Description

You will develop and deploy advanced machine learning and computer vision algorithms at scale to solve problems across merchandising, marketing, and operations.

Responsibilities

• Translate business and functional needs into actionable AI/ML/CV problem statements.
• Develop custom ML/CV models and build reusable services and utilities for wide-scale application.
• Manage and integrate complex datasets from multiple, disparate sources through robust data pipelines.
• Collaborate with engineering teams to integrate algorithms into tools, processes, and interfaces.
• Support the entire project lifecycle from problem discovery and algorithmic design to deployment and monitoring.

Required Skills

• 5+ years of experience building ML/CV based models in a professional environment.
• Proficiency in Python.
• Experience productionizing machine learning solutions in a cloud environment.
• Strong background in Statistics and Operational Research.
• Familiarity with deep learning and computer vision algorithms.
• Experience creating models that run on-device, such as smartphones.
• Proficiency in machine learning algorithms including multi-class classifications, decision trees, support vector machines, and anomaly detection.
• Deep understanding of probability and statistical models, including generative and descriptive models.

Preferred Skills

• Experience with Spark, Scala, Scikit learn, TensorFlow, or Torch.

Key Skills

Education

Master’s degree