
Machine Learning Engineer II, Economics
Instacart
full-time
Posted on:
Location Type: Remote
Location: United States
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Salary
💰 $150,000 - $190,000 per year
About the role
- You will help design and build end-to-end machine learning solutions.
- You will be working in small and cross-functional product teams, with great opportunities for growth and ownership of projects.
- 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.
- You will develop high impact solutions to support Instacart's ambitious growth plans.
- 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.
- You will have the freedom to suggest and drive organization-wide initiatives.
Requirements
- PhD in Economics or a related field with focus on data-intense problems or 3-5 years of industry experience in machine learning or economics-focused roles.
- 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
- Instacart provides highly market-competitive compensation and benefits in each location where our employees work.
- This role is eligible for a new hire equity grant as well as annual refresh grants.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningcausal inferenceapplied econometricsdata manipulationRPythonSQLPandasscikit-learnXGBoost
Soft Skills
self-motivationownershipproblem identificationprioritizationcommunicationcollaborationadaptabilityinitiative
Certifications
PhD in Economics