Data Scientist, Modeler

We are seeking a Data Scientist to lead forecasting, budgeting, and advanced analytics for our eCommerce business, while also driving adoption of AI and Large Language Models (LLMs) across analytics and business workflows.

This role combines traditional data science (forecasting, LTV modeling, experimentation validation) with emerging AI capabilities to unlock new efficiencies and insights. A key aspect of this role is the ability to translate complex analyses into clear, compelling narratives for non-technical stakeholders, including senior leadership. The Data Scientist will also support A/B testing by validating results, while not owning test execution.

This position will be based at our West Los Angeles, CA office. We work a hybrid schedule with an in-office requirement Monday-Wednesday and the option to work remotely on Thursday and Friday., Forecasting & Budgeting (Core Ownership)

• Own forecasting models for:

• Revenue, orders, conversion rates, and AOV
• Marketing performance and demand planning

• Partner with Finance and Leadership on budgeting and planning cycles
• Build scenario models to support strategic decisions
• Continuously improve forecast accuracy using statistical and machine learning techniques

Customer & LTV Modeling (Core Requirement)

• Design and maintain Customer Lifetime Value (LTV) models
• Perform cohort analysis, retention modeling, and customer segmentation
• Identify key drivers of long-term customer value and profitability
• Partner with Marketing and Product to apply LTV insights to acquisition, retention, and personalization strategies

AI / LLM Strategy & Implementation

• Lead adoption of AI/LLM capabilities across analytics and business workflows
• Identify and implement use cases such as:

• Automated insight generation and reporting
• Natural language querying (NL * SQL)
• Customer behavior summarization and segmentation

• Build prototypes and scalable solutions using APIs (OpenAI, Claude, Gemini, etc.)
• Critically evaluate AI-generated outputs for accuracy, plausibility, and business relevance

Advanced Analytics & Modeling

• Develop models for:

• Demand forecasting and seasonality
• Customer behavior and conversion drivers

• Leverage GCP/BigQuery for large-scale data analysis
• Identify key drivers of performance across product, pricing, and customer behavior

A/B Test Validation & Experimentation Support

• Validate statistical significance and methodology of A/B tests
• Ensure accuracy and consistency of test readouts
• Define guardrails and best practices for experimentation measurement
• Partner with Product and Analytics teams (without owning test execution)

Communication & Executive Storytelling (Critical)

• Translate complex analyses into clear, actionable insights for non-technical stakeholders
• Develop high-quality presentations and narratives for senior leadership and executives
• Clearly articulate assumptions, risks, and confidence levels in models and forecasts
• Influence decision-making through structured, data-driven storytelling

Data Strategy & Cross-Functional Collaboration

• Work closely with:

• Data Analytics Manager (India)
• Data Engineering / DW team
• Product, Marketing, and Finance stakeholders

• Help define scalable data models and structures to support analytics and AI use cases

Tooling & Infrastructure

• Build models and workflows using:

• Python (preferred) or R
• SQL / BigQuery (GCP ecosystem)

• Work with modern AI tooling:

• LLM APIs (OpenAI, Claude, Gemini)

• Help establish scalable pipelines for both traditional ML and LLM-based systems
• Establish best practices for prompt design, validation, and governance

• 5+ years in Data Science or Advanced Analytics (preferably eCommerce or consumer business)
• Experience presenting to senior executives and driving decisions
• Strong experience with:

• Forecasting and time series modeling
• Customer Lifetime Value (LTV) modeling
• Python and SQL (BigQuery preferred)
• Statistical analysis and experimentation

• Proven ability to build executive-level presentations and communicate complex insights clearly
• Hands-on experience with LLMs and AI tools (OpenAI, Claude, Gemini, etc.)
• Experience building or prototyping AI-powered workflows or applications
• Strong ability to evaluate and validate AI-generated outputs for accuracy and plausibility
• Understanding of:

• Prompt engineering
• Model limitations (hallucination, bias, cost tradeoffs)

• Excellent verbal and written communication skills
• Ability to influence stakeholders across Product, Marketing, Finance, and Leadership
• Master's degree (or foreign equivalent) in Data Science or Statistics

Preferred:

• Experience with GCP ecosystem
• Exposure to MLOps or productionizing models
• Experience in eCommerce or high-volume consumer environments

Pay Range: $100,000- $135,000. Final compensation will be dependent upon skills & experience.

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