Flight physics ARtificial intelligence and Machine learning Data Scientist - FARMer
Core
Data Scientist and AI specialist responsible for rapid prototyping, model development, and industrialization of AI solutions for flight physics and aerospace engineering.
Role type
Senior IC Machine Learning Engineer (Flight Physics)
Builds
Validated AI models, MLOps/POD deployment workflows, and high-impact prototypes (e.g., Vibration Killer, OAD Surrogates) for aerospace applications.
Domain
Aerospace engineering, Flight Physics, and simulation
Deliverable
production ML models
Required skills
Python, PyTorch, NumPy, SciPy, Pandas, Scikit-Learn, SQL, C/C++, Fortran, ETL pipeline design, cloud analytics stacks (AWS/Azure/GCP), MLflow/DVC, supplier management
Preferred skills
Experience with LLMs, CNNs, surrogate models, engineering/physics-based simulations
Technologies
PyTorch, Jupyter, Airflow, Spark, AWS, Azure, Google Cloud, MLflow, DVC
Responsibilities
Develop initial validated AI models and drive MLOps/POD adoption; partner with domain experts on Verification & Validation (V&V) strategies; process and analyze flight physics data; build business cases and industrialize process improvements; mentor technical teams and introduce data science methods; manage external partners for computing infrastructure and data engineering.
Seniority
Senior, hands-on IC with mentorship responsibilities