1+ months

Principal AI Scientist - Supply Chain AI / Operations Planning

Minneapolis, MN 55415
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As aPrincipalAI Scientist with Target AI youll develop optimization and artificial intelligence models and algorithms that change the game in our retail operations planning business. Youll work closely withpeerdata scientists and business partners to continuously learn more about our business and particularly develop adeepunderstanding of the various processes we have in play. You will partner with scientists onpeerAI teams and engineering partners to buildand productionizesolutions for our business needs includingdesign,development, deployment, and maintenance of algorithms and models. As a Principal, you will work with the CDO, AI team leadership and business partners to define product roadmaps that advance our ecosystem and solve large scale retail challenges.

Our team oversees the development of state-of-the-art mathematical techniques to help solve important problems for Targets Supply Chain e.g. identifying the optimal positioning of inventory across multiple channels and locations, planning for the right mix of inventory investments vs guest experience, transportation resource planning, etc. We aim to develop these tools to be more efficient and precise, whilst also making them directly available to our business team users, hence allowing us to quickly respond to Guest needs.

In this role as aPrincipalAI Scientist on theOperation Planning team, youll:

  • Change the way inventory and transportation planning is managed at Target.
  • Create our next generation inventory and transportation planning algorithms. Develop and deploy models/algorithms based on Stochastic Optimization, Markov Decision processes, Machine Learning, Dynamic Programing, Reinforcement Learning Algorithms etc.
  • Partner with business users and other scientists / engineers to build a framework allowing us to develop and evaluate the effectiveness of new algorithms efficiently and on the fly.
  • Impact our business by improving our ability to serve Guests through positioning inventory, and by directly reducing operational costs through more efficient planning algorithms.
  • Coordinate the analysis, troubleshooting, and resolution of issues in our models, software and the broader infrastructure.

What we're looking for:

  • M.S./Ph.D. in mathematics, statistics, operations research, economics, physics, computer science or related major (or equivalent research experience)
  • 7+ years of experience in modeling and algorithms
  • Significant expertise in optimization theory (deterministic/stochastic), Markov Decision processes, Dynamic programming, linear algebra, stats, Machine learning, etc.
  • Highlyproficient in Python, Scala, Kotlin and/or JVM ecosystem
  • Deep understanding of data structures and algorithms
  • Ability to test and measure algorithms/models
  • Excellent written and verbal communication skills

Bonus Points:

  • Experience in statistical inference, machine learning, artificial intelligence,
  • You have deployed models with large-scale business impactin commercial setting
  • Experience working with large event-driven distributed systems and multi-threaded applications
  • Strong understanding of deep learning, dynamic programming, reinforcement learning or related areas both in theory and practice

Americans with Disabilities Act (ADA)

Target will provide reasonable accommodations (such as a qualified sign language interpreter or other personal assistance) with the application process upon your request as required to comply with applicable laws. If you have a disability and require assistance in this application process, please visit your nearest Target store or Distribution Center or reach out to Guest Services at 1-800-440-0680 for additional information.

Posted: 2021-06-09 Expires: 2021-08-07
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Principal AI Scientist - Supply Chain AI / Operations Planning

Minneapolis, MN 55415

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