Data Scientist

Revolve

$90K — $120K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's Degree in a related field required
  • 3+ years of Data Science and Machine Learning experience
  • Proficient in Python, NumPy, and related libraries
  • Advanced SQL experience with query optimization
  • Familiar with statistical methods and ML methodologies
  • Experience with A/B Testing and evaluation techniques

Responsibilities

  • Collaborate with business leaders to identify and prioritize data science projects
  • Conduct complex data analyses and develop models for strategic recommendations
  • Enhance BI infrastructure and assist with reporting system architecture
  • Automate and validate data extraction from diverse sources
  • Implement findings into website personalization, product recommendations, and demand forecasting

Benefits

  • Dynamic work environment with minimal supervision
  • Opportunity to work at a leading e-commerce brand
  • Exposure to a wide range of business functions
  • Focus on continuous learning and professional development
  • Collaborative team culture with a high-energy atmosphere
Full Job Description
Main purpose of the Data Science Analyst role:

Use a diverse skill sets across math and computer science, 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.
  • 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
  • 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
  • Advanced SQL experience, query optimization, data extract
  • Ability to build, validate, and productionize models

Preferred Qualifications:
  • Strong business acumen
  • Experience in deploying end to end Machine Learning models
  • 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

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.

A reasonable estimate of the current base salary range is $90,000 to $120,000 per year.

ATTENTION:

After submitting your application, please check your spam folder for emails on your application status. Emails are sent from an ADP email address.

The following job description contains representative examples of work that will be performed in positions allocated to this classification. It is not required that any position perform all of the duties listed, so long as primary responsibilities are consistent with the work as described. Roles and responsibilities can often be expanded to accommodate changing business conditions and goals, as well as to tap into the skills and talents of the individuals in the company. Accordingly, associates may be asked to perform duties that are outside the specific functions that are listed.

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