Senior ML Platform Engineer - Scale & Deploy Models

Snapchat, Inc.; Santa Clarita (CA); Vor Ort; USD 178.000 - 313.000; Vollzeit

Benefits dieser Stelle

RSUs

Paid parental leave

Comprehensive medical coverage

Mental health support programs

Zusammenfassung

Snap Inc. seeks a Software Engineer to join the ML Platform Experience team to design and optimize infrastructure for ML workloads at scale.

You will build feature pipelines, deploy models in production, and collaborate with ML engineers while upholding security and quality standards. The role requires strong Python and Java skills, experience with distributed systems, and comfort with cloud and big data tools.

Qualifikationen

• Bachelor's degree in computer science or equivalent experience.
• 6+ years of post-bachelor software development experience or advanced degree with 5+ years.
• Experience building large-scale production ML systems and distributed systems.

Aufgaben

• Design and optimize infrastructure systems for ML workloads at scale.
• Build feature generation and serving pipelines for online inference and offline data.
• Develop high-performance inference systems for fast model serving.
• Collaborate with ML engineers to deploy models into production and ensure security and quality.

Kenntnisse

Python

Java

Distributed systems

ML infrastructure

Cloud platforms

Ausbildung

Bachelor's degree in computer science

Master's or PhD preferred

Tools

Spark

Flink

Ray

TensorFlow/PyTorch

Jobbeschreibung

Snap Inc. seeks a Software Engineer to join the ML Platform Experience team to design and optimize infrastructure for ML workloads at scale.

You will build feature pipelines, deploy models in production, and collaborate with ML engineers while upholding security and quality standards. The role requires strong Python and Java skills, experience with distributed systems, and comfort with cloud and big data tools.