Machine Learning Engineer
- Push the boundaries of online recommendation and optimization systems.
- Develop and implement scalable and efficient models on large-scale datasets to address various business problems using sophisticated statistical modeling and machine learning techniques.
- Address complex data science challenges such as online learning and reinforcement learning when tackling business problems in digital marketing.
- Gather, synthesize, and interpret disparate quantitative information sources, develop meaningful insights, and communicate these clearly to key partners.
- Collaborate with product management and engineering groups to develop new products and features.
- Compose a winning culture built on collaboration and shared accomplishments – have fun along the way!
- PhD + 2 years of experience or MS degree in Computer Science, Statistics, Applied Math, Electrical Engineering, Operations Research, Econometrics, or other related fields with 5+ years of experience.
- Solid expertise in machine learning, deep learning, and reinforcement learning.
- Expertise in applying causal inference and experimentation techniques (e.g., uplift modeling, treatment effect estimation, counterfactual analysis) to measure the true incremental impact of personalization and optimization initiatives.
- Ability to develop and enhance personalization using causal signals and machine learning methods (e.g., contextual bandits, reinforcement learning) to drive engagement, conversion, and retention.
- Proficiency in one or more programming languages such as Python.
- Deep understanding of model serving, orchestration, scaling, and GPU resource management.
- Excellent communication and relationship skills, and a great teammate.
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