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Instacart

Senior Machine Learning Engineer, Economist

УдалённоCanada только
Опубликовано
Роль
Фулстек
Опыт
Синьор
Занятость
Полная занятость
CAD 180k–CAD 190k/yr
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Доступно для: CA only. Укажите, откуда вы работаете, чтобы проверить доступность.

Коротко по делу

As a machine learning engineer in the Economics team, you will build state-of-the-art systems that blend rigorous economic thought with sophisticated machine learning algorithms to tackle some of the company's most challenging problems.

Обязательные навыки

PythonSQLPandasscikit-learnXGBoost

Желательные навыки

LLMGenerative AIuplift modelingcontextual banditsheterogeneous treatment effect estimationintern experience

Обязательные языки

English both verbal and written

Чем предстоит заниматься

  • Design, develop, and deploy machine learning solutions to tackle the many economic challenges in our complex marketplace.
  • Collaborate closely with product managers, data scientists, and other engineers to deeply understand business needs and create impactful solutions.
  • Push the envelope on our operational efficiency by continually combining economic theory and engineering expertise to improve our outputs.
  • Be an active member of the Economics team, sharing learnings, best practices, and research across domains.

Что требуется

  • Graduate Degree (Masters or PhD) in Economics or a closely related field
  • A blend of economic theory, applied econometrics, and business skills
  • Experience applying causal inference methodologies to both observational and experimental datasets
  • An understanding of machine learning algorithms and techniques
  • Strong programming skills (Python) and fluency in data manipulation (SQL, Pandas) and machine learning tools (e.g., scikit-learn, XGBoost)
  • Excellent communication skills (both verbal and written)
  • Self-motivation and a strong sense of ownership
  • For Senior Machine Learning Engineer I, Economist hires: 1-3 years of industry experience in a similar position, experience putting machine learning into production environments, experience with cloud computing and related ML infrastructure

Преимущества

  • Highly market-competitive compensation and benefits in each location where our employees work
  • Eligible for a new hire equity grant as well as annual refresh grants

Instacart is a grocery delivery company that helps customers get groceries and household goods while offering flexible earnings opportunities to Instacart Personal Shoppers.

E CommerceКрупнаяinstacart.com/

Что говорят о компании

3.1/ 5

CAD 180k–CAD 190k/yr