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Research Scientist – World Modeling

perceptaNew York CityResearch
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Salary
Not listed
Job type
Full-time
Experience
Senior
Posted
2 Oct 2026
Status
Open · checked 7d ago

About this role

This Research Scientist role suits a candidate with expertise in simulation, optimization, or world modeling who wants to build digital twins for critical industries in New York City. The position involves designing learned world models to transform complex operational data into actionable representations for downstream planning.

Role Overview

Percepta seeks a Research Scientist for World Modeling in New York City to build systems that interpret the full complexity of real-world operations. The position focuses on creating models and agents that compress messy data into continuously updated digital twins for forecasting and optimization.

Key Responsibilities

Design and build learned world models to compress multi-modal operational data into decision-relevant representations.
Model transition dynamics of real operations to allow downstream systems to run counterfactuals prior to physical implementation.
Build and validate customer operation digital twins benchmarked against real-world testbeds.
Partner with forecasting and optimization teams to provide suitable substrates for calibrated predictions and optimal actions.
Bridge research into practice by collaborating with engineers to deploy world models into live customer environments.

Requirements

Hold a PhD degree in Computer Science, Operations Research, Industrial Engineering, or Applied Mathematics, or possess equivalent research and industry experience.
Demonstrate depth in simulation or world modeling.
Possess experience in novel machine learning techniques for control and optimization, including test-time search and reinforcement learning for sequential decision-making.
Show comfort in implementing and debugging large-scale optimization systems while designing benchmarks with defensible ground truth.
Prove a track record of execution and excellent communication with technical and non-technical stakeholders.

Skills and Tools

Simulation
World Modeling
Reinforcement Learning
Test-time Search
Optimization Systems
Mosaic Toolkit

About the Company

Percepta focuses on transforming critical institutions in sectors such as healthcare, manufacturing, and energy through applied artificial intelligence. The organization operates as a direct partnership with General Catalyst, utilizing forward-deployed expertise, the Mosaic in-house toolkit, and strategic partnerships with industry leaders like Anthropic, McKinsey, and AWS.

How to Apply

Interested candidates should visit the official Percepta careers page to submit an application.

Skills and tech stack

Questions candidates ask

Where is the Research Scientist position located?

The role is located in New York City.

What educational background is required?

A PhD degree in Computer Science, Operations Research, Industrial Engineering, or Applied Mathematics is required, or equivalent research and industry experience.

What industries does Percepta target with its AI solutions?

Percepta targets critical industries including healthcare, manufacturing, energy, supply chains, and finance.

What kind of systems will the Research Scientist build?

The scientist will build learned world models, transition dynamics models, and digital twins of customer operations.

Ready to apply?

The application is on the official percepta careers page.

Apply on company site