Direct message the job poster from Innovative Numerics LLC
Job Title: CAE Machine Learning Engineer
Location: Remote
Role Summary
We are seeking a CAE Machine Learning Engineer to help accelerate Innovative Numerics’ product roadmap by designing, building, and validating capabilities for structural simulation and mechanical design workflows. This role spans applied research, software development, and customer‑facing technical work, including testing, pre‑sales support, and consulting.
Responsibilities

Support product acceleration and business activities, which may include:

Building tools and test harnesses
Improving reliability, performance, and usability
Creating demos and technical collateral
Assisting with pre‑sales, technical discussions, and evaluations
Contributing to consulting engagements (FEA problem framing, workflow setup, results interpretation)
Custom software development with Abaqus
Validate and benchmark methods on representative datasets, benchmarks, and real‑world customer use cases; document performance and limitations.
Review and synthesize literature on applying machine learning and deep learning to mechanical design, structural simulation, and optimization problems; summarize best approaches and practical learnings for product use.
Propose ML/DL architectures and workflows that capture domain‑specific heuristics for structural simulation and design optimization across diverse problem classes.
Develop and integrate prototypes/frameworks using strong software engineering practices and deep learning libraries; contribute directly to product plans and timelines.



Qualifications Required

Strong hands‑on experience with Python for scientific/engineering computing.
CAE/FEA experience and terminology (meshing, BCs, material models, solver outputs, interpretation).
Comfort working across research, engineering, and customer needs in a fast‑moving environment.
Ability to work independently in a fully remote setting with cross‑time‑zone collaboration.

Nice to Have Skills

CAE background with exposure to structural simulation workflows.
Structural mechanics / computational mechanics.
Abaqus FEA experience (running jobs, post‑processing, automation, scripting, workflows).

What We Offer

Fully remote role.
Opportunity to shape product direction at the intersection of ML and CAE.
Competitive compensation (based on experience and engagement type).
Flexible working hours with some overlap with US team.

About Innovative Numerics
Innovative Numerics LLC is a specialized engineering technology company focused on advanced simulation, computational mechanics, and applied AI in the cloud. Since 2013, we have helped leading consumer, technology, and industrial companies solve complex engineering problems. We work at the intersection of AI/ML, cloud infrastructure, and physics‑based simulation, in a small, high‑caliber team environment where engineers and researchers have real ownership, see the impact of their work quickly, and collaborate closely across predictive technologies, software, and infrastructure.
Job Types: Part‑time, Contract, Internship
Work Location: Remote
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