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Key job responsibilities
- Drive end-to-end generative AI projects that have a high degree of ambiguity, scale, complexity.
- Perform hands-on analysis of data sets to identify insights and build models that enhance traffic monetization, merchandise sales, and the overall shopper experience.
- Train generative AI and machine learning models, run proof-of-concept experiments, optimize, and deploy models at scale in production
- Work closely with software engineers on detailed requirements, technical designs and implementation of end-to-end solutions in production.
- Research new and innovative generative AI and machine learning approaches.
- 3+ years of building models for business application experience
- PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
- Experience programming in Java, C++, Python or related language
- Experience in professional software development
- PhD, or a Master's degree and experience with generative deep learning models applicable to the creation of synthetic humans like CNNs, GANs, VAEs and NF
- Experience with natural language processing and generative model architectures
- Background in advertising technology or e-commerce platforms
- Demonstrated track record of innovative AI solution development
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