10 дней назад
AI Data Scientist (Healthcare)
104 998 - 141 314$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Data Scientist (Machine Learning/Healthcare): Developing healthcare analytics solutions and production machine learning services with an accent on predictive analytics, NLP, LLMs, and Generative AI. Focus on feature engineering, transformer-based models, model optimization, clinical data integration, and deploying scalable systems that improve patient and provider outcomes.
Location:
Annual base salary: $104,998–$141,314 USD
Company
is a healthcare organization with more than 35,000 employees serving patients and communities.
What you will do
- Research and develop machine learning and predictive analytics solutions for healthcare applications.
- Design, evaluate, tune, and deploy machine learning models across development, testing, and production environments.
- Build reliable and scalable machine learning services for integration with other systems.
- Perform feature engineering, statistical analysis, classifier evaluation, data visualization, and model interpretation.
- Collaborate with software engineers, data engineers, clinical teams, physicians, and business stakeholders.
- Configure, operationalize, and report on cognitive computing and vendor-developed models for patient outcome prediction.
Requirements
- Bachelor’s degree in computer science, statistics, mathematics, physical science, engineering, or a comparable technical field, or equivalent experience.
- 1–3 years of experience in software engineering and data science.
- Fluency in Python and libraries including NumPy, Pandas, Scikit-learn, Matplotlib, and Seaborn.
- Experience with machine learning frameworks such as PyTorch, TensorFlow, or Keras and the full data science lifecycle.
- Strong experience with NLP, especially transformer-based machine learning and large language models.
- Experience with large datasets, Spark, and cloud platforms such as AWS, Azure, or GCP.
Nice to have
- Healthcare industry experience.
- Knowledge of information retrieval, question answering, conversational AI, or reinforcement learning.
- Hands-on experience with fine-tuning, prompting strategies, and inference optimization for Generative AI models.
- Knowledge of project management tools and techniques.
Culture & Benefits
- Full-time employment in a healthcare organization.
- Influenza vaccination is required as a condition of employment.
- Equal opportunity employer with veteran and disability inclusion.
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