8 Krishna Global Services Jobs
8-12 years
Hyderabad / Secunderabad
Data Scientist - Healthcare Domain (8-12 yrs)
Krishna Global Services
posted 2mon ago
Flexible timing
Key skills for the job
Experience Required : 8-12 Yrs.
Location : Hyderabad.
Must have :
- 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.
Good to have :
- Familiarity with healthcare data standards and protocols, such as FHIR.
- Ability to work independently and collaboratively in a fast-paced environment.
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.
Functional Areas: Other
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