Senior MLOps Engineer with Focus on Edge Computing
Vor 5 Tagen
As a Senior MLOps Engineer with a focus on edge computing, you will play a crucial role in building and scaling our ML systems, ensuring they are robust, scalable, and seamlessly integrated into our products and services.
Key Responsibilities- Design, build, and maintain the infrastructure and tools to deploy, monitor, and manage ML models in production.
- Work closely with data scientists and data engineers to create scalable, efficient, automated pipelines that ingest, process, and analyze large datasets.
- Responsibility for orchestrating and scheduling platforms (e.g., Dataiku) and solutions.
- Implement robust data validation and testing frameworks to ensure the accuracy and integrity of data and models.
- Collaborate with cross-functional teams to ensure that ML solutions meet business requirements and align with company goals.
We are looking for an experienced MLOps engineer with a strong background in Linux, networking protocols, and microservice architecture. You should have at least 2 years of experience in a role focusing on ML model deployment, management, and scalability.
Key qualifications include:
- Solid knowledge of Linux and networking protocols (udp, grpc, mqtt), including kernel configurations and yocto builds
- Expert knowledge in microservice architecture: docker, Kubernetes, streaming (kafka), logging and database (redis, sql) architectures
- General knowledge about MLOps concepts (e.g., reproducibility, testing, monitoring), with a focus on connecting different platforms (e.g., labeling platform, artifact store, training infrastructure) to drive automation
- Experienced with model deployment frameworks such as NVIDIA Triton inference server, and with programming streaming solutions with deepstream for Nvidia edge hardware: Jetson Xavier / Orin
- Expert knowledge in modern Python development, including knowledge about best practices package management, linting / formatting, data validation, general code design (design patterns), parallelization, and CI / CD with unit and integration tests
- Profound experience with cloud services (e.g., AWS, Azure, Google)
- Advanced knowledge in C, C++. Familiar with.NET is a plus
Heraeus Consulting & IT Solutions GmbH is a leading provider of consulting and IT services. We are a team of experts who work together to deliver innovative solutions to our clients.
We offer a competitive salary, excellent benefits, and opportunities for career growth and professional development.
SalaryThe estimated salary for this position is €80,000 - €120,000 per year, depending on your level of experience and qualifications.
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