FabFitFun
Hybrid

Data Scientist

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FabFitFun is seeking a Data Scientist to help support business stakeholders, recognize and capitalize on opportunities in our rich datasets, and help develop long-term processes and pipelines. In this role, the Data Scientist will use machine learning algorithms to help solve real business problems as well as perform the necessary data mining/cleaning, relevant statistical analyses, and tuning/implementation of appropriate models and algorithms. Our ideal candidate will be up to date with modern techniques and algorithms and possess knowledge and/or experience of subscription business models. 

What you’ll do:

  • Assist in carrying out analyses for various business teams
  • Develop clear visualizations to convey complex ideas
  • Perform deep and continuous exploration of high-volume data
  • Contribute to and manage standards of documentation on model development and data dictionary
  • Analyze data from multiple databases (Stripe, Recurly, etc) to drive optimization and improvement of product recommendation, customer segmentation, marketing attribution etc.
  • Develop, tune, and deliver various models and algorithms
  • Utilize Jupyter Notebook to create, test, and display data cleaning, data science models and testing
  • Own analytics projects from start to delivery (business requirements ,data collection, model development and operationalizing models )
  • Visualize and present data for stakeholders using different reporting platforms ( e.g: D3, ggplot, mpl,seaborn, Looker etc.)

What you’ll bring:

  • Bachelor’s or Master’s degree in Data Science, Engineering or Related Field
  • 1+ years of relevant work experience in Data Science, machine learning, statistics 
  • Self-starter attitude and ability to take on projects with little direction
  • Proven ability to tackle business problems with data science solutions
  • Strong background in Statistics and statistical modeling
  • Knowledge of Machine Learning algorithms (SVM,KNN, Decision Trees, Random Forests, regression, etc.)
  • Excellent programming skills (Python, Pandas, Numpy, Scipy, SQL)
  • Experience with consumer/consumer-facing data
  • Experience with 1 or 2 of the following is highly preferred:
    • Recommender systems
    • Time-series analysis and ARIMA models
    • Financial transactional data
    • Experience with deploying models with real time training

What you’ll get:

  • Opportunity to work on rich data sets with direct business impact
  • Ability to work on major projects in areas like product recommendation, user segmentation, churn and retention prediction
  • Amazing benefits including medical, dental, vision, FSA, and 401k
  • Unlimited PTO
  • Catered meals, kitchen stocked with great snacks and drinks
  • Free FabFitFun subscription and and quarterly credit in the Add-Ons store
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What are FabFitFun Perks + Benefits

FabFitFun Benefits Overview

Amazing benefits including medical, dental, vision (+ Pet insurance!)
401K & Matching
Open/Flexible PTO policy - we trust our employees to manage their time
Donation matching program
Free FabFitFun subscription and quarterly credit in our e-commerce Add-Ons store
Monthly cell phone stipend

Culture
Volunteer in local community
Partners with nonprofits
Each of our seasonal boxes partners with a charity/nonprofit organization.
Open door policy
OKR operational model
Team based strategic planning
Open office floor plan
Flexible work schedule
Diversity
Highly diverse management team
Mandated unconscious bias training
Hiring practices that promote diversity
Health Insurance + Wellness
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Pet insurance
Covered through Nationwide - 90%
Mental health benefits
Financial & Retirement
401(K)
401(K) matching
Company equity
Charitable contribution matching
Partner with BrightFunds to allow the company to match up to $500 per employee annually for approved donations and organizations
Child Care & Parental Leave
Generous parental leave
Family medical leave
Return-to-work program post parental leave
Vacation + Time Off
Unlimited vacation policy
Generous PTO
Paid holidays
Paid sick days
Office Perks
Commuter benefits
Company-sponsored outings
Free snacks and drinks
Stocked kitchen with amazing snacks that suit both looking for something healthy or a sweet treat in the afternoon. Kombucha & cold brew also on tap!
Some meals provided
Catered lunch weekly on Tuesday! Supplemental Catered meals also available throughout the month
Company-sponsored happy hours
Onsite office parking
Paid parking available for all of our employees
Pet friendly
Dog friendly office and right across the street from the West Hollywood dog park! You will find bowls and treats throughout the office.
Relocation assistance
Fitness stipend
You will have access to our online digital streaming platform (FabFitFun TV) that hosts a library of online fitness classes from top studies. Also hosted fitness classes every quarter in nearby gyms.
Home-office stipend for remote employees
Professional Development
Job training & conferences
Lunch and learns
Promote from within
Online course subscriptions available

Additional Perks + Benefits

Generous compensation package and extensive benefits. 12 weeks’ paid parental leave. Free FabFitFun subscription and tons of beauty freebies! Daily impact on personalizing the FabFitFun member experience.

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