Machine Learning Phd Intern, Economics

Instacart Instacart · Consumer · San Francisco, CA · Machine Learning

Instacart is seeking PhD interns for its Economics team, focusing on the intersection of economics and machine learning. The role involves designing and building end-to-end ML solutions for complex problems in areas like marketplace optimization, online advertising, and causal inference. Candidates should have a strong background in economics, econometrics, and machine learning, with expertise in Python/R, SQL, Pandas, and ML libraries.

What you'd actually do

  1. You will help design and build end-to-end machine learning solutions.
  2. You will be working in small and cross-functional product teams, with great opportunities for growth and ownership of projects.
  3. You will be an active member of an internal community, including economists, data scientists, operations research scientists and machine learning engineers, sharing learnings, best practices and research across many domains.
  4. You will develop high impact solutions to support Instacart's ambitious growth plans.
  5. You will work closely with engineers, product managers, other teams, and both internal and external stakeholders, owning a large part of the process from problem understanding to recommending a solution and testing it in controlled experiments.

Skills

Required

  • PhD student in economics or a related field with focus on data-intense problems
  • economic theory
  • applied econometrics
  • business acumen
  • causal inference with observational and experimental data
  • Python or R
  • data manipulation (SQL, Pandas)
  • machine learning (scikit-learn, XGBoost, Keras/Tensorflow)

Nice to have

  • relevant research experience

What the JD emphasized

  • economics and machine learning
  • computational intensive empirical topics
  • causal inference
  • Python or R
  • SQL, Pandas
  • scikit-learn, XGBoost, Keras/Tensorflow

Other signals

  • economics and machine learning
  • computational empirical topics
  • causal inference
  • online advertising
  • uplift and long term value modeling
  • logistics
  • marketplace optimization
  • inventory intelligence