Machine Learning Engineer II, Ads
Temps plein
Instacart
Responsibilities
- Design, develop, and deploy machine learning solutions involving data pipelines, model architectures, and serving integrations for advertising systems.
- Formulate ambiguous modeling problems and translate business observations into ML research directions with clear evaluation criteria.
- Collaborate with product managers, data scientists, and infrastructure engineers to develop impactful ML applications.
- Refine and advance algorithms and models to improve operational efficiency and advertising outcomes.
- Publish and present findings internally and contribute to design reviews, paper sharing, and experiment retrospectives.
Requirements
- Graduate degree (master’s or PhD) in machine learning, statistics, computer science, information retrieval, or a closely related quantitative field.
- Strong programming skills and fluency in SQL, Spark, Pandas, classical machine learning, and deep learning tools.
- Strong analytical and problem-solving skills.
- Strong communication and collaboration skills across diverse stakeholders.
- Preferred: 1–2 years of industry experience applying machine learning to real-world problems with large datasets.
- Preferred: knowledge of sequential modeling, Transformer architecture, and foundation models.
- Preferred: familiarity with LLM integrations, agentic workflows, and productivity tooling.
- Preferred: experience building large-scale online recommendation systems.
Benefits
- Remote Flex First work arrangement, with flexibility to work from home, an office, or another preferred location.
- Eligible for a new-hire equity grant and annual refresh grants.
- Hiring is currently limited to Ontario, Alberta, British Columbia, and Nova Scotia for Canadian candidates.
- Base pay range is CAD 154,000–162,500, excluding equity and other compensation.
L'offre d'emploi a été publiée il y a 29 jours
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