Tech Data Automation Specialist - Knowledge Systems & Machine Learning
Core
Developing advanced logical databases and knowledge graphs to support aircraft maintenance documentation and integrating them with end-to-end AI and Generative AI pipelines.
Role type
Senior IC Machine Learning Engineer (Knowledge Systems & AI)
Builds
Logically-driven databases, knowledge graph systems, and hybrid AI systems combining structured knowledge with predictive models.
Domain
Aerospace / Technical Data / Machine Learning
Deliverable
production ML models | infrastructure
Required skills
Knowledge graph development (TypeDB, Neo4j, Datalog), Machine learning pipeline architecture, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Python, Full-stack development
Preferred skills
MLOps tools (MLflow, Kubeflow), Cloud AI platforms, Hierarchical Task Networks (HTN), Digital transformation in aerospace/automotive
Technologies
TypeDB, Neo4j, Datalog, Python, Scikit-learn, TensorFlow, PyTorch, MLflow, Kubeflow
Responsibilities
Design and implement advanced logical databases; Develop and maintain robust knowledge graph systems; Build intuitive GUI frontends for databases; Contribute to architecture and development of end-to-end ML and GenAI pipelines; Build, train, and deploy machine learning models; Integrate ML models with core knowledge bases
Seniority
Senior, hands-on IC