Senior Software Engineer, Machine Learning Platform
PlayStation Globalabout 7 hours ago
San Diego, CA, USASenior
Base Salary
$187k - $266k/yr
Responsibilities
- Architect and lead the design of ML inference infrastructure.
- Support globally distributed, multi-tenant model serving.
- Design low-latency, high-throughput inference systems.
- Build large-scale distributed systems using Scala.
- Integrate enterprise feature stores for low-latency feature delivery.
- Develop ML inference services within Bazel-based monorepos.
- Extend GitHub Prow workflows with Golang plugins/controllers.
- Utilize Pulumi for scalable, reproducible inference environments.
- Apply formal methods to enhance distributed inference algorithms.
- Optimize ML algorithms for memory efficiency and runtime speed.
- Design observability frameworks for model performance analytics.
- Mentor engineers and align architecture with compliance standards.
Requirements
- Master’s degree in Computer Science or related field.
- Five years of experience in designing low-latency inference systems.
- Experience with computer vision and multimodal models.
- Proficiency in Scala, Java, and Go for building distributed systems.
- Knowledge of reactive frameworks and multithreading.
- Experience with CI/CD pipelines and GitHub Prow.
- Ability to optimize ML algorithms for performance.
- Familiarity with MLOps and compliance standards.
Benefits
- Top-tier benefits package including medical, dental, and vision.
- Matching 401(k) plan.
- Paid time off and wellness program.
- Employee discounts for Sony products.
- Potential eligibility for a bonus package.