Staff Data Scientist, Honor

• 5+ years of professional experience solving complex business problems, and shipping/maintaining Python in a production environment
• You possess a strong foundation in traditional predictive machine learning (e.g., classification, regression, tree-based models like XGBoost) and know when to use standard models versus LLMs
• Deep professional expertise in at least one of the following two areas:
• Optimization: Formulating and solving complex logistical/allocation problems (e.g., linear/integer programming) in a business setting
• Agentic AI: Deep technical depth in building, orchestrating, and establishing best practices for agentic systems (e.g., utilizing LLMs for autonomous decision-making and tool-use). You have concrete experience building agentic workflows that drive business impact
• You set success metrics upfront and proactively investigate how your technical solutions influence overarching business goals
• Excellent mathematical and statistical foundations, including a degree in a quantitative field (such as Computer Science, Mathematics, Statistics, Economics, Physics) or equivalent professional experience
• You are able to manage product ambiguity, seeking clarity when necessary, to ensure that we are solving the right problem and driving measurable outcomes
• You rapidly iterate and deliver technical solutions that maximize business impact
• Clear and persuasive communication skills, both written and verbal, with the ability to translate complex technical concepts for diverse, non-technical stakeholders
• You are accountable end-to-end for the entire project lifecycle. You proactively anticipate and drive resolution for potential issues across dependencies

Desirable

• We’re looking for Data Scientists to join our team. In this role, you will serve as a versatile generalist data scientist who can help guide our company's adoption of agentic AI development
• As we rapidly integrate new technologies into our platform, practical applied experience in the AI space is a baseline requirement for our team. Building on that foundation, we are looking for a candidate who brings expertise in either Agentic AI OR Optimization Algorithms
• Leverage data to solve a wide variety of meaningful, business problems using the appropriate level of technical complexity
• Partner closely with Engineering, PM, and Care Operations to collaboratively define strategy and execute against it
• Design and implement robust frameworks and metrics to measure whether data products are functioning as expected and driving business impact
• Research operational/logistical problems and proactively identify potential solutions
• Lead the design, implementation, and evaluation of descriptive and predictive models
• Champion the use of LLM-driven workflows across the company. Partner with Engineering to design architectures and build production-ready systems that leverage agents in our core product features as well as in tools that drive developer productivity