1 час назад
Staff Machine Learning Engineer
15 200 - 261 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer (Growth Marketing ML): Building and deploying end-to-end machine learning solutions for targeting, personalization, recommendations, bidding, optimization, and fraud detection across large-scale commerce marketing platforms with an accent on highly available distributed systems and production model serving. Focus on training models at scale, applying advanced techniques such as transformers and generative modeling, and mentoring engineers while presenting results to leadership.
Location: Mountain View, USA
Salary: $152,00–$261,000 per year
Company
is a large global public commerce company building shopping, food, and lifestyle services, combining a startup culture with the resources of a large organization.
What you will do
- Drive end-to-end engineering and machine learning solutions for Growth Marketing platforms.
- Build, experiment with, optimize, validate, and deploy machine learning models into production.
- Develop scalable and automated processes for data analysis, model development, validation, and serving.
- Build ML models and services for targeting, personalization, recommendations, budget optimization, real-time bidding, creative optimization, and fraud detection.
- Present results and explain methods to leadership.
- Mentor junior engineers and help strengthen machine learning expertise across the company.
Requirements
- Bachelor's degree in Computer Science, Electrical Engineering, Mathematics, or a closely related field.
- 8 years of experience working on engineering teams building large-scale ML-driven user-facing products.
- Experience building and maintaining highly available distributed systems.
- Proficient coding skills in Java, C++, or Python.
- Experience training and applying models at scale.
- Strong knowledge of deep learning and modern ML modeling techniques.
Nice to have
- Experience with backend and machine learning systems for large-scale user-facing products.
- Experience collaborating with engineering teams to ship new ML technologies.
- Experience with transformers, self-supervised pre-training, generative modeling, or LLMs.
- Self-motivation, curiosity, creativity, and initiative.
Culture & Benefits
- Startup culture with the resources of a large global public company.
- Medical, dental, vision, life, AD&D, disability, and employee assistance benefits.
- Flexible Spending Accounts and Health Savings Account.
- 401(k) plan with company match.
- 18–21 days of paid time off based on tenure, 12 public holidays, and paid parental leave.
- Pre-tax commuter benefits and a free electric car charging station in Mountain View.
Hiring process
- Application review, phone interview, onsite or virtual onsite interview, and offer.
- The process and schedule may vary by role and circumstances.
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