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Solventum is seeking a Senior Data Scientist with expertise in natural language processing (NLP) to work remotely, focusing on medical document analysis. The ideal candidate should possess strong Python skills, experience in deep learning, and a background in healthcare data.
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Job Summary
As a Data Scientist specializing in medical document analysis, you will work at the forefront of healthcare NLP.
You will design, implement, and evaluate advanced natural language understanding (NLU) systems that interpret complex clinical text and support data-driven medical decision making.
You will collaborate closely with clinical domain experts, fellow data scientists, ML engineers, and product teams to bring research prototypes into production systems.
Matching Summary
Match Score: 75
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Solventum is seeking a Senior Data Scientist with expertise in natural language processing (NLP) to work remotely, focusing on medical document analysis. The ideal candidate should possess strong Python skills, experience in deep learning, and a background in healthcare data.
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Skills & Requirements
Must-have
Python deep learning for text analysis
PyTorch and Transformers libraries
Transformer-based architectures
Neural architectures for clinical text
Cloud environment deployment
NLP/NLU applications design
Nice-to-have
Research-driven NLP/NLU work
Self-organization and clear communication
Extracting insights from clinical datasets
AWS, GitHub, CI/CD familiarity
LLMs, prompting, fine-tuning
ETL of large-scale text
Clinical coding systems exposure
Key Requirements
Master's degree or PhD in computer science, mathematics, or related fields or Bachelor’s degree with at least 5 years of IT experience