Machine Learning - PhD

Remote, USA
Full Time
Product
Posted on: October 08, 2022

We're transforming the grocery industry

At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it together. Where others see a simple need for grocery delivery, we see exciting complexity and endless opportunity to serve the varied needs of our community. We work to deliver an essential service that customers rely on to get their groceries and household goods, while also offering safe and flexible earnings opportunities to Instacart Personal Shoppers.

Instacart has become a lifeline for millions of people, and we’re building the team to help push our shopping cart forward. If you’re ready to do the best work of your life, come join our table.

Instacart is a Flex First team

There’s no one-size fits all approach to how we do our best work. Our employees have the flexibility to choose where they do their best work—whether it’s from home, an office, or your favorite coffee shop—while staying connected and building community through regular in-person events. Learn more about our flexible approach to where we work.

OVERVIEW

Since 2012, Instacart has been focused on making grocery delivery convenient, affordable, and accessible to everyone. We bring fresh groceries and everyday essentials to customers across the US and Canada from nearly 55,000 stores across 5,500 markets. Our mission is to create a world where everyone has access to the food they love, and to achieve that goal, we innovate in a wide range of areas including e-commerce, advertising, and fulfillment.

We use machine learning and Internet-scale data to elevate customer experience, improve efficiency, and reduce cost. As an example, we manage catalog data imported from hundreds of retailers, and we build product and knowledge graphs on top of the catalog data to support a wide range of applications including search and ads.

We are looking for talented Ph.D. students to have an internship in our fast moving team. You will have the opportunity to work on a very large scope of problems in search, personalization, recommendation, and knowledge graph, pricing, etc.

ABOUT THE JOB

Based on your passion and background, you may choose to work in a few different areas:

  • Query understanding - Using cutting-edge NLP technologies to understand the intent of user queries.
  • Search relevance and ranking - Improving search relevance by incorporating signals from various sources.
  • Knowledge graphs - Working on graph data management and knowledge discovery, and creating a natural language interface for data access.
  • Pricing - Estimating willingness-to-pay, and optimizing revenue and user experience.

ABOUT YOU

Minimum qualifications:

  • Currently enrolled in a Ph.D. in Computer Science, Electrical Engineering, Statistics, Applied Mathematics, Operations Research, or a related technical field.
  • Experience in one area of computer science (e.g., Machine Learning, Deep Learning, Natural Language Understanding, Computer Vision, Algorithmic Foundations of Optimization, Software Engineering, or similar).
  • Experience with one or more general-purpose programming languages, including Python, Ruby, Go, C/C++, Java, or similar.

Preferred qualifications:

  • Experience in machine learning applications
  • Experience in engineering projects and understanding of the engineering development cycle.
  • Experience contributing to research communities or efforts, including publishing papers in major conferences or journals.

Accommodations & Accessibility

At Instacart, we strive to create an accessible and inclusive experience for all candidates. If you need assistance submitting an application through our career site due to a disability, please submit an Accommodations Request Form and someone from our team will reach out soon to see how we may be able to assist.

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Machine Learning - PhD

Instacart

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