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Senior Software Engineer, Machine Learning - New Verticals Catalog

Develop cutting-edge NLP and product knowledge graph models for grocery and retail delivery.
San Francisco Bay Area
Senior
$170,600 - 255,800 USD / year
3 weeks ago

✨ About The Role

- Develop production machine learning solutions to solve catalog building and quality problems such as entity recognition, entity resolution, attribute extraction, and category classification - Partner with engineering, product, and business strategy leaders to shape an ML-driven product roadmap for a multi-billion dollar retail delivery business - Find new ways to use diverse data sources, intuitive models, and flexible experimentation to create a world-class shopping and delivery experience - Report to the engineering manager on the New Verticals, Catalog ML team and work on conceptualizing, designing, implementing, and validating algorithmic improvements to the catalog system and product knowledge graph
- Experienced in developing machine learning models with a business impact, with at least 5 years of industry experience - Holds a Master's or PhD in Statistics, Computer Science, Math, Operations Research, Physics, Economics, or other quantitative fields - Proficient in Python and experienced with machine learning methods in building product knowledge graphs - Skilled in using frameworks like PyTorch, TensorFlow, or similar, and familiar with Natural Language Processing, Graph-based Models, and Computer Vision - Enjoys collaborating with multi-disciplinary teams and has a growth-minded and collaborative mindset
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Senior Software Engineer, Machine Learning - New Verticals Catalog
San Francisco Bay Area
$170,600 - 255,800 USD / year
Engineering
About DoorDash
Restaurant delivery.