Senior ML Platform Engineer

About the role

As a Senior Machine Learning Platform Engineer, you will design and build the platform that turns large-scale sensor data into validated, reproducible machine learning models. You will own the end-to-end ML lifecycle, including data processing, distributed training, and experiment tracking. Your work will enable ML engineers to develop autonomy and perception capabilities efficiently and at scale.

Responsibilities

• Design, implement, and operate scalable ML and data pipelines covering ingestion, dataset creation, training, and model validation.
• Build a reliable ML platform for reproducible experimentation and training across local, on-premises, and cloud GPU infrastructure.
• Develop efficient systems for large-scale multimodal datasets, including imagery, LiDAR, odometry, ground truth, and simulation data.
• Establish dataset and model versioning, metadata management, quality checks, and traceability from raw sensor data to validated model artifacts.
• Build and optimize distributed training workflows, job scheduling, GPU resource allocation, caching, and high-throughput data access.
• Develop AI-powered tools for internal data engineering, including semantic data search, metadata enrichment, automatic annotation, and quality assessment.
• Improve platform reliability, observability, security, cost efficiency, and developer experience.
• Collaborate with ML, data, and engineering teams to translate their technical needs into scalable platform capabilities.

Required skills

• Python
• MLOps
• Machine Learning
• Docker
• Kubernetes
• Distributed training
• CI/CD
• Infrastructure as Code

Nice to have

• Argo Workflows
• Kubeflow
• Metaflow
• Airflow
• MLflow

Qualifications

• Degree in Computer Science, Artificial Intelligence, Data Engineering, or a related technical discipline

Benefits

• Company pension scheme
• Flexible working hours
• Mobile Work
• EGYM Wellpass
• Bike-Leasing
• Corporate Benefits
• Employee events
• Lunch-Card
• Company Shuttle

About the Company

Quantum Systems is a leading European deep-tech company for unmanned systems across air, land and maritime domains. We develop and scale integrated hardware, software and AI-powered solutions for mission-critical operations.