szhxcj
Apr 8th, 2025
Last chance: Wayfair's outdoor sale offers up to 70% off, ends April 8 - pennlive.com

Tuesday, April 8 is your last chance to take advantage of Wayfair's huge Five Days of Deals event, offering up to 70% off home goods and furniture.

Fox 5 Atlanta
Mar 19th, 2025
Wayfair plans to open second large-format store in metro Atlanta

Additionally, Wayfair shut down its German operations, affecting approximately 750 employees.

Rebusiness Online
Mar 17th, 2025
Wayfair to Open 150,000 SF Store in West Midtown Atlanta

This venue will mark Wayfair's second large-format location - as well as its second physical retail store overall - following its first store in Wilmette, Ill., that opened in May 2024.

Stock Titan
Mar 14th, 2025
Wayfair's Physical Retail Expansion Continues: New Atlanta Store Coming in 2026

Wayfair (NYSE: W) has announced plans to open its second large-format store in Atlanta, Georgia in 2026.

MarketBeat
Mar 12th, 2025
Why Wayfair Stock May Be a Hidden Gem for Value Investors

On March 7, Wayfair announced that it was laying off 340 employees from its technology team and is planning to close its Technology Development Center in Austin, Texas.

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