Position title
Data Scientist
Description
- Proven experience as a Data Scientist or similar role, preferably in the healthcare domain.
- Strong proficiency in programming languages such as Python or R.
- Experience with data manipulation and analysis libraries,
- Knowledge of machine learning techniques and algorithms (e.g., regression, classification, clustering).
- Experience with natural language processing (NLP) tools and libraries.
- Experience with Using Vertex AI.
- Experience developing and deploying generative AI models Vertex AI API using models (like PaLM 2, MedLm)
- Developing & exploring a multi-model
- Experience with cloud platforms, particularly GCP.
- Excellent communication and interpersonal skills.
- ML Deployment
Responsibilities
- Utilize NLP techniques to interpret clinical notes, diagnoses, and other medical text.
- Handle structured and unstructured data effectively.
- Integrate data from multiple sources into cohesive patient profiles.
- Automatically generate concise summaries of patient history, treatment, and outcomes.
- Develop customizable summarization templates based on user needs.
- Develop data extraction and NLP modules.
- Establish basic data normalization and integration functionalities.
- Implement initial user authentication and role-based access.
- Build and deploy models (including LLMs) in GCP.
- Work collaboratively with cross-functional teams to deliver solutions.
- Experience working in the healthcare domain.
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Employment Type
Full-time
Industry
Computer /IT
Job Location
Nagpur, Pune, Hyderabad, Bangalore
Working Hours
8hrs
Education
B.E/ B.Tech
Experience
0-6yrs
Base Salary
₹3L-₹8L
Skills
Interpersonal skills , GCP, data manipulation, Machine learning, Programming, Healthcare, Deployment, Natural language processing, Python, Data extraction.
Date posted
June 20, 2024
