sugar.fit - Data Scientist - Predictive Modeling/Machine Learning
2 months ago
Key Responsibilities :
- Collaborate with cross-functional teams including clinicians, backend engineers, and product managers to identify key healthcare challenges and develop AI-driven solutions.
- Design, develop, and deploy predictive models, machine learning algorithms, and statistical techniques to extract insights from complex healthcare datasets.
Conduct exploratory data analysis to identify trends, patterns, and correlations within healthcare data.
- Implement data preprocessing techniques to ensure data quality, consistency, and reliability.
- Work on feature engineering and selection to optimize model performance and interpretability.
- Evaluate model performance using appropriate metrics and iterate on models to improve accuracy and effectiveness.
- Stay updated on the latest advancements in AI, machine learning, and healthcare informatics, and incorporate relevant techniques into our solutions.
- Communicate findings and insights effectively to both technical and non-technical stakeholders through visualizations, reports, and presentations.
- Ensure compliance with regulatory requirements and best practices for handling sensitive healthcare Proven experience (2+ years) working as a Data Scientist
- Strong proficiency in programming languages such as Python or R, and experience with libraries/frameworks such as TensorFlow, PyTorch, scikit-learn, etc.
- Expertise in machine learning techniques including supervised and unsupervised learning, deep learning, natural language processing, etc.
- Familiarity with cloud computing platforms (e.g., AWS, Azure, GCP) and experience deploying machine learning models in production environments.
- Excellent problem-solving skills, analytical thinking, and attention to detail.
Strong communication and collaboration skills, with the ability to work effectively in a fast-paced, interdisciplinary team environment.
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Bengaluru, India Ragus Health care private limited Full timeJob Description :Founded in 2021, Sugarfit provides a "Personalized evidence-based path to Type 2 and Pre-Diabetes Reversal & management". Sugarfit leverages a precision health platform combining CGM sensors, Machine Learning, and Medical Science to improve human metabolic health and reverse chronic disease through precision nutrition, progressive fitness...
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