Posted:1 week ago|
Platform:
Hybrid
Full Time
Responsible for the development and implementation of predictive modeling algorithms and techniques to solve unmet needs, customer/business problems and optimize user experiences Conduct in-depth research to stay at the forefront of AI advancements, exploring opportunities to integrate predictive and generative AI models into our products and services. Predictive AI Modeling: Formulate problem statements and hypotheses for diverse business challenges (clinical, operational and business process optimization problems). Create Spark & Python code in Databricks to retrieve data from across disparate data sources and create new innovative actionable insights. Prepare data for effective model training. Develop, train, and evaluate predictive AI models using various tailored to specific problems. Continuously refine and optimize models for performance, scalability, and efficiency. Deploy models into production environments and monitor their performance. Generative AI Modeling: Identify opportunities where generative AI models can add value Explore and experiment with generative models (e.g., GPT) suitable for the chosen application. Train and evaluate generative models, fine-tuning parameters for desired outputs. Integrate generative models into production workflows or applications. Work with datasets of varying degrees of size and complexity including both structured and unstructured data Implements batch and real-time model scoring to drive actions Develop sophisticated visualization of analysis output for various users through JavaScript based frameworks React/Angular/VueJs etc. or using OOPS C#, Java
First Meridian Business Services
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