Data Scientist

Company: REVOLVE
Location: Cerritos
Posted on: February 22, 2021

Job Description:

Meet REVOLVE: REVOLVE is the next-generation fashion retailer for Millennial and Generation Z consumers. As a trusted, premium lifestyle brand, and a go-to online source for discovery and inspiration, we deliver an engaging customer experience from a vast yet curated offering totaling over 45,000 apparel, footwear, accessories and beauty styles. Our dynamic platform connects a deeply engaged community of millions of consumers, thousands of global fashion influencers, and more than 500 emerging, established and owned brands. Through 16 years of continued investment in technology, data analytics, and innovative marketing and merchandising strategies, we have built a powerful platform and brand that we believe is connecting with the next generation of consumers and is redefining fashion retail for the 21st century. For more information please visit .
At REVOLVE the most successful team members have a thirst and the creativity to make this the top e-commerce brand in the world. With a team of 1,000+ based out of Cerritos, California we are a dynamic bunch that are motivated by getting the company to the next level. It's our goal to hire high-energy, diverse, bright, creative, and flexible individuals who thrive in a fast-paced work environment. In return, we promise to keep REVOLVE a company where inspired people will always thrive. Some of the sweetest perks we offer aren't in a typical benefit package like hefty discount on items we carry - as in 50% or more off retail prices. To take a behind the scenes look at the REVOLVE "corporate" lifestyle check out our or #lifeatrevolve.
Are you ready to set the standard for Premium apparel?Main purpose of the Data Scientist role:This is a full time role for a candidate who has diverse skill sets across math and computer science, and is dedicated to solving complex and analytically challenging problems here at Revolve. Major Responsibilities:Essential Duties and Responsibilities include the following. Other duties may be assigned.

• Partner closely with business leaders in Marketing, Product, Operations, Buying team to plan out valuable data science projects
• Conduct complex analysis and build models to uncover key learning form data, leading to appropriate strategy recommendations.
• Work closely with the DBA to improve BI's infrastructure, architect the reporting system, and invest in time for technical proof of concept.
• Serve as an algorithm and engineering lead to build advanced quantitative solutions.
• Work closely with the business intelligence and tech team to define, automate and validate the extraction of new metrics from various data sources for use in future analysis
• Work alongside business stakeholders to apply our findings and models in website personalization, product recommendations, marketing optimization, to fraud detection, demand forecast, CLV prediction.
  Required Competencies:To perform the job successfully, an individual should demonstrate the following competencies:
  • Outstanding analytical skills, with strong academic background in statistics, math, science or technology.
  • High comfort level with programming, ability to learn and adopt new technology with short turn-around time.
  • Knowledge of quantitative methods in statistics and machine learning
  • Intense intellectual curiosity - strong desire to always be learning
  • Proven business acumen and results oriented.
  • Ability to demonstrate logical thinking and problem solving skills
  • Strong attention to detail
    Minimum Qualifications:
    • Master Degree is required
    • 3+ years of DS and ML experience in a strong analytical environment.
    • Proficient in Python, NumPy and other packages with experience deploying end to end ML models
    • Familiar with statistical and ML methodology: causal inference, logistic regression, tree-based models, clustering, model validation and interpretations.
    • Experience with AB Testing and pseudo-A/B test setup and evaluations, familiar with Propensity score matching and synthetic control
    • Advanced SQL experience, query optimization, Data extract
    • Ability to build, validate, and productionize models
      Preferred Qualifications:
      • PhD in a quantitative field
      • Strong business acumen
      • 5+ years of DS and ML experience preferred
      • Advanced SQL and Python, with query and coding optimization experience
      • Experience with E-commerce marketing and product analytics is a plus
      • Familiarity with Docker, Flask, Google Analytics API, GIT
        A successful candidate works well in a dynamic environment with minimal supervision. At REVOLVE we all roll up our sleeves to pitch-in and do whatever it takes to get the job done. Each day is a little different, it's what keeps us on our toes and excited to come to work every day.

Keywords: REVOLVE, Cerritos , Data Scientist, Other , Cerritos, California