Acceler8 Talent ยท 1 day ago
Senior ML Engineer (Digital Twin)
Acceler8 Talent is working with a company building AI systems that interact directly with the physical world at scale. They are seeking a Senior Digital Twin ML Engineer to help develop high-fidelity digital twins that are essential for learning, simulation, and decision-making systems.
Responsibilities
Develop model identification pipelines, parameter fitting routines, and adaptive calibration systems for digital twins
Build ML-driven dynamic models, multi-scale physics approximators, and hybrid simulation frameworks
Maintain twin fidelity, stability, and consistency as physical systems evolve and new data is introduced
Collaborate with simulation, reinforcement learning, controls, and agent systems teams to integrate digital twins into closed-loop learning and decision workflows
Qualification
Required
Strong experience building, calibrating, or maintaining digital twins, dynamic systems, or data-driven physics models
Familiarity with system identification, time-series modeling, physical parameter estimation, and stability considerations
Ability to combine physics intuition, machine learning, and experimental data into robust predictive models
Comfortable working across ML systems, simulation tools, and physical hardware interfaces in a fast-paced environment
Company
Acceler8 Talent
Acceler8 Talent partners with technology companies to propel their funding and business forward.
H1B Sponsorship
Acceler8 Talent 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 (1)
2023 (1)
Funding
Current Stage
Early StageCompany data provided by crunchbase