| Position : AI-ML & Data Client : AIG Location : HYBRID NJ or NC Candidate Must work previous with Any Insurance client . at Remote, Remote, USA |
| Email: [email protected] |
| From: Bharath Kumar, Oncorre [email protected] Reply to: [email protected] Position : AI/ML & Data Client : AIG Location : HYBRID NJ or NC NOTE: This role is hybrid in NJ or NC. The client is expecting 3 days onsite in week. Non-local candidates must plan to travel every week and be onsite. Job Discription Candidate Must work previous with Any Insurance client . Responsible for architecting multiple AI/ML workstreams, platform and pipelines, enabling the creation of production-ready APIs, data and AI/ML models with streamlined effort. Responsible for building highly distributed, available and scalable products and platform on cloud named Curie, supporting tera scaled data delivery for complex transformations, acquisition of data across diverse sources and supporting billions of parameters for ML training and delivery. Led the design and implementation of scalable big data pipelines, ML/AI functionality on Azure and AWS cloud platforms for multi-tenant B2B clients. Responsible for overall EZOPS AI solutions along with UX, boosting model experimentation of Deep Neural Nets, XGB, OCR, LLM, NLP, Autoencoders with distributed training, API and deployment efficiency, notably reducing operational costs by 60% and achieving high adoption of models in production. Responsible for development and deployment orchestration of microservices and technologies not limited to Kubernetes, Kafka, dbt, TF, pytorch, gpu, llama2,LangChain, airflow, cloud ML stacks on AWS, AZURE to serve high performance APIs. Designed fault-tolerant systems emphasizing robust data collection, computations and implemented features like a high-performance query engine, ML segmentation, near real time pricing structure for commercial business with high conversion rate of 70% reducing significant underwriting cost. Spearheaded the development of single source of truth a scalable data infrastructure, revolutionized legacy modeling and ML processes for numerous use cases such as portfolio analytics, claims analytics, fraud monitoring, capital reserves, regulatory reporting, personalized policy rating and many more. Successfully deployed in production, 100s of ML models, designed various statistical studies, simulation models, deep-triangle reserves, and forecasting models. Keywords: artificial intelligence machine learning user experience New Jersey North Carolina Position : AI-ML & Data Client : AIG Location : HYBRID NJ or NC Candidate Must work previous with Any Insurance client . [email protected] |
| [email protected] View all |
| Fri Sep 20 08:02:00 UTC 2024 |