10 часов назад
Sr. Applied Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Applied Scientist (AI/ML): Building and optimizing large-scale machine learning models and pipelines for advertising with an accent on generative AI and LLMs. Focus on developing supply optimization models, conducting A/B experiments, and driving end-to-end optimization for massive traffic volumes.
Location: USA, CA, San Francisco
Company
Ads is re-imagining advertising through generative AI technologies to transform every aspect of the advertising life cycle.
What you will do
- Conduct hands-on data analysis and build large-scale machine learning models and pipelines.
- Develop, experiment with, and deploy ML models into production in collaboration with cross-functional teams.
- Design and run A/B experiments to validate hypotheses and measure business impact.
- Research and implement advanced ML approaches, including generative AI and large language models.
- Drive end-to-end optimization projects tackling ambiguous problems at scale with petabytes of data.
- Provide technical leadership and define the long-term science vision for the advertising business.
Requirements
- 5+ years of experience building machine learning models for business applications.
- PhD, or Master's degree and 6+ years of applied research experience.
- Proficiency in programming with Java, C++, Python, or related languages.
- Experience with neural deep learning methods and machine learning.
Nice to have
- Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, or scipy.
- Experience with large-scale distributed systems such as Hadoop and Spark.
Culture & Benefits
- Collaborative, fun-loving team environment with an entrepreneurial spirit.
- Culture that encourages bias for action, innovation, and experimentation.
- Direct influence on business strategy through scientific expertise.
- Opportunity to work within one of the fastest-growing businesses across .
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