обновлено 6 часов назад
Senior Data Scientist (AI)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Data Scientist (AI): Designing and implementing large-scale data-centric solutions and optimization algorithms for a programmatic advertising exchange with an accent on statistical modeling, feature generation, and production monitoring. Focus on developing automated decision-making systems, collaborating with ML engineers and architects, and improving real-time advertising optimization at internet scale.
Location: Toronto, Canada; in-office role
Company
operates a global advertising supply-side platform that processes real-time programmatic auctions at internet scale.
What you will do
- Translate business problems into scientific hypotheses and pragmatic development priorities.
- Analyze large, complex datasets to improve programmatic exchange efficiency.
- Design and implement data-centric solutions, including dataset segmentation, transformation, and feature generation.
- Help design, develop, and improve algorithms for automated programmatic exchange optimization.
- Design and drive production performance monitoring frameworks and KPIs.
- Collaborate with ML engineers and architects on production-grade data solutions.
Requirements
- Bachelor’s or master’s degree in mathematics, computer science, engineering, or an equivalent field.
- 5+ years of experience in data science or machine learning environments combining statistical and technical skills.
- Experience applying data science in operational and internet-scale environments.
- Strong statistical and research skills, especially with classification, prediction, and time-series models.
- Excellent Python development skills, including pandas, NumPy, and scikit-learn.
- Ability to communicate complex results and collaborate across technical and cross-functional teams.
Nice to have
- Knowledge of Scala.
- Familiarity with digital marketing, advertising, or analytics.
- Experience in complex systems engineering environments.
- Experience with industry-scale platforms.
Culture & Benefits
- Comprehensive health, dental, and vision coverage for employees and dependents.
- Paid time off, health days, personal obligation days, and flexible work schedules.
- Retirement matching, equity packages, and generous parental leave.
- Well-being allowance, fitness discounts, wellness activities, commuter benefits, and an employee assistance program.
- Continuous learning resources, monthly town halls, and community-led team events.
- Inclusive workplace with volunteer time off and donation matching.
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