21 час назад
Senior Machine Learning Engineer (Ads)
177 688 - 341 734$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Ads): Building scalable machine learning systems and models for TikTok Shop Ads with an accent on ad ranking, click-through and conversion-rate prediction, and user journey optimization. Focus on feature engineering, distributed processing of large-scale datasets, model evaluation, and collaborating on next-generation shopping experiences.
Location: Seattle, United States; fully in-person schedule up to 5 days a week
Salary: $177,688–$341,734 annually, plus potential discretionary bonuses, incentives, and restricted stock units.
Company
operates TikTok's U.S. data privacy, cybersecurity, trust and safety, and content ecosystem programs.
What you will do
- Build scalable machine learning systems and advanced models for TikTok Shop Ads.
- Improve ad ranking quality through click-through-rate and conversion-rate prediction.
- Develop intelligent format selection and user journey optimization solutions.
- Explore and experiment with new features to improve model accuracy.
- Optimize ad relevance, quality, and delivery using modern machine learning techniques.
- Collaborate with global counterparts, product managers, designers, and other disciplines on shopping experiences.
Requirements
- Proficiency in Python, SQL, and data manipulation.
- Experience with Hadoop, Spark, or comparable big data processing frameworks and distributed computing.
- Strong understanding of machine learning and deep learning, including feature engineering, model evaluation, and optimization.
- Strong analytical and problem-solving skills with complex and unstructured datasets.
- At least 5 years of experience as a Machine Learning Engineer or Data Scientist.
- Ability to work fully in person in Seattle, up to 5 days per week.
Nice to have
- Master's or advanced degree in Computer Science, Data Science, Statistics, or a related field.
- Experience with causal machine learning.
- Experience in user growth, marketing, recommendation, or advertising algorithms.
- Excellent communication and cross-functional collaboration skills.
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.
- Inclusive workplace with reasonable accommodations available during recruitment.
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