Amazon.com Services LLC
Advertising
SoftwareDevelopmentEngineer-MachineLearning,AdResponsePrediction
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Software Development Engineer - Machine Learning, Ad Response Prediction at Amazon.com Services LLC. Skills: Machine Learning, Software Development, Ad Response Prediction. Design scalable machine-learning pipelines. Code scalable machine-learning pipelines”
Industry & Context.
Solve problems with data; Analytical
What They're Looking For.
Must Have
3+ years software development experience, 2+ years system design experience, Experience programming one language
Nice to Have
3+ years full SDLC experience, Bachelor's degree computer science, Machine learning experience, Data mining experience, Information retrieval experience, Statistics experience, Natural language processing experience
What You'll Do.
Design scalable machine-learning pipelines
Code scalable machine-learning pipelines
Troubleshoot scalable machine-learning pipelines
Support scalable machine-learning pipelines
Design online serving systems
Code online serving systems
Troubleshoot online serving systems
Support online serving systems
Optimize CTR prediction models
Optimize CTR prediction infrastructure
Implement end-to-end solutions
Own technical direction
Work with business partners
Collaborate on product direction
Maintain relationships
Drive technology decisions
How You'll Work.
Team & Collaboration
Work with applied scientists; Work with product managers; Work with other engineers; Engineering and science relationships
Process & Methodology
Project management
Full Job Description
Amazon is investing heavily in building a world class advertising business and we are responsible for defining and delivering a collection of self-service performance advertising products that drive discovery and sales. Our products are strategically important to our Retail and Marketplace businesses driving long term growth. We deliver billions of ad impressions and millions of clicks daily and are breaking fresh ground to create world-class products. We are highly motivated, collaborative and fun-loving with an entrepreneurial spirit and bias for action. With a broad mandate to experiment and innovate, we are growing at an unprecedented rate with a seemingly endless range of new opportunities. Amazon's Sponsored Products advertising business is one of the fastest growing areas in the company. The Ads Response Prediction team owns multiple critical services and applications that empowers personalized Ads recommendations in Sponsored Products. We apply state-of-the-art deep learning and LLM based methods on Click-through-rate (CTR) prediction, with a mission of improving both shopper and advertiser experiences. By developing and using real-time shopper understanding signals, deep product embeddings and LLM-based insights, we provide personalization power for the entire Ads business within Amazon. As a Software Development Engineer in Machine Learning in this team, you will drive the technical direction of our offerings and solutions, working with many different technologies across the sponsored products organization. You will design, code, troubleshoot, and support scalable machine-learning pipelines and online serving systems. You will work closely with applied scientists to optimize the performance of CTR prediction models and infrastructure, and implement end-to-end solutions. What you create is also what you own. The business and technical challenges are significant. Fortunately, we have a broad mandate to experiment and innovate, and a seemingly endless range o
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