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Full-Time

Machine Learning Scientist

Global Supplier Tech

Confirmed live in the last 24 hours

Wayfair

Wayfair

10,001+ employees

E-commerce platform for home goods sales

Consumer Software
Consumer Goods

Junior, Mid

Boston, MA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Apache Spark
SQL
Java
Docker
AWS
Apache Hive
Hadoop
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 managing extensive inventory. Wayfair generates revenue by selling these products and charging advertising fees to suppliers who want to promote their items on the site. Its product offerings include everything from smart kitchen appliances to indoor playsets, catering to various customer needs and budgets. Wayfair stands out from competitors by being a one-stop shop for home-related products, enhancing the shopping experience with appliance packages and curated collections. The company's goal is to simplify home improvement projects for customers by providing a comprehensive selection of home goods.

Company Stage

IPO

Total Funding

$2.3B

Headquarters

Boston, Massachusetts

Founded

2002

Growth & Insights
Headcount

6 month growth

-7%

1 year growth

2%

2 year growth

-11%
Simplify Jobs

Simplify's Take

What believers are saying

  • Wayfair's extensive product range and strategic sales events, like Black Friday in July, provide employees with opportunities to drive significant revenue growth.
  • The company's expansion into brick-and-mortar stores offers new career opportunities and the potential for increased market penetration.
  • Wayfair's focus on sustainability and corporate responsibility initiatives can attract talent interested in making a positive social and environmental impact.

What critics are saying

  • The highly competitive e-commerce market requires Wayfair to continuously innovate to maintain its market position.
  • The company's reliance on a marketplace model means it must effectively manage relationships with over 5,000 brands to ensure product quality and availability.

What makes Wayfair unique

  • Wayfair's marketplace model allows it to offer a vast selection of home goods without the need for extensive inventory management, unlike traditional retailers.
  • The company's focus on curated collections and appliance packages simplifies the shopping experience, setting it apart from competitors who offer less personalized options.
  • Wayfair's commitment to sustainability, including ambitious zero waste goals, enhances its brand appeal in an increasingly eco-conscious market.