Gen AI & Backend Engineer
Salt Deutschland GmbH
Ansprechpartner: Nikolaos Vetsos
Herzogenaurach, Deutschland
Beschreibung
We are looking for a Generative AI & Backend Engineer to develop and deploy AI-powered solutions, build scalable backend services, and manage machine learning workflows in cloud environments.
Key Responsibilities- Design and implement data preparation pipelines for generative AI model training.
- Process and validate multimodal datasets, including images, segmentation masks, depth data, and 3D assets (meshes, materials, and textures).
- Develop and maintain REST APIs for model inference using Ray Serve.
- Integrate SQL databases and build backend services to support AI applications.
- Deploy solutions on AWS using services such as S3, EC2, IAM, Bedrock, and AgentCore.
- Execute machine learning inference workflows using PyTorch.
- Manage Python environments, dependencies, and deployment configurations.
- Deliver production-ready solutions, documentation, and technical handovers to stakeholders.
- Strong Python development skills.
- Experience with PyTorch, Ray Serve, REST APIs, and SQL databases.
- Hands-on experience with AWS cloud services.
- Knowledge of multimodal data processing and generative AI workflows.
- Ability to independently deliver end-to-end technical solutions.
This role requires a proactive engineer with expertise in AI, backend development, and cloud deployment to build scalable and production-ready solutions.