July 4, 2024
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California, United States, United States
July 4, 2024
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About The Role And Job
Role: Data Scientist
Location: Remote, Canada (TechM Office)
Hire Type: Fulltime
Job 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)
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.
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Role: Data Scientist
Location: Remote, Canada (TechM Office)
Hire Type: Fulltime
Job 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
- Excellent communication and interpersonal skills.
- ML Deployment
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.
T
