Software Engineer - Gen AI

3 days ago

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Natera

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We are a global leader in cell-free DNA (cfDNA) testing, dedicated to oncology, women’s health, and organ health.

Non-Invasive Prenatal Testing (NIPT) • Single gene diseases • Preimplantation Genetic Screening (PGS)/Diagnosis (PGD) • Biopsy training • Multi-Disease Carrier Screening

1001 - 5000

Description

• We are seeking a highly skilled and motivated Software Engineer to join our team responsible for developing a robust Post Billing Processing system. • This role will involve designing and implementing automated workflows, template generation engines, and AI-enhanced modules to optimize the process of appealing denied insurance claims. • Design, develop, and maintain the Post Billing Processing system components, including the Denial Code Manager, Workflow Orchestrator, Template Generation Engine, AI/LLM Enhancement Module, Testing and Optimization Module, Outbound Package Preparation, and Automated Outbound Communication. • Collaborate with business stakeholders to understand requirements and translate them into technical specifications. • Implement AI/LLM technologies to enhance denial letter templates for improved payor acceptance. • Develop and execute A/B testing and hyperparameter tuning strategies to optimize template parameters. • Create and maintain comprehensive documentation for system components, workflows, and processes. • Ensure data security and compliance with healthcare regulations and standards. • Provide ongoing support and maintenance for the system, troubleshooting and resolving issues as needed. • Stay updated with the latest advancements in AI/LLM technologies and incorporate relevant innovations into the system.

Requirements

• Bachelor’s or Master’s degree in Computer Science, Software Engineering, or a related field. • Hands on with LLMs (In previous projects) and worked on product development using LLMs (such as Open AI APIs, Open Source LLMs). • Hands on experience with Vector Database & Graph DB (Pinecone, Milvus, Neo4j). • Solid understanding on framework like Langchain/LangGraph, Haystack and ability to use Agentic Workflows. • Strong proficiency in programming languages such as Python, NodeJs. • Experience with workflow automation such as AWS Step Functions. • Hands-on experience with building RAG solutions. • Plus: Ability to use advanced techniques like HyDE and LLM reranking for effective semantic search for RAG systems. Hands-on experience in creating Embedding using Ada models.

Benefits

• Competitive Benefits • Employee benefits include comprehensive medical, dental, vision, life and disability plans for eligible employees and their dependents. • Additionally, Natera employees and their immediate families receive free testing in addition to fertility care benefits. • Other benefits include pregnancy and baby bonding leave, 401k benefits, commuter benefits and much more. • We also offer a generous employee referral program!