Position Details
About this role
This role involves designing and building large-scale machine learning systems for advertising, focusing on pricing, inventory, ranking, and safety, while leading technical initiatives and mentoring teams.
Key Responsibilities
- Design ML systems
- Deploy models
- Lead cross-team initiatives
- Establish best practices
- Mentor engineers
Technical Overview
The environment includes large-scale batch and real-time ML systems, distributed architectures, MLOps practices, and scalable deployment pipelines, requiring expertise in software engineering, data science, and ML frameworks.
Ideal Candidate
The ideal candidate is a senior machine learning engineer with over 8 years of experience in designing and deploying large-scale ML systems, with expertise in distributed systems, MLOps, and scalable architecture. They have a strong background in software engineering and data science, capable of leading cross-organizational initiatives.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Less than 8 years experience, Lack of experience with distributed systems or MLOps, No background in large-scale ML deployment, Failure to demonstrate leadership in technical projects
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