Machine Learning Lead - Natural Language Processing - Remote

Overview

At Avalara, we are building the next generation of automated tax compliance products by using modern machine learning techniques.

In Short

• Design and program integrated software algorithms for data analysis.
• Apply statistical methodologies and machine learning to create tools and models.
• Develop insights and algorithms to improve product performance.
• Use techniques like decision trees and logistic regression for algorithm design.
• Translate algorithms into efficient, production-ready code using Python.
• Implement testing and debugging practices to enhance system efficiency.
• Create documentation for systems and algorithms.
• Develop generative AI technologies for various applications.
• Adapt machine learning methodologies to modern technologies.
• Deploy scalable solutions in cloud environments like AWS and Azure.

Requirements

• Bachelor's or master's degree in computer science or related field.
• Proficiency in machine learning and NLP.
• Experience with software fundamentals and algorithms.
• Hands-on experience with CI/CD pipelines and cloud software.
• Expertise in generative AI and conversational systems.
• 7+ years of experience with custom models and ensembles.
• Experience in cloud environments (AWS, Azure, GCP).
• Knowledge of object-oriented design principles.

Benefits

• Great compensation package.
• Paid time off and parental leave.
• Health benefits including medical, life, and disability insurance.
• Support for diversity, equity, and inclusion.