Director of Data Science & Analytics

🏢 Everlane · 📍 Los Angeles, CA 💰 $170,000 - $200 / yr

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Position Summary & Responsibilities

Clean luxury. Better for you. At Everlane, we believe luxury should be as effortless as it is conscious. We partner with ethical factories, work with premium, sustainably sourced materials, and strive to leave the industry cleaner than we found it. There's still much to do, and we're excited to grow a team of motivated humans ready for the challenge. The journey toward better continues.

Everlane is seeking a Director of Data Science & Analytics to join our team, where you’ll help drive growth of the Everlane business by leading a team that collaborates with business partners to provide meaningful insights and analysis for critical business decisions, develops reporting, analytics and predictive models, and builds the next generation of Everlane’s data infrastructure. The subject areas that you will impact span the entire company, from analyzing performance marketing data for optimization and helping our digital product team evaluate new opportunities of improvement on our website, to building a model around the purchase preferences of our customers. This position reports into the VP of Digital.

Our team is tasked with building actionable insights from our data, building predictive data products, and creating self-service analytical tools for teams throughout the company. We use a full-stack set of methodologies to achieve this, taking a data science problem from the initial open ended business question, to the eventual productionisation and implementation of a model.

Your day-to-day:

Effectively communicate and drive collaboration with key stakeholders across the business to provide insights, analysis and recommendations
Own the Data architecture and roadmap, working independently to understand, prioritize, and plan the team’s work
Research and promote opportunities to take on new technologies, frameworks, and approaches in customer data analysis, AB testing, data and machine learning
Apply causal research and explanatory modeling to better understand customer behavior, marketing performance, site behavior, etc.
Deploy predictive data models that our customers will interact with, including product recommendations, size predictions, and predicted return rates
Design and analyze rigorous experiments aimed at understanding customer behavior
Scale the Everlane data platform with smarter and more sophisticated data on ongoing ba

🎯 Candidate Preparation Guide For Everlane Applicants

Key Role Competencies & Evaluation Highlights

Key Role Focus:

Testing absolute alignment with radical transparency, sustainable supply chain ethics, and minimalist brand aesthetics.

📋 Preparation Priorities (Key Areas to Clarify):

1. Treating sustainability as a mere marketing gimmick rather than a core operational ethos.
2. Proposing bloated, high-discount retail strategies that degrade brand equity.
3. Lack of taste alignment with minimalist, timeless apparel design principles.

✨ Recommended Role Alignment Hook:

I scale profitable DTC brands by protecting radical brand transparency and driving rigorous customer lifetime value.

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