Staff Machine Learning Engineer, AI Insights

Role description

Role Overview

The AI Insights team builds customer-facing AI capabilities across CoreWeave’s Mission Control portfolio. We combine machine learning, observability, and production software engineering to help engineers and customers understand workload health, diagnose infrastructure issues, and identify opportunities to improve efficiency, capacity, and performance.

What You Will Do

Lead the technical design and delivery of production machine learning systems for infrastructure observability, troubleshooting, and optimization. Develop approaches for anomaly detection, time-series analysis, event correlation, ranking, recommendation, classification, and root-cause inference across high-volume telemetry.

Why It Might Be a Fit

Work on foundational AI capabilities for an AI-native cloud company. Solve difficult ML problems using high-volume, high-value infrastructure telemetry. Help define how engineers and customers understand, troubleshoot, and optimize large-scale AI workloads.

Requirements

• Significant experience designing and shipping machine learning systems that operate in production.
• Strong software engineering skills in Python; experience with Go or another systems-oriented language is a plus.
• Deep understanding of machine learning fundamentals, including model selection, feature engineering, experimentation, evaluation, and failure analysis.
• Experience working with time-series, event, log, metric, trace, or other operational data at meaningful scale.
• Demonstrated ability to define evaluation methodology for ambiguous or domain-specific ML problems.
• Strong systems thinking and the ability to reason about distributed systems, data quality, latency, observability, and operational failure modes.
• Excellent communication and collaboration skills, including the ability to work effectively with research, product, infrastructure, and customer-facing teams.
• A track record of technical leadership, mentorship, and influence across organizational boundaries.

Benefits

• Medical, dental, and vision insurance - 100% paid for by CoreWeave
• Company-paid Life Insurance
• Voluntary supplemental life insurance
• Short and long-term disability insurance
• Flexible Spending Account
• Health Savings Account
• Tuition Reimbursement
• Ability to Participate in Employee Stock Purchase Program (ESPP)
• Mental Wellness Benefits through Spring Health
• Family-Forming support provided by Carrot
• Paid Parental Leave
• Flexible, full-service childcare support with Kinside
• 401(k) with a generous employer match
• Flexible PTO
• Catered lunch each day in our office and data center locations
• A casual work environment
• A work culture focused on innovative disruption