Manager Data Scientist - Engagement & Platform
ExternalPrepare for this interview
EliteAI-generated questions, company research, and talking points tailored to this role
About the role
We are hiring a Manager Data Scientist to our Engagement & Platform team in Brazil or Portugal! As a Data Science Manager, you will be responsible for shaping the ML and experimentation strategy behind our engagement system, including ML models (e.g., contextual bandits, reinforcement learning, classification, etc) and AI agents that produce dynamic, personalized nudges to the Wellhub AI users. You will work closely with Product, Engineering, and Data Scientists to design, build, and evaluate systems that operate at scale. This role also includes people management, mentoring, and raising the bar on scientific rigor across the team.
Responsibilities
- Machine Learning Systems: Design and develop ML models for outreach personalization, including contextual bandits, reinforcement learning, and classification models.
- AI Agents: Design and develop AI agents that generate dynamic, personalized nudge content and conversational interventions.
- A/B Testing & Experimentation: Design and analyze large-scale A/B tests and experimentation frameworks to evaluate ML models, data-driven signals, nudges, and content strategies. Define success metrics and ensure statistically sound experimentation practices.
- Data Pipelines & Analytics: Collaborate on the design of data pipelines and event schemas that feed the product, ensuring high-quality data for real-time decisioning and offline analysis.
- Evaluation & Monitoring: Define and implement robust monitoring frameworks for the product, including short-term engagement metrics, longer-term retention, opt-outs, and intervention fatigue.
- Leadership & People Management: Lead, mentor, and grow the data scientists of the team. Set technical direction, ensure high-quality delivery, and foster strong collaboration with Product and Engineering stakeholders.
- Live the mission: inspire and empower others by genuinely caring for your own wellbeing and your colleagues. Bring wellbeing to the forefront of work, and create a supportive environment where everyone feels comfortable taking care of themselves, taking time off, and finding work-life wellness.
Requirements
- BSc., Master's or PhD degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field;
- At least 8 years of professional experience in Data Science, Machine Learning, or Applied AI roles;
- At least 3 years of experience in people management, leading and developing data science teams;
- Strong proficiency in Python and experience with ML frameworks (e.g., Vowpal Wabbit, PyTorch, or similar);
- Strong foundation in experimentation, A/B testing, and large-scale experimentation design and analysis;
- Experience working with Generative AI systems in production environments;
- Solid problem-solving skills and ability to translate product goals into measurable, data-driven solutions;
- Strong communication skills and ability to work cross-functionally with Product and Engineering teams.
Additional Information
Your wellbeing matters. Join a company that cares. GET TO KNOW US Wellhub (formerly Gympass*) is a corporate wellness platform that connects employees to the best partners for fitness, mindfulness, therapy, nutrition, and sleep, all included in one subscription designed to cost less than each individual partner. Founded in 2012 and headquartered in NYC, we have a growing global team in 11 countries. At Wellhub, you have the opportunity to build a career in a high-growth tech company that places wellbeing at the foundation of its culture, and contribute to making every company a wellness company. *Big news: Gympass is now Wellhub! We are thrilled to announce our rebranding as Wellhub, marking a significant milestone in our journey. This transformation reflects our evolution from a "pass for gyms" to a comprehensive employee wellbeing solution. With our refreshed identity, we are poised to embark on an exciting new chapter of growth and expansion. We are elevating our offerings, including a completely new app experience and an expanded network of wellbeing partners.
Your Match
How well this role fits your profile.
Company Intel
What employees say
Worked at Unknown? Share your experience