Senior Data Scientist
New
United StatesFull-TimeSenior
Salary124,000 - 170,500 USD per year
Apply NowOpens the employer's application page
Job Details
- Experience
- Bachelor’s degree with at least 5 years of IT experience
- Required Skills
- AWSPythonMachine LearningPyTorchCI/CDGitHubDeep LearningNLPPySpark
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.
- Solid experience in Python, especially in deep learning for text analysis.
- Experience with libraries such as PyTorch and Transformers.
- Solid grasp of statistics and exploratory data analysis.
- 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.
- 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.
Responsibilities
- Scope and design NLP/NLU applications that support clinical understanding of medical documents and downstream healthcare workflows.
- Translate business and clinical requirements into mathematical and experimental criteria.
- Process, align, and enrich diverse structured and unstructured medical datasets for deep learning, LLMs, and agentic AI systems.
- Develop and evaluate deep learning models, including transformer-based architectures and neural architectures such as CNNs.
- Understand and mitigate model weaknesses, including bias, drift, hallucination behavior, and robustness concerns.
- Design experiments and error analyses that explain model behavior.
- Deploy models into Solventum’s cloud environment, partnering with ML engineering to ensure reliability, observability, and compliance.
- Stay current with emerging research in NLP/LLMs and evaluate new methods.
View Full Description & ApplyYou'll be redirected to the employer's site
