Senior Machine Learning Engineer, Fraud
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Job Description
Senior Machine Learning Engineer shaping core anti-theft strategies for Instacart's AI-driven smart cart solutions. Collaborating with diverse teams to enhance shopping experiences.
Responsibilities:
- Drive end-to-end ML solutions from research to production
- Own the technical vision for our next generation anti-theft capabilities
- Develop multimodal models to fuse the signals from our various sensors
- Implement sophisticated model architectures, training and evaluation pipelines
- Build infrastructure for collecting, processing and storing data
- Influence system design and product vision by making informed decisions
Requirements:
- Master or Ph.D degree in ECE, Computer Science, Applied Maths or related fields.
- 3+ years experience in any of the following: sensor fusion, transformers, multi-modals, video understanding, and action/activity recognition
- Strong programming skills with one or more of these languages: Python, C++, Java/Kotlin
- Strong skills in data science tools (SQL, Pandas,..), and machine learning frameworks (Pytorch, Tensorflow, Scikit-learn, ...)
- Proven records on driving end-to-end ML solutions from research to production.
Benefits:
- Instacart provides highly market-competitive compensation and benefits in each location where our employees work
- New hire equity grant as well as annual refresh grants
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