11 часов назад
Senior Lead Data Scientist (Graph & Forecasting)
120 000 - 155 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Lead Data Scientist (Graph & Forecasting) (Graph Analytics/Predictive Modeling): Building graph-based intelligence and forecasting capabilities for identity resolution, audience intelligence, panel health, pricing, and operational optimization with an accent on graph modeling, time-series analysis, and production-ready machine learning. Focus on designing scalable identity graphs, developing predictive models for changing respondent behavior and market dynamics, and establishing rigorous validation and monitoring practices.
Location: Remote – U.S.A.
Salary: $120,000–$155,000 per year, plus a potential discretionary incentive program and benefits.
Company
provides first-party data and audience insights to support measurement, activation, and business decision-making.
What you will do
- Architect and optimize graph-based data models for audience intelligence, project similarity, clustering, relationship-driven analytics, and downstream AI applications.
- Develop identity resolution frameworks across multiple respondent identifier systems using deterministic and probabilistic matching.
- Build forecasting and predictive models for supply, incidence, completion probability, panel health, and other operational use cases.
- Extend forecasting methods for scenario analysis, optimization, and decision support while monitoring model performance.
- Design validation, experimentation, monitoring, and governance practices for accurate, stable, scalable, production-ready models.
- Partner with product, engineering, and data platform teams on schemas, feature engineering, data contracts, priorities, and analytical recommendations.
Requirements
- 8+ years of experience in data science, applied machine learning, analytics, or a related field.
- Production experience developing and deploying graph analytics, machine learning, or predictive modeling solutions.
- Deep knowledge of graph databases, graph algorithms, similarity modeling, clustering, and network analysis.
- Experience with Neptune, Neo4j, TigerGraph, or comparable graph platforms.
- Strong background in forecasting, time-series analysis, statistical modeling, and predictive analytics.
- Advanced Python skills and experience with large-scale operational datasets and modern data science tooling.
Nice to have
- Experience with identity or entity resolution, master data management, or identity graph development.
- Knowledge of community detection, relationship discovery, recommendations, graph embeddings, and similarity modeling.
- Experience with anomaly detection, change-point detection, cohort evolution, longitudinal measurement, or demand planning.
- Background in market research, panel data, audience measurement, advertising technology, or marketplaces.
- Experience with AWS, optimization, simulation, or decision-support systems.
Culture & Benefits
- Full-time employment with medical and other benefits.
- Potential discretionary incentive compensation.
- Inclusive and accessible workplace with accommodations available throughout the selection process.
- Equal opportunity employment environment.
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