Discord9 дней назад
Senior Software Engineer, Machine Learning (Ads)
Зарплата не указана
San Francisco Bay Area
Обязанности
- 01Design, develop, and deploy machine learning models for ads targeting and ranking
- 02Develop sophisticated ML solutions such as identity graph to enhance ad targeting
- 03Build and optimize ad ranking models to serve the most effective ads based on campaign objectives (e.g., app installs, link click)
- 04Improve ads targeting and ranking by leveraging both on-platform and off-platform signals
- 05Collaborate cross-functionally with product, engineering, and business teams to define and execute on the Ads ML roadmap
- 06Scale ML infrastructure to support an increasing number of concurrent ad campaigns while ensuring low-latency decision-making
- 07Drive research and implementation of state-of-the-art ML techniques in the field of online advertising
Требования
- 015+ years of experience as a Machine Learning Engineer or Data Scientist
- 023+ years of experience specifically in Ads ML (ads ranking, personalization, optimization, privacy-compliant user modeling, targeting, or measurement)
- 03Strong proficiency in Python and familiarity with deep learning frameworks such as PyTorch or TensorFlow
- 04Experience with applied deep learning (e.g., transformers, embedding models)
- 05Proven track record of designing, implementing, and scaling ML-driven ad systems in real-world applications
- 06Experience working with real-time ML inference, A/B testing, and optimization frameworks
- 07Experience translating ML evaluation results and performance metrics into actionable product roadmap items
- 08Ability to connect business objectives to ML solutions, with flexibility to shift focus toward highest-impact problems as priorities evolve
Условия
- 01Base salary range: $220,000 - $275,000 + equity + benefits
- 02Full-time position
- 03Compensation based on role, level, skills, experience, and education
- 04Benefits included