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Staff Software Engineer, Machine Learning Expert
2 months ago
We're seeking a seasoned Staff Software Engineer, Machine Learning to drive innovation in our fast-growing grocery and retail delivery business. As a key member of our New Verticals, Catalog ML team, you'll conceptualize, design, and implement cutting-edge machine learning solutions to enhance our product knowledge graph and catalog system.
With a strong background in production-level machine learning and experience with solving end-user problems, you'll collaborate with cross-functional teams to shape an ML-driven product roadmap and contribute to the growth of a multi-billion dollar retail delivery business.
You'll have the opportunity to develop and deploy machine learning models that improve entity recognition, entity resolution, attribute extraction, and category classification, as well as image classification. Your work will have a direct impact on the shopping and dashing experience for our customers.
What You'll Do- Design and implement machine learning solutions to solve catalog building and quality problems.
- Partner with engineering, product, and business strategy leaders to drive an ML-driven product roadmap.
- Experiment with diverse data sources, intuitive models, and flexible experimentation to create a world-class shopping and dashing experience.
- 8+ years of industry experience developing machine learning models with business impact.
- Experience with machine learning methods in building product knowledge graphs.
- Machine learning background in Python, with experience in PyTorch, TensorFlow, or similar frameworks and familiarity with Natural Language Processing (LLM, Entity Recognition, Entity Resolution, Classification), Graph-based Models, and Computer Vision.
- M.S. or PhD in Statistics, Computer Science, Math, Operations Research, Physics, Economics, or other quantitative fields.
- A growth-minded and collaborative mindset.
