MLOps Engineer (f/m/d)
- On-site, Hybrid
- NXAI GmbH (Linz, Oberösterreich, Austria)
- Technology
Job description
At NXAI, we're always excited to meet forward-thinking minds eager to shape the future of AI. We work at the cutting edge of technology with a team of technical experts to continue creating excellent solutions.
In this role, you will shape the future of NXAI’s technology in a meaningful way by:
Checking and automatizing of model deployment as well as ensuring smooth integration.
Monitoring pipelines to track various metrics like response time, error rates, and resource utilization.
Securing model artifacts are generated/stored correctly.
Establishing alerts and notifications to quickly detect anomalies or deviations from expected behavior.
Ensuring models are continuously deployed and updated.
Job requirements
You may be a good fit if you have:
Deep quantitative background with a degree (Bachelor’s, Master’s, or Ph.D.) in a highly analytical discipline, like Statistics, Computer Science, Mathematics, Operations Research, etc.
Strong experience in building Machine Learning deployment pipelines, including automation of model packaging using Docker, Kubernetes, and NVIDIA Triton.
Expertise in ONNX Model Conversion and establishing validation pipelines for seamless model deployment.
Proficiency in CI/CD and Infrastructure Automation with GitHub Actions or Jenkins for reliable and continuous ML deployment, Infrastructure as Code (IaC) practices with tools like Terraform.
Advanced skills in deploying Kubernetes on edge devices and scaling edge AI models through Docker or Podman on edge servers.
Competence in cross-compiling AI models for deployment on ARM, NVIDIA, and AMD devices for optimized edge performance.
Knowledge of performance tracking using Prometheus, Grafana, and OpenTelemetry for edge AI applications.
Running automated tests (unit and integration testing) for ML models.
What you'll get:
We offer you the opportunity to work in a key position at the forefront of a fast-growing company.
Competitive salary in line with the market, plus a tailored benefits package.
Benefit from a diverse and probably one of the best teams in the field of new evolving AI technology, where professional excellence is the guiding principle.
The chance to make a real impact and shaping the future of AI.
or
- Linz, Oberösterreich, Austria
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