Applied Scientist Gen AI - Amazon Advertising, Creativex

Amazon Amazon · Big Tech · Seattle, WA · Machine Learning Science

Applied Scientist role focused on developing novel AI Agent architectures and multi-modal Generative AI models (audio, images, videos) for advertisers within Amazon Advertising's CreativeX team. The role involves research, development, and productionization of these models, with an emphasis on agent evaluation, LLM/VLM fine-tuning, and reinforcement learning.

What you'd actually do

  1. Drive the invention and development of novel AI Agent architectures and video/image/audio generation models in advertising.
  2. Strong expertise in AI agent evaluation methodologies and complex task decomposition; hands-on experience with AI-powered video generation pipelines;
  3. Deep knowledge in LLM/VLM fine tuning and reinforcement learning.
  4. Work closely and integrate end-to-end proof-of-concept Machine Learning projects that have a high degree of ambiguity, scale and complexity.
  5. Build interface-oriented systems that use Machine Learning models, perform proof-of-concept, experiment, optimize, and deploy your models into production; work closely with software engineers to assist in productionizing your ML models.

Skills

Required

  • Java
  • C++
  • Python
  • SQL
  • RDBMS
  • Data Warehouse

Nice to have

  • implementing algorithms using toolkits and self-developed code
  • publications at top-tier peer-reviewed conferences or journals

What the JD emphasized

  • novel AI Agent architectures
  • multi-modal Generative AI
  • AI agent evaluation methodologies
  • complex task decomposition
  • AI-powered video generation pipelines
  • LLM/VLM fine tuning
  • reinforcement learning
  • end-to-end proof-of-concept Machine Learning projects
  • high degree of ambiguity, scale and complexity
  • deploy your models into production
  • productionizing your ML models
  • scalable, efficient, automated processes for large-scale data analysis, machine-learning model development, model validation and serving
  • publish research
  • patent
  • SOTA research

Other signals

  • Generative AI
  • multi-modal
  • AI Agent
  • LLM
  • VLM
  • computer vision
  • audio generation
  • video generation