Lemnis is a public charity dedicated to expanding learning for all through transformative change. We are seeking a Senior Data Scientist to join our Mainstay division, where you will play a pivotal role in building predictive models and analyzing conversational data to drive meaningful impact for our partners and end users.
Key responsibilities
- Identify and ship predictive signals that drive real action within partner systems.
- Build and monitor predictive models, ensuring performance across diverse student populations.
- Analyze conversational and unstructured data using clustering, classification, and embeddings to surface actionable insights.
- Own the in-warehouse AI configuration and establish robust evaluation frameworks for data team projects.
- Collaborate with engineering teams to ensure models are maintainable, reproducible, and integrated into operational workflows.
Requirements
- 5+ years of experience building and owning predictive models with a focus on calibration and threshold-setting.
- Practical experience in NLP, including text classification, clustering, and embeddings.
- Strong proficiency in SQL and Python for modeling and analysis.
- Experience with modern cloud warehouses and productionizing model outputs.
- Excellent communication skills with the ability to translate complex data findings into actionable insights for non-technical stakeholders.
What we offer
- A collaborative and inclusive work environment focused on long-term professional growth.
- The opportunity to shape the data strategy and set modeling standards within a lean, high-impact team.
- Access to mentorship and support aimed at your personal and professional development.
- A culture that values business impact, maintainable solutions, and data-driven decision-making.