Senior Machine Learning Engineer, Delivery Marketplace

What you'll do

• Drive technical strategy and roadmap ownership for multi-quarter horizons including platform-level architecture decisions.
• Develop novel products for online marketplaces combining machine learning for prediction and optimization.
• Lead the design, development, and productionization of end-to-end ML solutions for large-scale distributed systems.
• Develop transformer-based models for pre-training and fine-tuning to produce embeddings and natural language profiles.
• Translate complex business problems into technical solutions and drive cross-functional projects.
• Implement and monitor ML solutions ranging from offline pipelines to online serving and MLOps.

What we're looking for

• Bachelor's, Master's, or Ph.D. in Computer Science, Mathematics with a focus on Machine Learning, or an equivalent technical background.
• 3+ years of experience leading the development and deployment of ML models in large-scale production environments at top-tier ML companies.
• Proficiency in programming languages such as Python, Scala, Java, or Go.
• Proficiency with large-scale data systems like Spark or Ray, real-time processing like Flink, and microservices architectures.
• Proficiency in the development, training, productionization, and monitoring of ML solutions at scale, including offline pipelines and MLOps.
• Deep understanding of modern ML algorithms.
• Experience in developing and deploying ML models for large scale business problems (preferred).
• Proficiency in deep learning, causal machine learning, or reinforcement learning (preferred).