Machine Learning Operations Intern at Impinj in Seattle, WA

Summary: Impinj is a leading RAIN RFID provider and Internet of Things pioneer. They are seeking a Machine Learning Operations Intern specializing in DevOps for Machine Learning to automate the deployment and maintenance of production ML models for RFID solutions on the Edge. Responsibilities: - Work closely with the ML Data scientists and the MLOps team to build a cloud-based model monitoring tool that can track model performance, drift and bias, data quality, etc - Contribute to other MLOps efforts such as building CI/CD pipelines for ML development and deployment, data versioning, etc Required Qualifications: - Currently enrolled in a Bachelor's or Master's program in Computer Science, Data Science, Software Engineering, or a related technical field - Proficiency in Python (specifically libraries like Pandas, NumPy, and Scikit-learn) - Strong command of Git and GitHub/GitLab workflows - Experience with observability tools such as Grafana, Prometheus - Exposure to cloud platforms - Familiarity with at least one major ML framework (PyTorch or TensorFlow) - Familiarity with SQL or NoSQL databases for storing high-volume event data - Experience with orchestration tools such as Kubeflow, MLflow, or Airflow - Clear communication skills and ability to document technical information for a variety of intended audiences Required Skills: Python, Git, GitHub/GitLab, ML frameworks Important Skills: Cloud platforms, SQL, NoSQL databases, Observability tools, Orchestration tools Nice-to-Have Skills: Clear communication Benefits: Healthcare benefits, 401(k) plan and company match, Merit increases, Annual bonus, Stock