2 часа назад
Simulation Engineer (AI)
250 000 - 800 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Simulation Engineer (AI): Productionizing AI-driven population simulations, including audience generation, world modeling, response prediction, and evaluation infrastructure, with an accent on large language models, reusable simulation abstractions, and hybrid architectures. Focus on designing scalable agent-based systems, running rigorous ML experiments, optimizing simulation performance, and turning agent outputs into decision-ready customer artifacts.
Location: New York City metropolitan area; in-person work 5 days a week in the office. Candidates must be located nearby or be open to relocation.
Salary: $250K–$800K annually, plus equity.
Company
develops AI-powered predictive intelligence by simulating human behavior at population scale with artificial agents.
What you will do
- Productionize the core simulation loop, including audience generation, world modeling, and response prediction.
- Design reusable agent and population objects, simulation contracts, interfaces, and evaluation harnesses.
- Build infrastructure for measuring accuracy and optimize simulations for speed and cost at scale.
- Partner with Simulation Research to harden hybrid LLM and classical ML architectures.
- Develop deployment workflows and tooling for launching client simulations.
- Create calculation, analysis, and publication layers that turn agent outputs into decision-ready customer artifacts.
Requirements
- Deep expertise in machine learning and AI, including meaningful experience using large language models in production.
- 3+ years of hands-on experience building ML or AI systems.
- Experience designing rigorous ML experiments from hypothesis through evaluation and deployment.
- Experience across the model lifecycle, including data collection, training, evaluation, and production integration.
- Experience working cross-functionally with engineering and product teams to ship ML-powered features.
- Ability to work in person 5 days a week in the New York City office, or willingness to relocate to the New York City metropolitan area.
Nice to have
- Publications at NeurIPS, ICML, ICLR, ACL, or other top ML venues.
- Experience with multi-agent systems, simulation, agent-based modeling, Monte Carlo methods, or modeling and prediction systems.
- Background in probabilistic modeling, Bayesian inference, causal reasoning, or hybrid LLM and classical ML architectures.
- Experience in quantitative or data-heavy fields such as quantitative finance, computational social science, ad measurement, forecasting, statistics, or psychometrics.
- Research experience, including reading papers, prototyping with researchers, or contributing to published work.
Culture & Benefits
- Small, mission-driven team with high ownership, trust, urgency, and intellectual honesty.
- Competitive base salary and equity participation.
- Comprehensive medical, vision, and dental coverage.
- Visa sponsorship and relocation support are available.
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