Senior ML Engineer, Reliability & Scale

Roblox; San Mateo (CA); On-site; USD 196,750 - 243,290; Full time

Benefits offered by this job

Equity compensation

Comprehensive benefits package

Job summary

Roblox is looking for a Senior Machine Learning Engineer to enhance the reliability of production systems at their San Mateo, CA headquarters. This role involves defining roadmaps for machine learning practices, improving anomaly detection, and developing effective data pipelines.

The ideal candidate will have experience in modeling techniques, distributed systems, and a strong ability to communicate complex tech concepts. The salary range for this position is $196,750—$243,290 USD.

Qualifications

• Expert knowledge of various modeling techniques and the ability to fine-tune models.
• Ability to propose and architect infrastructure for machine learning systems.
• Good understanding of large-scale, high-throughput systems.

Responsibilities

• Define the roadmap for Machine Learning Engineering to improve Production Systems Reliability.
• Enhance real-time anomaly detection using advanced ML techniques.
• Develop data pipelines for metrics, logs, and traces.
• Build reasoning layers to identify root causes of production issues.
• Create time-series models for predicting capacity and traffic fluctuations.

Skills

Machine Learning Techniques

Distributed Systems Fundamentals

Data Analysis

Communication Skills

Job description

Roblox is looking for a Senior Machine Learning Engineer to enhance the reliability of production systems at their San Mateo, CA headquarters. This role involves defining roadmaps for machine learning practices, improving anomaly detection, and developing effective data pipelines.

The ideal candidate will have experience in modeling techniques, distributed systems, and a strong ability to communicate complex tech concepts. The salary range for this position is $196,750—$243,290 USD.