5 дней назад
Software Engineer, Machine Learning (Ads)
137 100 - 201 600$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Software Engineer, Machine Learning (Ads): Building production machine learning systems, optimization algorithms, embeddings, and consumer profiles for DoorDash advertising with an accent on budget pacing, automated bidding, audience targeting, and platform revenue. Focus on designing end-to-end ML lifecycles, scaling data and ML infrastructure, and measuring model performance after deployment.
Location: Hybrid role with in-office time expected in Sunnyvale, CA; San Francisco, CA; Seattle, WA; or New York, NY.
Salary: $137,100–$201,600 USD, $167,800–$246,800 USD, or $203,500–$299,300 USD annually, depending on level and work location. Equity grants may also be available.
Company
operates an on-demand logistics and delivery platform connecting Consumers, Merchants, and Dashers.
What you will do
- Develop machine learning models to improve advertising efficiency and quality.
- Design optimization algorithms for budget pacing and automated bidding.
- Analyze bid density, market competitiveness, advertising value, and platform revenue.
- Develop data solutions such as embeddings and consumer profiles for audience targeting.
- Own the end-to-end ML lifecycle, including ideation, offline training, online shadowing, deployment, experimentation, and monitoring.
- Extend data and ML infrastructure and scale systems supporting advertising applications.
Requirements
- Master’s degree or PhD in computer science, mathematics, statistics, physics, or a related technical field, or equivalent experience.
- 3+ years of industry machine learning experience and strong knowledge of ML algorithms and fundamentals.
- Experience building large-scale data and feature engineering pipelines with PySpark and Snowflake SQL.
- Experience building production ML systems with PyTorch, Keras, LightGBM, scikit-learn, Spark ML, or related frameworks.
- Ability to work in a hybrid arrangement with regular in-office time in one of the listed US locations.
Nice to have
- Experience in online advertising.
- Experience with search relevance and ranking.
- Experience with recommendation systems.
Culture & Benefits
- 401(k) plan with employer matching.
- Medical, dental, vision, disability, and basic life insurance.
- Paid parental leave, paid time off, paid sick leave, and 11 paid holidays.
- Wellness, commuter, family-forming, and mental health benefits.
- Flexible paid time off for salaried roles.
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