3 дня назад
Prediction Research Manager
280 000 - 425 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Prediction Research Manager (Predictive Modeling/AI): Lead a team building empirical predictive systems from structured data, statistical and machine-learning models, language models, retrieval, and simulated agents with an accent on calibration, temporal validity, subgroup performance, and robustness under changing conditions. Focus on designing falsifiable experiments, comparing complex methods with strong baselines, and transferring validated research into dependable production capabilities.
Location: New York City; in-person, five days a week in the office. Candidates must be located in the New York metropolitan area or be open to relocation within the United States.
Salary: $280,000–$425,000 annually, plus equity.
Company
builds simulations of human behavior using populations of AI agents to help companies and institutions test consequential decisions before implementation.
What you will do
- Lead and develop a team of Prediction Researchers and research engineers while remaining directly involved in research.
- Set and manage a focused portfolio covering aggregate prediction, behavioral forecasting, calibration, drift, subgroup decomposition, and agentic prediction systems.
- Turn ambiguous prediction problems into falsifiable hypotheses, strong baselines, reliable datasets, decisive experiments, and stopping criteria.
- Build predictive systems using structured data, statistical and machine-learning models, language models, retrieval, tools, and inference-time reasoning.
- Establish standards for calibration, temporal validity, prospective testing, leakage prevention, subgroup performance, and robustness under condition shift.
- Transfer validated methods into production through clear contracts, reproducible implementations, documented limitations, and close collaboration with research and engineering teams.
Requirements
- Experience leading predictive, forecasting, machine-learning, quantitative, or applied research with a high empirical standard.
- Experience developing original research agendas and predictive systems from messy, heterogeneous data with temporally valid evaluation.
- Strong skills in statistical reasoning, model design, data design, implementation, experiment design, and detailed error analysis.
- Understanding of the strengths and failure modes of language models and their combination with structured data and quantitative methods.
- Experience managing or technically leading strong researchers, giving direct feedback, and developing independent scientific judgment.
- Willingness to work in person five days a week in New York City, with relocation support available.
Nice to have
- Experience in time-series modeling, econometrics, decision science, quantitative social science, recommender systems, risk modeling, causal inference, market prediction, or probabilistic programming.
- Experience with LLM agents, retrieval, tool use, post-training, synthetic environments, model-based reasoning, or inference-time scaling.
- Experience building proprietary datasets, data products, acquisition programs, or outcome-driven learning systems.
- Experience with prospective forecasting, prediction markets, demand modeling, experimentation, or decision-making under uncertainty.
- Experience translating research into production systems with engineering teams.
Culture & Benefits
- Small, in-person team focused on urgency, high ownership, intellectual honesty, and empirical evidence.
- Competitive base salary with equity participation.
- Comprehensive medical, vision, and dental coverage.
- Visa sponsorship and relocation support.
- Research culture that values rigorous evaluation, clear communication of negative results, and direct contribution from managers.
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