12 дней назад
Machine Learning Engineer - Ads Pangle - USDS (Advertising)
136 800 - 259 200$
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Описание вакансии
Текст:
TL;DR
Machine Learning Engineer - Ads Pangle - USDS (Advertising) (deep learning and ad technology): Developing bidding algorithms, ad prediction models, and large-scale online-learning systems for Pangle's real-time advertising platform with an accent on monetization efficiency, attribution accuracy, and ad ROI. Focus on designing CTR and CVR models, optimizing ranking and bidding systems, and improving delivery quality at scale.
Location: San Jose, United States; fully in-person schedule up to 5 days a week
Salary: $136,800–$259,200 annually, with potential additional bonuses, incentives, and restricted stock units.
Company
operates a data privacy and cybersecurity program focused on protecting U.S. user data, applications, algorithms, and the content ecosystem.
What you will do
- Develop and optimize bidding algorithms and strategies across targeting, retrieval, ranking, and bidding systems.
- Improve large-scale, online-learning deep models for real-time advertising applications.
- Enhance attribution accuracy, ad delivery quality, monetization efficiency, and advertising ROI.
- Design, build, and iterate on CTR and CVR prediction models.
- Identify and drive commercialization technologies and product solutions for Pangle's U.S. advertising platform.
Requirements
- Bachelor's degree in computer science or a related technical discipline.
- At least 1 year of hands-on experience building and training complex, scalable machine learning systems.
- Strong foundations in algorithms, data structures, software design, and problem-solving.
- Strong coding skills and understanding of machine learning algorithms, especially deep learning and ranking models.
- Experience leading or driving machine learning projects.
- Ability to work on-site in San Jose, with an in-person schedule of up to 5 days per week.
Nice to have
- Strong theoretical background in machine learning and deep learning.
- Proficiency with TensorFlow or PyTorch.
- Experience optimizing large-scale advertising systems, bidding algorithms, delivery strategies, or models such as OCPC, OCPM, and AEO.
- Strong teamwork, communication, business, and data intuition.
Culture & Benefits
- Medical, dental, and vision insurance from day one.
- 401(k) savings plan with company match.
- Paid parental leave, disability coverage, life insurance, and wellbeing benefits.
- 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Culture centered on curiosity, humility, ownership, resilience, continuous learning, and inclusion.
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