Real-Time ML Engineer: Ads Pipelines & Serving

Amazon Inc.; Seattle (WA); Presencial; USD 144.000 - 194.000; Jornada completa

Descripción de la vacante

Amazon Ads is seeking experienced software professionals to design and maintain ML pipelines and online serving systems that power sponsored ads with strict latency requirements. You will collaborate with ML researchers to optimize models and infrastructure, delivering end-to-end solutions from training to production in a 24x7x365 environment.

The role emphasizes building scalable, reliable services, working with product and UX teams, and mentoring peers through code reviews and design

Formación

• 3+ years of non-internship professional software development experience.
• 2+ years of non-internship design or architecture of new and existing systems.
• 1+ years of software development engineer or related occupational experience.
• 1+ years of designing and developing large-scale, multi-tiered, multi-threaded, embedded or distributed software applications, tools, systems, and services using: C#, C++, Java, or Perl experience
• 1+ years of Object Oriented Design experience.
• Experience programming with at least one software programming language.

Responsabilidades

• Design, develop and support scalable ML pipelines and online serving systems that deliver highly relevant sponsored ads under strict latency limits
• Partner with applied and research scientists to optimize ML model performance and infrastructure, and take models from experimentation into production
• Deliver ML features end to end: system design, implementation, testing, deployment and operations
• Identify problems, propose solutions and use performance metrics to track system health and model quality
• Run production services to a high bar for operational excellence (24x7x365) for products used by hundreds of millions of customers
• Work with Product, UX, QA and other engineers to build the right product for customers
• Mentor peers and share technical knowledge through design and code reviews

Conocimientos

Software development experience

System design/architecture

SDE experience

C# / C++ / Java / Perl

OO Design

Programming languages

Educación

Bachelor's degree in computer science or equivalent

Descripción del empleo

Amazon Ads is seeking experienced software professionals to design and maintain ML pipelines and online serving systems that power sponsored ads with strict latency requirements. You will collaborate with ML researchers to optimize models and infrastructure, delivering end-to-end solutions from training to production in a 24x7x365 environment.

The role emphasizes building scalable, reliable services, working with product and UX teams, and mentoring peers through code reviews and design