Hypersonix Inc. San Jose , CA 95111
Posted 1 week ago
Hypersonix.ai is revolutionizing the e-commerce landscape by harnessing the power of AI, ML, and advanced decision capabilities to deliver real-time business insights. Built from the ground up with cutting-edge technology, Hypersonix.ai simplifies data consumption for our diverse range of customers across various industry verticals.
Roles and Responsibilities:
Collaborate with cross-functional teams in designing, developing, and deploying traditional machine learning models and algorithms for supply chain optimization
Conduct research, experimentation, and implementation of state-of-the-art traditional machine learning techniques and frameworks to address complex challenges
Develop and enhance forecasting models for demand prediction, inventory management, and pricing optimization
Optimize traditional machine learning models for tasks such as inventory forecasting, pricing strategies, and demand forecasting
Stay abreast of the latest advancements in traditional machine learning, forecasting techniques, and optimization methods, integrating them into our projects
Collaborate closely with data scientists, software engineers, and product teams to seamlessly integrate machine learning solutions into production environments
Document research findings, methodologies, and codebase for effective knowledge sharing and team collaboration
Troubleshoot and resolve issues in production environments to ensure system reliability and performance
Conduct root cause analysis of product defects and implement effective solutions
Design, develop, and maintain components of the product to drive customer adoption
Utilize various data science methodologies to tackle complex business problems effectively
Qualification/Requirements:
Strong problem-solving skills and the ability to tackle complex, open-ended challenges
Self-motivated individual with a strong work ethic, capable of working independently and collaboratively within a team
Proven experience in traditional machine learning, forecasting, pricing, and inventory optimization with a robust portfolio of projects
Proficiency in Python programming and the ability to write efficient, maintainable code
Expertise in traditional machine learning libraries and frameworks such as scikit-learn, XGBoost, and LightGBM
Experience with cloud-based AI services and infrastructure (e.g., AWS)
Demonstrated experience in API development and integration
Previous experience working in production environments, ensuring system stability and performance
Hypersonix Inc.