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Research Scientist – Optimization

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

Based in New York City, the Research Scientist – Optimization position at Percepta involves combining modern machine learning with rigorous optimization research to close the loop from prediction to decision in critical industries. This opportunity suits professionals with a background in operations research or applied mathematics who want to deploy production-scale decision systems.

Role Overview

The Research Scientist – Optimization works at the intersection of applied artificial intelligence research and real-world implementation. The role requires selecting the best possible actions under production-scale operational constraints by merging classical operations research with test-time search and reinforcement learning.

Key Responsibilities

Set and drive research programs that expand data-driven decision-making capabilities using forecasts and user models.
Invent optimization methods for planning, scheduling, routing, pricing, and inventory by combining test-time search, reinforcement learning, and mathematical formulations.
Build high-fidelity simulators and replayable benchmarks to validate decisions against real-world constraints before deployment.
Push optimizers from benchmarks into production systems that operate in real-time and adapt based on weekly outcomes.
Partner with engineering teams to prototype solutions and integrate successful research into live customer deployments.

Requirements

Hold a PhD in Computer Science, Operations Research, Industrial Engineering, or Applied Mathematics, or possess equivalent research and industry experience.
Demonstrate depth in operations or mathematical optimization, including linear, mixed-integer, constraint programming, and stochastic optimization.
Bring experience using machine learning techniques for operations research, such as test-time search and reinforcement learning for sequential decision-making.
Show comfort in implementing fast real-time optimization systems, debugging large-scale environments, and designing defensible benchmarks.
Share motivation to create operational impact within critical industries like healthcare, supply chains, energy, and finance.
Offer a proven track record of execution, strong communication skills for technical and non-technical stakeholders, and comfort with ownership.

Skills and Tools

Test-time search
Reinforcement learning
Linear programming (LP)
Mixed-integer programming (MIP)
Mixed-integer nonlinear programming (MINLP)
Constraint programming (CP)
Stochastic and robust optimization
Mosaic toolkit
AWS
Anthropic tools

About the Company

Percepta focuses on transforming critical institutions in industries such as healthcare, manufacturing, and energy through applied artificial intelligence. The organization embeds forward-deployed engineering, product, and research teams with industry-leading customers and operates as a direct partnership with General Catalyst. The internal technology stack includes an in-house toolkit named Mosaic for deploying agentic workflows.

How to Apply

Interested candidates should apply directly on the official Percepta careers page.

Skills and tech stack

Questions candidates ask

Where is the Research Scientist – Optimization role located?

The role is based in New York City.

What qualifications are required for education or experience?

Candidates must have a PhD in Computer Science, Operations Research, Industrial Engineering, or Applied Mathematics, or equivalent research and industry experience.

What core technical areas are expected for this position?

Applicants need depth in operations or mathematical optimization (such as LP, MIP, MINLP, CP, and stochastic optimization) and experience with machine learning techniques for operations research like test-time search and reinforcement learning.

Which industries does Percepta target with its technology?

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

How should an interested candidate apply?

Candidates should submit their application through the official Percepta company careers page.

Ready to apply?

The application is on the official percepta careers page.

Apply on company site