11 часов назад
Machine Learning Engineer - Ads Core and Commerce Ads
136 800 - 359 720$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer - Ads Core and Commerce Ads (Machine Learning/Advertising): Building scalable machine learning systems and models for ad ranking, click-through-rate and conversion-rate prediction, format selection, and user journey optimization with an accent on feature engineering, model evaluation, and large-scale distributed data processing. Focus on developing advertising algorithms, improving ads relevance and quality, and collaborating with product managers, designers, and global counterparts.
Location: San Jose, United States; fully in-person schedule up to 5 days a week
Salary: $136,800–$359,720 annually, plus potential discretionary bonuses, incentives, and restricted stock units.
Company
operates TikTok apps with a focus on U.S. data privacy, cybersecurity, trust and safety, and commerce experiences.
What you will do
- Build scalable machine learning systems and state-of-the-art models for shop advertising.
- 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.
- Use machine learning to improve ad relevance, quality, and delivery volume.
- Collaborate with product managers, designers, global counterparts, 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.
- 5+ years of experience as a Machine Learning Engineer or Data Scientist.
- Ability to communicate and collaborate effectively with cross-functional and non-technical stakeholders.
Nice to have
- Master’s or advanced degree in Computer Science, Data Science, Statistics, or a related field.
- Experience with causal machine learning, user growth, marketing, recommendation, or advertising algorithms.
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 focused on creativity, curiosity, collaboration, and continuous improvement.
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