Senior Data Scientist

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SmarterDx

SiteLinkedInTodas as Vagas

11 - 50 funcionários

🤖 Inteligência Artificial

⚕️ Seguro de Saúde

💰 $6.000.000 Seed Round em 2022-04

Artificial Intelligence • Healthcare Insurance

SmarterDx é uma empresa que se especializa em IA clínica, oferecendo soluções para melhorar a integridade das receitas e os indicadores de qualidade dos hospitais. Ao analisar 100% dos prontuários dos pacientes, os algoritmos proprietários de IA da SmarterDx identificam diagnósticos diferenciais que poderiam ser perdidos, proporcionando um aumento significativo nas oportunidades de receita para os hospitais. Seus serviços aprimoram a integridade da documentação clínica (CDI) ao sinalizar evidências clínicas com diagnósticos ausentes ou diagnósticos sem evidências associadas, garantindo assim a conformidade e fluxos de trabalho simplificados. A SmarterDx se orgulha de entregar resultados imediatos e alta satisfação dos clientes, graças aos seus insights orientados por IA que economizam tempo para as equipes de CDI na execução de tarefas repetitivas.

Descrição

• Develop and refine modeling approaches in close collaboration with the Machine Learning Research team, iterating on experiments to improve model performance. • Execute rapid experimentation cycles, documenting learnings and identifying promising avenues for further development. • Support deployment efforts by creating standardized model endpoints and interfaces for seamless integration with product workflows. • Contribute to shared modeling infrastructure, building tools and utilities that accelerate experimentation and standardize workflows across teams. • Collaborate with Engineering, Analytics, and Product teams to integrate machine learning models into product workflows, ensuring they drive measurable business KPIs. • Adapt and enhance existing modeling approaches to drive impact in new product areas. • Identify product needs and communicate them effectively across the Data Science and Machine Learning Research Science teams.

🎯 Requisitos

• 3+ years of experience in data science, machine learning, or a related field, preferably in a product-driven environment. • Strong proficiency in Python and hands-on experience with deep learning frameworks (PyTorch, TensorFlow) • Deep understanding of statistical modeling, optimization techniques, and data analysis. • Experience working with structured and text data, including feature engineering and data preprocessing. • Ability to translate business objectives into data science problems and effectively communicate results to stakeholders. • Experience deploying machine learning models into production and optimizing model performance based on real-world feedback. • Strong collaboration skills and the ability to work across cross-functional teams including Engineering, Product, and Analytics. • Familiarity with cloud platforms (AWS, GCP, or Azure) and MLOps best practices. • A problem-solving mindset with the ability to balance technical rigor with practical business impact.

🏖️ Benefícios

• Medical, Dental & Vision – Comprehensive plans with leading insurance providers, covering 75% of your premiums, depending on the plan. • Paid Parental Leave – Generous paid leave to support families through birth or adoption: Up to 12 weeks for parents. • Remote-First Team – Work from anywhere in the U.S. • Unlimited PTO & 10 Holidays – So you can relax and recharge. • 401(k) with Traditional & Roth Options – Tax-advantaged retirement savings through Fidelity with a 4% match. • Minimal Bureaucracy – A fast-moving, high-impact environment where you can focus on what matters. • Incredible Teammates! – Work alongside smart, supportive, and mission-driven colleagues.