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Profil
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Tasks
As our
Backend AI Developer with a Splash of MLOps
, you'll play a key role in building and maintaining the backbone of our AI systems. While your focus will be on backend development, you'll also support MLOps and DevOps tasks to ensure smooth operations and deployments.
Your tasks as Backend AI Developer with a Splash of MLOps (m/f/x):
Backend Development: Implementation and maintenance of backend services, primarily in Python (FastAPI), to support AI tools and RAG systems.
Backend Development: Building and maintaining backend services in Python (FastAPI) to support AI tools and systems.
Prompt Engineering: Developing and optimizing prompts for AI models to improve performance and usability.
Embeddings Expertise: Working with embeddings to enhance AI capabilities, such as search and recommendation systems.
Database Management: Tweaking and managing databases (PostgreSQL) for efficient data storage and processing.
Containerization: Deploying applications in Docker containers and managing them with Portainer.
CI/CD Pipeline Management: Supporting the design, implementation, and maintenance of CI/CD pipelines using tools like GitLab and Jenkins.
LLM Hosting: Hosting and optimizing large language models (LLMs) on GPUs (NVIDIA).
Azure Kubernetes Service (AKS): Managing deployments on AKS and leveraging Azure OpenAI Services.
Document Extraction: Development of solutions for extracting content from various document formats (e.g., PDF, MS Office).
Testing and Quality Control: Conducting automated and manual tests to verify the quality of search and LLM results.
Collaboration: Working closely with the AI team to integrate and deploy machine learning models into existing systems.
Support and Troubleshooting: Assisting with the resolution of technical issues during the development and integration of AI tools and models.
Optional: Model Training: Training models based on sample data.
Important note
Please be advised that a valid work permit for Austria is required for non-EU citizens. Unfortunately, applications without a valid work permit and sufficient Austrian language skills may not be considered.
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