Чётко очерченная руководящая роль в ML-команде крупной платформы даёт возможность влиять на развитие моделей ранжирования и сочетает серьёзную техническую задачу с хорошим набором льгот.
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Актуальный ML-стекПонятная зона ответственностиML в рекламных технологияхХороший пакет льгот
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Текст:
Hirify AI/Оригинал
TL;DR
Machine Learning Engineering Manager (Core Ads Ranking): Building foundational models, user-understanding systems, and robust machine learning pipelines for Reddit’s ads ranking platform with an accent on representation learning, sequence modeling, knowledge distillation, model calibration, and model robustness. Focus on defining the technical roadmap, overseeing large-scale model development and deployment, and leading a high-performing machine learning team.
Location: Remote - United States
Base salary: $230,000–$322,000 USD per year, plus potential equity and commission depending on the position offered.
Company
Reddit is a community platform built around shared interests, conversations, and user-generated content, with more than 100,000 active communities and approximately 130 million daily active unique visitors.
What you will do
Define and execute the roadmap for foundational models and user understanding, balancing long-term investments with measurable milestones.
Collaborate with vertical customer teams, horizontal signal teams, and infrastructure and platform teams on direction, priorities, strategy, and constraints.
Oversee the machine learning model lifecycle from ideation through deployment, maintaining high standards for performance, reliability, and robustness.
Recruit, mentor, and retain machine learning talent while fostering growth, collaboration, and technical excellence.
Advance user representation and graph learning, sequence modeling across ads verticals, robust pipelines, and state-of-the-art architectures for foundational models.
Lead initiatives in knowledge distillation, model calibration, and heuristic improvement in collaboration with downstream teams including Retrieval, Shopping, Click Prediction, Video View-Through Prediction, Conversion Prediction, and App Ads Modeling.
Requirements
1+ years of management experience leading machine learning-focused teams.
6+ years of experience building and scaling machine learning models and working with state-of-the-art machine learning models.
4+ years of hands-on experience with TensorFlow or PyTorch.
Proven ability to train, evaluate, and deploy large-scale models across the end-to-end machine learning lifecycle.
Experience with foundational models and user or content understanding.
Strong machine learning expertise, strategic vision, and ability to collaborate with technical and cross-functional partners.
Nice to have
Experience with ads.
Culture & Benefits
Comprehensive healthcare benefits and income replacement programs.
401(k) with employer match.
Global benefit programs covering workspace, professional development, and caregiving support.
Family planning support, gender-affirming care, and mental health and coaching benefits.
Flexible vacation, paid volunteer time off, and generous paid parental leave.
Interviews may be recorded, transcribed, and summarized by artificial intelligence; candidates can opt out before scheduled interviews.
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