Bioinformatics Scientist – Mortality Risk Modeling
Ethos LifeFull Time
Senior (5 to 8 years), Expert & Leadership (9+ years)
Candidates should possess a Bachelor’s degree in a STEM field, such as Statistics, Mathematics, Engineering, Biostatistics, Econometrics, Economics, Finance, or Data Science, and a graduate degree is strongly preferred. They must have at least 5 years of experience as a Data Scientist or Researcher in digital marketing, consumer advertisement, telecom, or related fields requiring customer-level predictive analytics. Advanced proficiency in statistical analysis using Python and relevant libraries is required, along with experience working with data processing, transformation, and building model pipelines utilizing tools like Spark, Airflow, and Docker. Familiarity with the ad-tech ecosystem, digital marketing data, and campaigns, or familiarity with US healthcare patient and provider systems (e.g., medical claims, medications) is also necessary. Candidates should have varied and hands-on predictive machine learning experience (including deep learning, boosting algorithms, and inference).
As a Sr. Data Scientist, the role involves building predictive models and implementing data-driven solutions to maximize ad effectiveness, working closely with DeepIntent Data Science teams. Activities include developing and deploying models in production, analyzing medical claims, clinical, demographic, and clickstream data to produce actionable insights, exploring ways to improve existing algorithms and decision heuristics, designing and deploying new iterations of production-level code, contributing to a technical blog, and summarizing and presenting results and recommended actions to internal stakeholders and external clients.
Healthcare advertising technology and demand-side platform
DeepIntent offers a demand-side platform (DSP) tailored for healthcare advertising, allowing marketers to create and manage campaigns that target both patients and healthcare professionals (HCPs). The platform uses a proprietary ID graph and HCP Planner to form targeted audiences based on reliable data sources, addressing privacy concerns in healthcare advertising. DeepIntent stands out from competitors by prioritizing privacy compliance and data security, ensuring sensitive user information is protected. The company's goal is to empower healthcare marketers to run effective digital advertising campaigns while maintaining high standards of data security.