Machine Learning Engineer II (Remote)

About the Role

In this role you will support cross-functional teams in designing and implementing machine learning-based solutions and contribute to Machine Learning Engineering (MLE) internal tools and best practices.

What You'll Do

• Work with Engineers to integrate Data Science models into customer-facing solutions
• Support model development through Google Cloud Platform (PCP) service enablement and configuration
• Contribute to the roadmap for Data Science and MLE team tools and technology development
• Design and implement monitoring and alerting systems to maintain model performance and integrity
• Work within the Machine Learning Engineering team to develop leverageable toolsets to standardize and streamline model implementations
• Mentor and guide junior machine learning engineers, providing technical expertise and fostering a culture of continuous learning and development
• Think in terms of iterative development, document, and communicate throughout the products' data science lifecycle
• Work closely with Data Scientists to efficiently scale Extract Transform Load (ETL) workflows and models to meet production requirements
• Optimize and fine-tune models to achieve peak performance and accuracy within resource constraints
• Stay up-to-date on GCP services and best practices for Data Science and Machine Learning implementations
• Additional tasks may be assigned

• Bachelor's degree in Data Science, Computer Science, Statistics, Applied Mathematics or equivalent quantitative field
• 3+ years of progressively complex Data Science or analytics experience
• 3+ years of experience as a Machine Learning Engineer with a proven track record of successful project delivery
• In-depth knowledge of Google Cloud Platform services, particularly Vertex AI, BigQuery and Dataproc
• Extensive expertise with CI/CD and IaC best practices
• Extensive knowledge of distributed computing and big data technologies like Spark, Kubeflow, Airflow and SQL
• Extensive expertise in Python and machine learning libraries (e.g., TensorFlow, PyTorch, scikit-learn)
• Experience with Agile/XP software development
• Experience with OGSM approach; strategy development, and execution

• Master's Degree and/or Ph.D.
• Proficiency in Java/Scala or other languages
• Retail experience
• E-commerce experience