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Data Scientist, Innovation

2 months ago

Chicago, Illinois, United States Northwestern Memorial Healthcare Full time
Job Summary

We are seeking a highly skilled Data Scientist to join our team at Northwestern Memorial Healthcare. As a Data Scientist, you will play a critical role in driving business growth and improving patient outcomes through data-driven insights.

Key Responsibilities
  • Design, build, and evaluate data-driven solutions to solve business and clinical problems within the organization.
  • Collaborate with stakeholders to understand business needs and develop effective solutions.
  • Use data, statistics, and machine learning tools to construct solutions that meet the requirements of the problem and deliver those solutions to make a tangible impact.
  • Develop and maintain a strong understanding of SQL for data manipulation and extraction from databases.
  • Work effectively in interdisciplinary teams, including clinicians, to understand their needs and translate them into data-driven solutions.
  • Stakeholder management skills with experience building and growing relationships with stakeholders to ensure alignment and successful implementation of data-driven solutions.
Requirements
  • Bachelor's degree or equivalent experience in CS, Engineering, Math, Physics, or a related field.
  • At least 3 years of experience with machine learning with a focus on model building, analysis of outcomes, and model deployment into usage.
  • Experience defining tasks, managing projects, and delivering on time.
  • Strong coding skills in general purpose programming languages like Python or R.
  • Experience with machine learning algorithms and frameworks like scikit-learn (sklearn) or SparkML for building and evaluating models.
  • Familiarity with software engineering principles around testing, code reviews and deployment.
  • Strong problem-solving skills with the ability to analyze complex problems, break them down into manageable tasks, and develop effective solutions.
Preferred Qualifications
  • Master's degree or equivalent experience in CS, Engineering, Math, Physics, or a related field.
  • Experience running projects from inception to deployment. Familiar with the lifecycle of product development.
  • Experience with deep learning frameworks, such as PyTorch, for building and training neural networks.
  • Knowledge of Natural Language Processing techniques and libraries, such as NLTK or spaCy, for text analysis and processing.
  • Familiarity with Computer Vision concepts and frameworks, like OpenCV, for image analysis and object detection.
  • Experience using cloud platforms like Azure for scalable data processing and model deployment.
  • Domain knowledge in healthcare. Understanding of healthcare terminology, workflows, and challenges, enabling effective collaboration with clinicians and healthcare professionals.
What We Offer

Northwestern Memorial Healthcare is an affirmative action/equal opportunity employer and does not discriminate in hiring or employment on the basis of age, sex, race, color, religion, national origin, gender identity, veteran status, disability, sexual orientation or any other protected status.

We offer a competitive benefits package, including tuition reimbursement and loan forgiveness, 401(k) matching, and lifecycle benefits.