Data Scientist (Portugal)

Data Scientist – Personalization & Customer Analytics (Mid / Senior)

📍 Remote (Europe) | Eligible to work in EU / Europe
✈️ 1–2 weeks per year in NYC (optional)

At F. Schumacher & Co., we believe design transforms lives. As a leader in luxury home furnishings, we are investing heavily in data-driven personalization to better understand our customers, optimize our product offering, and drive meaningful business growth.

We are expanding our Data Strategy & Analytics team and are looking for business-oriented Data Scientists (mid-level and senior) who enjoy working close to commercial teams, exploring data, building practical machine-learning models, and translating insights into real impact.

This role is ideal for Data Scientists who combine strong analytical thinking with hands-on modeling skills, and who care as much about why a model exists as how it works.

🔍 Who This Role Is For

You are a Data Scientist who:

• Enjoys working close to marketing, product, and commercial stakeholders


• Translates business questions into analytical and ML solutions


• Builds practical recommendation and segmentation models


• Communicates insights clearly to non-technical audiences


• Works end-to-end: exploration → modeling → insight → impact

🚫 This role is not focused on ML infrastructure, backend engineering, or MLOps.

💡 What You’ll Do

• Partner with product, marketing, and operations teams to turn business needs into analytical solutions


• Analyze large-scale customer and product data to uncover patterns, trends, and opportunities


• Develop and refine customer segmentation models to support targeted marketing and personalization


• Build and improve recommendation systems (collaborative, content-based, or hybrid)


• Select, train, and evaluate machine-learning models with a strong focus on business outcomes


• Define and track performance metrics for personalization and recommendation use cases


• Support data quality, enrichment, and modeling during our migration to PIM and CDP platforms


• Present insights and recommendations to stakeholders in a clear and actionable way

🧠 What You Bring

Experience

• Mid-level: 2+ years as a Data Scientist


• Senior: 5+ years designing and delivering data-driven solutions


• Hands-on experience with customer analytics, personalization, segmentation, or recommender systems

Technical Skills

• Strong proficiency in Python and SQL


• Experience with common ML libraries (e.g. scikit-learn, TensorFlow, PyTorch)


• Solid foundation in:




• Exploratory data analysis


• Feature engineering


• Model evaluation & interpretation

Business & Communication

• Ability to translate ambiguous business questions into analytical approaches


• Comfortable presenting findings to non-technical stakeholders


• Strong English communication skills

Nice to Have

• Experience in e-commerce, retail, or data-intensive industries


• Exposure to LLMs or AI techniques for practical business use cases (e.g. data enrichment, tagging, content analysis)

🎁 What We Offer

• Competitive salary and benefits, based on experience


• Fully remote work within Europe


• Optional time in our NYC office (1–2 weeks per year)


• High ownership and visibility on impactful business initiatives


• Collaborative, inclusive, and low-ego working environment

Schumacher & Co. is an Equal Opportunity Employer.
We celebrate diversity and are committed to creating an inclusive environment for all employees.