Senior Machine Learning Engineer, Instacart

• 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 communication and presentation skills who can collaborate with diverse stakeholders
• 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

Desirable

• As a Senior Machine Learning Engineer at Caper, you will shape the core of our carts experience by leveraging our sensor data to create scalable and effortless experiences for our customers
• You’ll work alongside our computer vision, hardware, and front end engineers, to bring together our various sensor inputs that create an intuitive experience on our shopping carts
• You will shape how we store, use, and fuse, data and signals on a variety of complex topics, while leveraging a variety of multi-sensor data
• The AI and CV team at Caper (Instacart) is dedicated to building state of the art solutions to help retailers around the world create seamless shopping experiences via our AI-driven smart cart
• Our team of enthusiastic researchers and engineers are spread across different time zones, but collaborate effectively with each other on multiple exciting projects
• Drive end-to-end ML solutions from research to production
• Develop multimodal models to fuse the signals from our various sensors
• Implement sophisticated model architectures, training and evaluation pipelines
• Deploy models at the edge on Nvidia Jetson platform
• Build infrastructure for collecting, processing and storing sensor data
• Influence system design and product vision by making informed decisions