Software Development Engineer, Creativex

Amazon Amazon · Big Tech · NY +1 · Software Development

Software Development Engineer focused on real-time ad personalization and insights, leveraging generative AI technologies like latent diffusion models, LLMs, and RL to tailor visual ad experiences. The role involves investigating new technologies, building data pipelines, and developing platforms for ML model deployment in the Dynamic Creative Optimization (DCO) domain.

What you'd actually do

  1. Quickly acquire knowledge of nouvelle technologies in Generative AI to solve complex problems in the Dynamic Creative Optimization (DCO) domain.
  2. Investigate design approaches, prototype new technologies, and evaluate their technical feasibility, such as Auto ML, real-time ML serving systems.
  3. Collaborate with scientists to design and build data pipelines for processing massive datasets and scaling machine learning models.
  4. Develop and maintain platforms for developing, evaluating, and deploying machine learning models for real-world applications.

Skills

Required

  • 3+ years of non-internship professional software development experience
  • 3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
  • Experience programming with at least one software programming language

Nice to have

  • 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
  • Bachelor's degree in computer science or equivalent

What the JD emphasized

  • real-time ML serving systems
  • Dynamic Creative Optimization (DCO)

Other signals

  • latent diffusion models
  • large language models (LLM)
  • reinforced learning (RL)
  • computer vision
  • real-time ML serving systems
  • Dynamic Creative Optimization (DCO)