Senior Digital Twin ML Engineer jobs in United States
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Grafton Sciences ยท 2 days ago

Senior Digital Twin ML Engineer

positionSan Francisco Bay Area
timeFull-time
remoteOnsite
senioritySenior Level

Grafton Sciences is building AI systems with general physical ability, aiming to push the frontier of physical AI. They are seeking a Senior Digital Twin ML Engineer to develop high-fidelity digital twins of systems and to integrate them into learning and decision-making workflows.

Machine LearningRobotics
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H1B Sponsor Likelynote

Responsibilities

Develop model-identification pipelines, parameter fitting routines, and adaptive calibration systems for digital twins
Build ML-based dynamic models, multi-scale physics approximators, and hybrid simulation frameworks
Ensure twin fidelity, stability, and cross-version consistency as real systems change or new data arrives
Collaborate with simulation, RL, controls, and agent systems teams to integrate digital twins into learning and decision-making workflows

Qualification

Digital twinsDynamic modelsMachine learningSystem identificationTime-series modelingPhysical parameter estimationExperimental dataResearch environmentCollaboration

Required

Strong experience building or calibrating digital twins, dynamic models, or data-driven physics models
Familiarity with system identification, time-series modeling, physical parameter estimation, and stability/fidelity considerations
Ability to blend physics, machine learning, and experimental data into robust predictive models
Comfortable working across ML, simulation tools, and physical hardware interfaces in a fast-moving research and engineering environment
Above all, we look for candidates who can demonstrate world-class excellence

Benefits

Meaningful equity
Benefits

Company

Grafton Sciences

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Building systems of general physical ability to enable superintelligence
dateFounded in 2024
location
Redwood City, California, USA
people-size11-50 employees
web-link
https://www.graftonsciences.com/

H1B Sponsorship

Grafton Sciences has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (2)

Funding

Current Stage
Early Stage
Company data provided by crunchbase