| Urgent Profile Needed - GCP Data Engineering Consultant - Remote at Remote, Remote, USA |
| Email: [email protected] |
| From: John Joseph, IDC Technologies [email protected] Reply to: [email protected] HI, Hope you are doing well. We have an urgent opening for the position of GCP Data Engineering Consultant - Remote Contract position for our clients, kindly Check the below job description and let me know your interest. Job Description: Job Title : GCP Data Engineering Consultant Experience : 8 to 15 years Location : Remote (Plano, Texas) We are looking for a Data Science Engineer with GCP who will be responsible for collecting patient information from electronic health records and interpreting clinical notes, diagnoses, and other medical text using advanced NLP algorithms. They will entail combining structured and unstructured data from many sources to produce cohesive patient profiles and provide short summaries of patient history, treatment, and outcomes. Responsibilities: Proven experience as a Data Scientist or similar role, preferably in the healthcare domain. Experience with data manipulation and analysis libraries (e.g., pandas, NumPy). Hands-on experience with Google Cloud Platform (GCP), particularly Vertex AI. Experience with multi-model development and exploration. Strong proficiency in programming languages such as Python or R. Experience working in the healthcare domain and FHIR data is a plus. Knowledge of machine learning techniques and algorithms (e.g., regression, classification, clustering). Proficiency in natural language processing (NLP) tools and libraries. Familiarity with developing and deploying generative AI models via Vertex AI APIs (e.g., PaLM 2, MedLm). Familiarity with healthcare data standards and protocols, including FHIR. Extract patient information from various electronic health records. Apply unsupervised and supervised learning models, including deep learning neural networks, to categorize clinical data and build recommendation engines for various physician specialties based on patient contexts. Utilize NLP techniques to interpret clinical notes, diagnoses, and other medical text effectively. Manage structured and unstructured data to ensure effective integration and analysis. Integrate data from diverse sources into unified patient profiles. Automatically generate concise summaries of patient history, treatment, and outcomes. Develop customizable summarization templates tailored to user requirements. Design and implement data extraction and NLP modules. Establish basic data normalization and integration functionalities. Implement initial user authentication and role-based access controls. Build and deploy machine learning models, including large language models (LLMs), on the Google Cloud Platform (GCP). Collaborate closely with cross-functional teams to deliver scalable data solutions. Qualification: Bachelor's degree or equivalent combination of education and experience Keywords: artificial intelligence rlang Urgent Profile Needed - GCP Data Engineering Consultant - Remote [email protected] |
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| Sat Jul 06 02:24:00 UTC 2024 |