Senior Data Scientist

3 days ago

Beverly Hills, California, United States Fashion Nova Full time
About Fashion Nova

Fashion Nova is a leading trend-to-market fashion and lifestyle brand with high-growth categories across its Women, Men, Kids, and Beauty divisions.

The company's unique approach to social commerce has earned it a reputation as a disruptor in the industry.


Role Overview

We are seeking a skilled Senior Data Scientist to join our team and contribute to the growth and development of our data product suite.

This individual will leverage their expertise in data science and big data tools to build algorithms that power actionable insights used by our customers to grow their business.


Key Responsibilities
  1. Conduct in-depth data analysis to identify patterns, trends, and anomalies in e-commerce data, uncovering key drivers of demand.
  2. Develop and implement time-series and machine learning models for demand forecasting, leveraging various techniques like ARIMA, Prophet, LSTM, etc.
  3. Utilize statistical methodologies and data visualization techniques to present data insights and recommendations to stakeholders.
  4. Distill complex data into actionable insights and build interactive dashboards that provide key performance indicators and business intelligence.
  5. Collaborate with cross-functional teams (e.g., Product, Marketing, Finance) to understand their data needs and translate them into data-driven solutions that drive business forward.
  6. Design and implement A/B testing frameworks to evaluate the effectiveness of marketing campaigns and product features.
  7. Build data pipelines and automate model training and deployment processes.
  8. Evaluate model performance and identify areas for improvement.
  9. Remain updated on the latest advancements in machine learning and data science.
  10. Contribute to the development of best practices for data analysis and modeling within the team.

Requirements
  • Five plus years of hands-on experience in building and deploying machine learning models, particularly for time series forecasting.
  • Strong proficiency in Python and SQL. Experience with libraries like Pandas, NumPy, scikit-learn, TensorFlow, and PyTorch is a plus.
  • Proven ability to work with large datasets and develop robust data pipelines.
  • Advanced understanding of statistical concepts and methodologies.
  • Experience working with e-commerce data is a significant advantage.
  • Experience in setting up A/B testing frameworks and analyzing results.
  • Experience working with cloud technologies like AWS and GCP is a plus.
  • Excellent communication and presentation skills to effectively communicate complex technical concepts to both technical and non-technical audiences.
  • Experience building dashboards and visualizing data to convey actionable insights.
  • Ability to work independently and as part of a team.
  • Ability to work efficiently in a fast-paced environment.
  • Master's degree or Ph.D. in Statistics, Data Science, Computer Science, or a related field.
  • Schedule of this position: Monday – Friday | Core business hours | Onsite.

Benefits
  • NEW state-of-the-art HQ upcoming in 2024
  • Formalized career paths.
  • Flat management platform.
  • Manager Training Academy.
  • Creative Development Internship Program.
  • Fashion Nova Cares Program.
  • Flexible Paid Time Off (PTO).
  • Medical, Dental and Vision Coverage.
  • 401k match, with immediate vesting upon eligibility.
  • Stocked kitchens with gratis snacks and drinks.
  • Weekly catered lunches.
  • Summer Fridays at Headquarters.
  • Team bonding events and programs.
  • Employee discounts.

Fashion Nova, LLC, and subsidiaries thereof, is an Equal Opportunity Employer. We are steadfast in our commitment to equal employment opportunities and pledge that these objectives are reflected in all aspects of our daily operations.

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