AS
ML Platform Engineer - Zurich OR Fribourg
Acquism SARL
Hybrid Full-time 1w ago
About the role
Responsibilities
- Design, develop, test, and maintain AI/ML infrastructure within a scalable microservices architecture running on Kubernetes.
- Build and maintain high-quality, secure, and reliable DevOps pipelines and Helm charts.
- Work across the backend stack, integrating event-driven systems (Kafka), gRPC services, and REST APIs.
- Develop and optimize data pipelines using modern data engineering tools (e.g., Spark).
- Manage ML lifecycle processes using tools such as MLflow.
- Contribute to architectural decisions to improve scalability, performance, and system reliability.
- Support deployment and monitoring of ML models in complex production environments, including isolated (air-gapped) setups with varying hardware constraints (CPU/GPU).
- Ensure platform reliability and robustness in customer-deployed Kubernetes environments.
- Maintain high security and compliance standards aligned with industry best practices (e.g., ISO 27001).
Requirements
- Degree in Computer Science, Engineering, or equivalent practical experience.
- 5+ years of experience in AI/ML platform engineering or related roles.
- Strong experience with Kubernetes, distributed systems, and data engineering technologies.
- Hands-on experience with ML platforms and frameworks (e.g., MLflow, PyTorch, SparkML).
- Familiarity with modern data stack technologies (e.g., Spark, Delta Lake, TensorFlow, ONNX).
- Experience building clean, maintainable, and testable systems following modern software engineering principles.
- Knowledge of cloud-native development and DevOps practices (including Helm).
- Experience working in security-sensitive or highly regulated environments is a plus.
- Strong problem-solving and debugging skills.
- Excellent communication skills in English and ability to collaborate across teams.
Skills
AWS LambdaDockergRPCHelmISO 27001KafkaKubernetesMLflowONNXPyTorchREST APIsSparkSparkMLTensorFlow
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