ML Engineer - Simulation & Data Pipelines AIML

About the Role

We are looking for a skilled Automation Engineer to revolutionize our simulation workflows. In this role, your primary mission is to eliminate manual tasks, connect fragmented software tools, and build scalable data pipelines.

Note for Applicants: You will work hand-in-hand with our domain simulation experts, who will provide all the necessary physical and mathematical inputs. Your expertise lies in scripting, software orchestration, API integration, data versioning, and automated reporting.

Responsibilities

• Workflow Automation: Design, develop, and maintain automated pipelines to orchestrate complex simulation runs and processes. This includes scripts within CATIA, Dassault CST Studio, and Siemens CFD Tools.
• Tool Integration: Connect various commercial, open-source, and in-house simulation tools using modern APIs and scripting interfaces (primarily Python).
• Data Lifecycle & Versioning: Implement and manage robust data management strategies to version control large simulation datasets, configurations, and models. Preparation for ML / AI Applications is one of the focus points.
• Automated Reporting: Program and maintain automated generation pipelines that compile raw simulation data into structured, easy-to-read technical reports.
• Continuous Improvement: Standardize engineering workflows by applying software engineering best practices (DevOps mindset) to the traditional R&D environment.

Your Profile

• Education: Degree in any engineering discipline, Computer Science, Software Engineering, IT, or a related field (or equivalent practical experience).
• Automation Enthusiast: Strong experience in writing clean, modular code in Python or other scripting languages for automation purposes.
• Integration Skills: Proven experience working with APIs and handling data formats like JSON, XML, or HDF5.
• Data Management: Strong familiarity with version control systems (e.g., Git) and knowledge of databases (SQL/NoSQL) or data pipelines.
• Communication: Fluent in English; ability to collaborate closely with non-software engineering teams (simulation experts).