Lead Machine Learning Engineer, Intelligent Foundations and Experiences

What you'll do

• Design, build, and deliver machine learning models and components that solve real-world business problems.
• Develop and review high-quality model and application code using Python, Scala, or Java.
• Construct optimized data pipelines to feed machine learning models at scale.
• Retrain, maintain, and monitor machine learning models in production environments.
• Build and manage cloud-based architectures to deliver optimized ML models.
• Implement CI/CD best practices, including test automation and monitoring, for model deployment.
• Ensure all code follows best practices for Responsible and Explainable AI.
• Inform infrastructure decisions based on knowledge of modeling techniques like hyperparameter tuning and feature selection.

What we're looking for

• Bachelor's degree required; Master's or Doctoral degree in a relevant field preferred.
• At least 6 years of experience designing and building data-intensive solutions using distributed computing.
• At least 4 years of experience programming with Python, Scala, or Java.
• At least 2 years of experience building, scaling, and optimizing machine learning systems.
• At least 3 years of experience with industry-recognized ML frameworks like scikit-learn, PyTorch, Dask, Spark, or TensorFlow.
• At least 2 years of experience developing performant, resilient, and maintainable code.
• At least 2 years of experience with data gathering and preparation for machine learning models.
• Work authorization that require immigration support from an employer.