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Ai infrastructure engineer (m/f/d)

Stuttgart
Sereact
Ingenieur
Inserat online seit: 19 Juli
Beschreibung

Who We Are:We are a rapidly growing embodied AI company revolutionizing human labor. Leveraging cutting-edge robotics and advanced artificial intelligence, we develop transformative technologies that redefine how work is done across multiple industries—empowering businesses to streamline operations, boost productivity, and unlock new possibilities.Overview:We are looking for an innovative AI Infrastructure Engineer to design and optimize the systems that power machine learning models for our robotics platforms. In this role, you will build and maintain the infrastructure that supports the training, deployment, and scalability of AI-driven solutions. You’ll play a critical role in ensuring that our perception, planning, and decision-making algorithms perform efficiently in real-time, enabling precise manipulation and seamless operation of our robotics systems.Your Responsibilities:Infrastructure:Design and implement scalable AI pipelines for training, testing, and deploying machine learning models.Build and maintain systems for large-scale data collection, processing, and storage.Optimization:Optimize infrastructure to ensure low-latency inference for real-time robotic applications.Develop tools to monitor, debug, and optimize AI performance in production environments.Collaborate with AI researchers and engineers to streamline the integration of machine learning models.Utilize containerization and orchestration tools like Docker and Kubernetes to manage AI workloads.Administration:Work closely with robotics and software teams to align infrastructure with system requirements.Ensure compatibility of AI systems with cloud platforms and on-premise deployments.Document infrastructure architecture and provide guidance on best practices.Qualifications:Education and Experience3+ years of experience in building and maintaining AI or ML infrastructure.SkillsProficiency in programming languages such as Python, Go, or Java.Strong knowledge of frameworks like TensorFlow, PyTorch, or ONNX.Experience with distributed computing frameworks like Apache Spark or Dask.Hands-on experience with cloud platforms such as AWS, GCP, or Azure.Familiarity with MLOps tools like Kubeflow, MLflow, or Airflow.Experience with data storage solutions like S3, HDFS, or PostgreSQL.Strong understanding of containerization tools (Docker) and orchestration systems (Kubernetes).Additional Skills / Nice to HaveKnowledge of robotics systems and real-time constraints is a plus.What We Offer:Wellpass (gym membership)Free meals at the workplaceFlexible working hoursA motivated team and an open corporate cultureCompetitive compensation and excellent career development opportunities #J-18808-Ljbffr

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