Senior Staff Data Scientist (Consumer Relevance)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
TL;DR
Senior Staff Data Scientist (Consumer Relevance): Developing and optimizing relevance measurement and evaluation frameworks for feeds, search, and recommendation systems with an accent on ranking quality and user satisfaction. Focus on designing complex experiments, implementing causal inference methodologies, and defining metrics that predict long-term user retention.
Location: Remote (Ontario, Canada)
Company
is a community-driven platform and one of the internet's largest sources of authentic, user-generated information.
What you will do
- Act as the technical authority on relevance metrics and evaluation methodology across the Consumer organization.
- Develop metrics frameworks and offline evaluation approaches for ranking and recommendation systems.
- Design and analyze complex experiments, addressing spillover effects and long-run impacts of ranking changes.
- Identify and unlock product insights regarding content quality and personalization effectiveness.
- Partner with ML engineers and product teams to translate model performance into user-facing impact.
- Mentor other data scientists on experimentation best practices, causal reasoning, and statistical rigor.
Requirements
- Ph.D. in Statistics, CS, Information Retrieval, Economics, or similar (8+ years exp) or M.S. (12+ years exp).
- Must be based in Ontario, Canada.
- Deep expertise in metrics design, offline metrics, and counterfactual evaluation for ranking systems.
- Strong grounding in causal inference, experimental design, and variance reduction techniques.
- Expert knowledge of SQL and proficiency in R and/or Python for statistical computing.
- Experience mentoring data scientists and influencing organizational strategy via data-driven insights.
Nice to have
- Published research or industry contributions in recommendation systems or causal inference for ranking.
- Experience with social network or user-generated content platforms.
Culture & Benefits
- Comprehensive medical benefits and Health Care Spending Account.
- Registered Retirement Savings Plan (RRSP) with matching contributions.
- Flexible vacation and paid volunteer time off.
- Generous paid parental leave and family planning support.
- Mental health, coaching, and gender-affirming care benefits.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β