Aktuelle Jobs im Zusammenhang mit Machine Learning Infrastructure Engineer - Karlsruhe, Baden-Württemberg - understandAI GmbH
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vor 4 Wochen
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Machine Learning Infrastructure Engineer
vor 1 Monat
We are seeking a highly skilled Machine Learning Infrastructure Engineer to join our team at understandAI GmbH. As a key member of our team, you will be responsible for building and maintaining our next-generation ML infrastructure, catering to model development, data management, model operation and management, and cost transparency.
You will work closely with our DevOps experts and machine learning engineers to drive the implementation of particular solutions and distribute your knowledge to the other team members. Your expertise in MLOps tools, cloud providers, and Kubernetes will be essential in promoting a MLOps mindset in the team and constantly evaluating state-of-the-art MLOps solutions for our use case.
Key Responsibilities:
- Design and implement scalable and efficient ML infrastructure
- Develop and maintain developer-friendly tools for ML engineers
- Collaborate with DevOps experts and ML engineers to drive implementation and knowledge sharing
- Evaluate and implement state-of-the-art MLOps solutions
- Identify automation opportunities to gain efficiency, reliability, and scalability
Requirements:
- Experience with MLOps tools and cloud providers
- Strong experience with Kubernetes
- At least basic understanding of machine learning
- Solid experience in one high-level language, e.g. Python, JavaScript, Java, or similar
- Large-scale system design exposure, in-depth understanding of UNIX/Linux, network technology, and security practices
- Ability to lead initiatives and motivate people
- Good communication skills in English both verbal and written
What We Offer:
- A crucial role in a dynamic and fast-growing team
- A work environment that fosters trust, respect, and feedback
- An onboarding buddy to integrate you smoothly into our team
- Productivity and improvement time between the development sprints
- A mentor helping you with your personal goals, technical progress in general and your software engineering skills in particular
- Free snacks, drinks, and the option to join activities like hiking, inline-skating, climbing or board game nights
- Competitive salary, flexible working hours, work from home
Our Tech Stack:
Google Cloud, Kubernetes, Terraform, ArgoCD, Docker, Python, Typescript
We believe that AI is the most powerful tool our generation has at hand. At understandAI, we make deep learning accessible for real-world applications like self-driving cars.
Founded in 2017 in Karlsruhe, Germany, we are the ideal annotation partner throughout your autonomous project development. With over 6+ years of ADAS/AD project experience and our unparalleled domain expertise, we transform large-scale validation into a tangible reality. In collaboration with dSPACE, we offer a comprehensive solution for validating and homologating your ground truth programs.
We are your annotation partner for your autonomous journey.
