| Data Scientist :: Hybrid - Berkeley, California :: No H1B-CPT at California, Maryland, USA |
| Email: [email protected] |
| From: PRIYA, KPG99 [email protected] Reply to: [email protected] Hey, Please read the below requirements and share your resume and also please let me know your current location and visa location if you are interested. Senior Data Scientist - Healthcare Industry Hybrid - Berkeley, California No H1B/CPT Healthcare Industry experience. Senior Data Scientist to build efficient, data driven systems for a Regional Laboratory team in the Healthcare domain. This multi-year engagement will be hybrid, working onsite three to four days a week in Berkeley, California. The ideal candidate will have a strong background in statistics and in designing, developing and deploying machine learning models. This role will focus on developing innovative solutions in healthcare domain. Scope of Responsibilities: * Collaborate with cross-functional teams, data scientist and SMEs to understand the domain specific data, select appropriate & diverse data set, perform feature selection and feature engineering. * Design, develop and implement machine learning algorithms and deep learning application and systems. * Study and transform business problems into machine learning algorithm and application. * Run machine learning experiments, train and monitor machine learning models to identify data drifts, irregularities/anomalies and document findings and results. * Analyze, improve and maintain existing AI/ML models and solutions. * Build and maintain robust and optimized data pipelines. * Establish performance metrics including accuracy, precision, recall, F1, ROC, AUC to understand model effectiveness. * Explore potential applications of GenAI, RAG, Computer Vision, Time Series and other AI/ML solutions in healthcare domain. * Stay up-to-date with latest advancements in AI/ML industry and incorporate new knowledge and techniques into ongoing projects Skills: * Strong problem-solving skills and ability to work independently in fast-paced dynamic environment. * 3 to 7 years of strong industry experience in building and deploying machine learning models in Windows/Linux production environment using Python, PyTorch, TensorFlow. * Expert in Deep Learning, Natural Language Understanding and * Processing (NLU/NLP). * Strong knowledge of Computer vision, LLM and Generative AI, data visualization tools and building data pipelines. * Working knowledge of SQL and data analysis tools. * Experience in building RAG (Retrieval Augmented Generation) solutions and Time service forecasting. * Working knowledge of Azure/AWS/Google cloud AI and machine learning products and services. * Excellent communication skills and ability to articulate complex concepts to non-technical stakeholders. Keywords: artificial intelligence machine learning Data Scientist :: Hybrid - Berkeley, California :: No H1B-CPT [email protected] |
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| Wed Aug 07 22:04:00 UTC 2024 |