Reddit9 дней назад
Staff Data Scientist - Ads Measurement, Signals, Privacy
Зарплата не указана
РЫНОК
18 058 ₽медиана по профессии
Data Scientist · 9 вакансий с указанной зарплатой
12 500половина предложений: 13 417–20 00031 333
Работодатель не указал зарплату — сравните с рынком сами.
Toronto
Обязанности
- 01Design the Future of Ads Identity: Develop/employ probabilistic models for identity resolution
- 02Design the methodology that links on-platform and off-platform actions to maximize addressability while honoring privacy
- 03Advance Lift Methodologies & Experimentation: Own the statistical rigor behind Reddit’s Brand and Conversion Lift products
- 04Innovate experimental design and develop infrastructure that supports large-scale, high-velocity, low-bias testing for advertisers
- 05Maximize Signal for Predictive Performance: Define the strategy for new signal sources
- 06Mathematically quantify the value of these signals and work with modeling teams to incorporate them into predictive models, directly improving bidding efficiency and ROAS
- 07Define Ground Truth & Evaluation Frameworks: Solve the industry-wide challenge of validating identity and measurement
- 08Design the objective functions and truth sets used to train our models and measure the incremental impact of our identity graph
- 09Lead Through Cross-Functional and Technical Influence: Collaborate deeply with engineering, product, and sales to align on strategic goals, translate insights into action, and drive execution
- 10Set a high technical bar by mentoring others and championing best practices across modeling, experimentation, and measurement
Требования
- 01Advanced degree (Master's or Ph.D.) in Statistics, Mathematics, Physics, Economics, or Operations Research
- 02For M.S. holders: 10+ years of industry experience in applied science or data science roles
- 03For Ph.D. holders: 6+ years of industry experience in applied science or data science roles
- 04Deep understanding of the ads ecosystem
- 05Demonstrated expertise in at least one of the following areas: Measurement & Experimentation at Scale (with focus on lift and attribution)
- 06Demonstrated expertise in at least one of the following areas: Identity Graph Creation & Resolution Methodology and Infrastructure
- 07Demonstrated expertise in at least one of the following areas: Predictive Modeling with Signal Loss
- 08Advanced proficiency in statistical programming (Python or R) and SQL
- 09Experience with machine learning or optimization techniques
- 10Strong understanding of experimental design, causal inference, or A/B testing methodologies
- 11Exceptional problem-solving and communication skills, with a track record of influencing product and engineering partners
- 12Experience working in fast-paced, ambiguous environments with cross-functional teams
Условия
- 01Comprehensive Healthcare Benefits and Income Replacement Programs
- 02401k with Employer Match
- 03Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- 04Family Planning Support
- 05Gender-Affirming Care
- 06Mental Health & Coaching Benefits
- 07Flexible Vacation & Paid Volunteer Time Off
- 08Generous Paid Parental Leave
- 09#LI-Remote