Instacart

Senior Machine Learning Engineer II, Marketing

Instacart

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇨🇦 Canada

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Salary

💰 $203,000 - $225,000 per year

Job Level

Senior

Tech Stack

KerasPandasPythonScikit-LearnSQLTensorflow

About the role

  • Help design and build end-to-end machine learning solutions and optimization algorithms, with a particular focus on paid marketing.
  • Work in small and cross-functional product teams, with great opportunities for growth and ownership of projects.
  • 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.
  • Develop high impact solutions to support Instacart's ambitious growth plans.
  • 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.
  • Have the freedom to suggest and drive organization-wide initiatives.

Requirements

  • PhD in Economics, Marketing, or Finance with focus on data-intense problems or 3-5 years of industry experience in machine learning or economics roles.
  • Deep applied expertise in marketing applications, including MMMs, experimentation, and incrementality estimation.
  • A blend of economic theory, applied econometrics, and business skills that let you jump into a fast-paced environment and contribute from day one.
  • Expertise in causal inference with observational and experimental data.
  • Strong engineering skills with expertise in R or Python and fluency in data manipulation (SQL, Pandas) and machine learning (scikit-learn, XGBoost, Keras/Tensorflow) tools.
  • An ability to identify and prioritize high-impact problems and deliver solutions that provide reasonable trade-offs between urgency and quality.
  • Willing and able to travel internationally based on job requirements.
  • Self-motivation and a strong sense of ownership.
Benefits
  • highly market-competitive compensation
  • benefits offerings
  • potential for a new hire equity grant
  • annual refresh grants

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
machine learningoptimization algorithmsdata manipulationcausal inferenceeconometricsexperimentationincrementality estimationRPythonSQL
Soft skills
self-motivationownershipproblem identificationprioritizationcommunicationcollaborationadaptabilityinitiative
Certifications
PhD in EconomicsPhD in MarketingPhD in Finance
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