SimOps (Simulation Operations) is positioned as a practical framework that blends technology, process, and people to improve how engineering simulations are run and scaled, so teams can automate more, reduce friction, and get consistent outcomes.
As simulation teams face growing model complexity, hybrid cloud adoption, and reproducibility challenges, SimOps provides a structured way to move from ad-hoc workflows to scalable operations.

TL;DR
Students & new graduates: start with SimOps AI for Graduates.
Teams needing a shared baseline: SimOps Fundamentals.
Next level after Fundamentals: SimOps Practitioner.
Hands-on, reproducible, production-ready workflows: SimOps Expert
How to choose the right SimOps course
Pick based on role and outcome:
If you are a student or early in your career and excited to start your journey in the AI/HPC/simulation domain → AI for Graduates.
If you need alignment across simulation engineers + HPC/IT ops → Fundamentals.
If you’re standardizing and scaling operations practices → Practitioner (after Fundamentals).
If you need reproducibility + portability now → Expert (container-first workflows).
Certification | Level | Best For | Duration | Exam | Primary Skills & Focus |
SimOps AI for Graduates | Entry | Students & recent graduates entering AI, HPC, or simulation | 1–2 hours | 15 questions | AI + HPC landscape, simulation career pathways, SimOps concepts |
SimOps Fundamentals | Foundation | Simulation engineers & HPC / IT ops teams | 1–2 hours | 35 questions | Core SimOps principles, HPC & HPC cloud basics |
SimOps Practitioner | Intermediate | Experienced professionals scaling operations | ~2 hours | 35 questions | Advanced HPC / HPC cloud operations, repeatable practices |
SimOps Expert | Advanced | Leads & hands-on practitioners | Self-paced (~2 hours) | 15 questions | Docker, OpenFOAM containers, automation, on-prem + AWS deployment |

1) SimOps AI for Graduates
Best for: Recent graduates and engineering students aiming for AI-driven HPC + engineering simulation roles.
What you’ll learn:
A guided overview of how AI intersects with HPC and engineering simulations, and how SimOps frames a pathway into these careers.
How AI intersects with HPC and engineering simulations
Where simulation operations fit in modern engineering workflows
Core SimOps concepts and terminology
Career pathways into AI-driven simulation and HPC roles
Duration: 1–2 hours.
Exam / certificate: 15 multiple-choice questions to earn the certificate.
Prerequisites: No formal prereqs indicated.
Outcome: Useful as a lightweight onboarding module: shared context for juniors joining simulation/HPC initiatives.
2) SimOps Fundamentals
Best for: Simulation engineers and HPC/IT infrastructure professionals who want a baseline validation of SimOps fundamentals.
What you’ll learn:
Core principles and baseline knowledge for operating and using HPC / HPC Cloud infrastructures for engineering simulations, positioned as preparation for higher levels.
Core SimOps principles and operating models
Basics of HPC and HPC cloud for engineering simulations
Roles and responsibilities across simulation, IT, and ops
Foundational knowledge required for higher-level SimOps certifications
Duration: 1–2 hours.
Exam / certificate: 35-question exam for the Fundamentals certificate.
Prerequisites: No formal prereqs indicated.
Outcome (business impact): Creates a shared language across engineering + ops—helpful before you attempt standardization, automation, or cost governance in simulation platforms.
3) SimOps Practitioner
Best for: Experienced simulation/HPC professionals who want the next level after Fundamentals.
What you’ll learn:
Advanced validation and skill-building for operating HPC/HPC cloud infrastructures for engineering simulations, explicitly positioned as prep for Expert.
Advanced operational practices for HPC and HPC cloud environments
Standardizing simulation workflows across teams
Improving reliability, consistency, and operational efficiency
Preparing workflows and skills for Expert-level, hands-on execution
Duration: 2 hours.
Exam / certificate: 35-question exam for the Practitioner certificate.
Prerequisites: Must complete SimOps Fundamentals training + certification first.
Outcome (business impact): A clean “next step” credential for teams moving from baseline alignment into repeatable practices and stronger operational consistency.
4) SimOps Expert
Best for: Leads and practitioners who want hands-on practice building reproducible, portable simulation workflows using containers.
What you’ll learn:
Hands-on work with Docker, running OpenFOAM in containers, automation for reproducibility, and deploying across on-prem and AWS without changing the workflow.
Docker-based simulation environments
Running OpenFOAM in containers
Workflow automation for reproducibility
Deploying identical workloads on-prem and on AWS
Duration: Self-paced; the page notes it should not take longer than ~2 hours with basic SimOps/Linux/Docker knowledge.
Exam / certificate: 15-question exam for the Expert certificate.
Prerequisites: No prior Docker/AWS required, but Fundamentals and Practitioner are recommended.
Outcome (business impact): Container-first workflows help reduce “works on my machine,” shorten environment setup time, and support more predictable scaling decisions across on-prem and cloud footprints.
Start with SimOps Fundamentals to align your team, advance to Practitioner for consistency, and use Expert to deploy reproducible container workflows across on-prem and cloud.
FAQ
What is SimOps?
SimOps frames Simulation Operations as a practical approach that integrates technology, process, and people, plus a maturity path to progress from proof to scaling and optimization.
Which SimOps certification should I start with?
If you need a professional baseline, start with Fundamentals. If you’re a student/new graduate, start with AI for Graduates.
How long do the SimOps courses take?
AI for Graduates and Fundamentals are 1–2 hours, Practitioner is ~2 hours, and Expert is self-paced (suggested ~2 hours).
Is SimOps Expert hands-on?
Yes, Expert explicitly includes hands-on work with Docker, OpenFOAM, automation, and deployment on-prem and on AWS.
Is SimOps vendor-neutral?
Yes. SimOps is designed as a vendor-neutral framework. The certifications focus on transferable principles, operational practices, and workflows that apply across on-prem, cloud, and hybrid environments, rather than tying skills to a specific vendor or platform.
Do SimOps certifications expire?
No. SimOps certifications do not expire. Once earned, they remain valid and do not require renewal or recertification, reflecting the framework’s emphasis on long-lived operational fundamentals rather than short-term product features.






