Principal Software Engineer, Generative AI - Remote

Overview

At Natera, we revolutionize the world of medicine by developing genetics products that combine cutting-edge technology and science. We are looking for a skilled, experienced, and self-motivated Principal Software Engineer to join the development team, working on high-impact projects.

In Short

• Lead the Generative AI roadmap and identify critical business problems.
• Define strategies for leveraging Generative AI within the organization.
• Ensure appropriate LLM complexity for various use cases.
• Prototype and test LLM scenarios to refine user experiences.
• Strong experience in machine/deep learning and statistical modeling.
• Collaborate with cross-functional teams to deliver features iteratively.
• Stay updated with advancements in Large Language Models (LLMs).
• Report findings clearly through excellent communication skills.
• Work with data scientists and engineers to execute the Generative AI roadmap.
• Educate leaders on the use of Generative AI.

Requirements

• Advanced degree (Ph.D. preferred) in a quantitative field.
• 15+ years of proficiency in Python, SQL, R, MATLAB, PyTorch, Keras, and git.
• 8+ years of experience in ML/deep learning, including LLM fine-tuning.
• 8+ years of experience in data visualization and creating dashboards.
• 8+ years of experience in data manipulation and integration.
• 8+ years of implementing AI/ML systems using platforms like Databricks.
• Strong understanding of cloud-based data platforms (AWS, Azure, Google Cloud).
• Proven experience in machine learning and software engineering best practices.
• Fluency in English.

Benefits

• Comprehensive medical, dental, vision, life, and disability plans.
• Free testing for employees and their families.
• 401k benefits and commuter benefits.
• Generous employee referral program.
• Pregnancy and baby bonding leave.