3 дня назад
Senior Data Scientist
130 000 - 142 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (ML/Identity Resolution): Building measurement models and production pipelines for attribution, identity resolution, tracking quality, and incrementality testing with an accent on machine learning, graph networks, and rigorous experimentation. Focus on designing POCs for identity vendors, evaluating build-vs-buy decisions, and moving research into monitored production systems.
Location: New York City, hybrid
Salary: $130,000–$142,000 per year, plus eligible RSU grant and variable annual bonus.
Company
provides a commerce partnership marketing platform for managing affiliate, influencer, content publisher, brand ambassador, and customer referral partnerships.
What you will do
- Lead modeling research across attribution, identity resolution, tracking quality, and incrementality measurement.
- Design experiments and evaluate the measurable business impact of attribution and identity initiatives.
- Build, deploy, test, and monitor production-grade measurement pipelines, including system health monitoring and SLOs.
- Develop and evaluate approaches using machine learning, graph networks, and AI.
- Own structured proofs of concept for third-party identity and measurement vendors and provide build-vs-buy recommendations.
- Translate technical findings and tradeoffs into actionable recommendations for Product, Engineering, and leadership.
Requirements
- 5+ years of total experience with hands-on data-driven research and development.
- Experience designing incrementality experiments, A/B tests, and impact assessments.
- Ability to build production-grade pipelines and own code from research through deployment.
- Fluency in Python and SQL.
- Bachelor's degree in computer science, statistics, mathematics, engineering, or a similar quantitative field, or equivalent experience.
- Ability to communicate complex technical tradeoffs to cross-functional stakeholders.
Nice to have
- Experience with ML-based entity resolution, embeddings, probabilistic matching, and hierarchical clustering.
- Experience with graph databases and analytics, including Neo4j, Spanner, PuppyGraph, or NetworkX.
- Knowledge of multi-touch attribution, cross-channel measurement, device fingerprinting, cross-device identity, and cookie-less identity resolution.
- Experience evaluating identity or data enrichment vendors and familiarity with affiliate, ad tech, or performance marketing data.
- Experience with GCP, BigQuery, Vertex AI, Dataflow, Cloud Run, Databricks, or Spark.
- Knowledge of privacy-preserving identity techniques such as differential privacy, hashing, and clean rooms.
Culture & Benefits
- Hybrid work environment with flexible paid time off.
- Medical, dental, and vision insurance, flexible spending accounts, and 401(k).
- Mental health and wellness support, including covered therapy or coaching sessions and gym reimbursement.
- RSUs with a three-year vesting schedule, subject to Board approval.
- Coursera subscription, PXA courses, technology stipend, and monthly internet allowance.
- Paid parental leave of up to 26 weeks for primary caregivers and 13 weeks for secondary caregivers.
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