22 часа назад
Principal Machine Learning Engineer (AI)
268 600 - 395 000$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Principal Machine Learning Engineer (AI) (Ads & Promos Delivery): Building AI-first ranking and relevance systems for ads and promotions across search and discovery experiences with an accent on sequence modeling, deep learning, LLMs, and multi-objective optimization. Focus on designing scalable production models, evaluating offline and online experiments, and solving strict latency, reliability, and marketplace tradeoff challenges.
Location: Sunnyvale, California, United States
Salary: $268,600–$395,000 USD per year, plus potential equity grants.
Company
operates a delivery marketplace and develops advertising and promotional products connecting merchants with consumer demand.
What you will do
- Set the long-term technical direction for AI-first ads and promotions delivery systems.
- Design and build ranking, relevance, personalization, query understanding, and representation-learning models.
- Apply sequence modeling, deep learning, and large language models to real-time marketplace decisioning.
- Own the full machine learning lifecycle from data analysis and model development through production deployment, monitoring, and iteration.
- Design offline evaluations, online experiments, and metrics to measure quality, business impact, and tradeoffs.
- Collaborate with engineering, product, analytics, operations, data science, and design teams.
Requirements
- 5+ years of experience building, deploying, and scaling machine learning or AI models for large-scale, user-facing or data-intensive products.
- Deep expertise in deep learning, large language models, information retrieval, ranking and relevance, recommendation systems, natural language processing, or content understanding.
- Strong programming skills in Python, Java, or C++, with hands-on experience using PyTorch, TensorFlow, or XGBoost.
- Experience with data analysis, feature engineering, iterative model development, rigorous offline and online evaluation, monitoring, and improvement.
- Experience using AI coding tools such as Claude Code, Codex, or Cursor throughout the software development lifecycle.
- Bachelor’s, master’s, or doctoral degree in computer science, engineering, or a related field, or equivalent practical experience.
Nice to have
- Experience deploying LLM-based systems, prompt engineering, retrieval-augmented generation, or generative recommendation systems.
- Experience with large-scale personalization, user modeling, retrieval, ranking, and relevance.
- Open-source contributions, publications, or applied research in machine learning, NLP, information retrieval, or related fields.
Culture & Benefits
- Cross-functional collaboration across engineering, analytics, product, and operations.
- 401(k) plan with employer matching.
- Medical, dental, vision, disability, and basic life insurance.
- 16 weeks of paid parental leave, family-forming assistance, wellness benefits, and mental health support.
- Flexible paid time off and 80 hours of paid sick time per year for salaried roles.
- Paid holidays, commuter benefits match, and other employee benefits.
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