MainlyAI is seeking a highly skilled Data Scientist to mainly work with join the ASSET (AI for Sustainable prevention of AutoImmune in the Society) program. This role will focus on utilizing data science techniques to assist in Type-1 Diabetes (T1D) screening, prediction, and prevention strategies.

Responsibilities:

  • Collaborate with researchers from academia and industry to design and implement data-driven solutions for T1D.
  • Develop and apply machine learning and deep learning models to identify risk factors and predict the onset of T1D.
  • Analyze large-scale healthcare datasets using statistical methods like survival analysis, multivariate analysis, and time-series analysis.
  • Utilize longitudinal data analysis techniques to understand the progression of T1D risk factors.
  • Clean, prepare, and manage healthcare datasets, ensuring compliance with data privacy regulations.
  • Translate complex data insights into clear and concise visualizations using tools like Python libraries (e.g., matplotlib, seaborn).
  • Author research papers and presentations for publication in scientific journals and conferences.
  • Develop proof-of-concept applications to demonstrate the feasibility and effectiveness of data-driven solutions for T1D prevention.

Qualifications:

  • Master's degree or Ph.D. in Statistics, Machine Learning, Deep Learning, or a related field.
  • Demonstrated experience in applying machine learning and/or deep learning techniques to healthcare data analysis.
  • Strong understanding of clinical trial methodologies, screening techniques, and population sampling.
  • Experience with survival analysis, probabilistic programming, and various statistical analysis methods (multivariate, time-series, longitudinal).
  • Proficiency in programming languages like Python (including libraries like scikit-learn, scikit-survival, pandas, numpy, Scipy, XGBoost, plotly) and R.
  • Experience with deep learning frameworks like PyTorch.
  • Excellent communication and collaboration skills to work effectively with researchers from diverse backgrounds.
  • Ability to translate complex data analysis results into clear and compelling visualizations.
  • A passion for contributing to advancements in Type-1 Diabetes research and prevention.

Please apply by sending your CV and personal letter to [email protected].

Detta är en jobbannons med titeln "MainlyAI söker en Data Scientist" hos företaget Mainlyai AB och publicerades på webbjobb.io den 9 juli 2024 klockan 14:04.

Hur du söker jobbet

Ansökan sker via e-post till [email protected].

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