Senior Data Scientist

🕒 Junho 3

🔔 Pennsylvania – Remoto

🔔 Pennsylvania – Remote

💵 $124.000 - $170.500 / ano

⏰ Tempo Integral

🟠 Sênior

📊 Cientista de Dados

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Solventum

SiteLinkedInTodas as Vagas

10.000+ funcionários

⚕️ Seguro de Saúde

📚 Educação

🧘 Bem-estar

Healthcare Insurance • Education • Wellness

Solventum é uma empresa focada em saúde, conhecida por suas soluções inovadoras voltadas para melhorar os resultados dos cuidados médicos e odontológicos. A empresa oferece uma variedade de tecnologias médicas, incluindo cuidados avançados para feridas, soluções cirúrgicas e produtos de esterilização. A Solventum também fornece soluções avançadas para cuidados orais, serviços de tecnologia e informação em saúde, e produtos de purificação e filtração para aplicações biofarmacêuticas. Além disso, a Solventum dá forte ênfase à sustentabilidade e educação, oferecendo recursos e treinamento para profissionais de saúde em todo o mundo. Seu compromisso com a inovação e com a melhoria da saúde fez dela uma líder na indústria de saúde, dedicada a aprimorar a segurança dos pacientes e a eficiência dos cuidados médicos.

Descrição

• Scoping and designing NLP/NLU applications that support clinical understanding of medical documents and downstream healthcare workflows. • Translating business and clinical requirements into mathematical and experimental criteria, ensuring models are measurable, reliable, and auditable. • Processing, aligning, and enriching diverse structured and unstructured medical datasets for deep learning, LLMs, and agentic AI systems. • Developing and evaluating deep learning models, including transformer-based architectures and neural architectures such as CNNs and attention mechanisms for capturing linguistic patterns in clinical text. • Understanding and mitigating model weaknesses, including bias, drift, hallucination behavior, and robustness concerns. • Designing experiments and error analyses that explain model behavior and enable clear communication with both technical and non-technical audiences. • Deploying models into Solventum’s cloud environment, partnering with ML engineering to ensure reliability, observability, and compliance within regulated healthcare systems. • Staying current with emerging research in NLP/LLMs, evaluating new methods and identifying opportunities to advance Solventum’s deep learning initiatives.

🎯 Requisitos

• Master's degree or PhD in computer science, mathematics, or related fields or Bachelor’s degree with at least 5 years of IT experience • Solid experience in Python especially in deep learning for text analysis and libraries such as PyTorch and Transformers • Solid grasp of statistics and exploratory data analysis • US citizenship or permanent resident required • Experience conducting research-driven NLP/NLU work involving representation learning, attention mechanisms, or hybrid neural architectures. • Ability to self-organize across multiple technical and business contexts, communicating complex findings with clarity and confidence. • Experience extracting insights from complex clinical datasets and presenting those insights to varied audiences. • Familiarity with AWS, GitHub, CI/CD, and scalable ML deployment practices. • Hands-on experience with LLMs, prompting, fine-tuning, or agentic AI frameworks. • Experience with ETL of large-scale text using tools such as PySpark, Spark NLP, or distributed data frameworks. • Exposure to clinical coding systems or medical terminologies (e.g., ICD, CPT, SNOMED) is a plus.

🏖️ Benefícios

• Medical, Dental & Vision • Health Savings Accounts • Health Care & Dependent Care Flexible Spending Accounts • Disability Benefits • Life Insurance • Voluntary Benefits • Paid Absences • Retirement Benefits