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AI Engineer - LLM Systems & Software Integration - MACS Software GmbH
AI Engineer
Lead the design and deployment of large language model solutions, integrating them into production systems using Python, ML best practices, and AWS infrastructure.
About the role
Key Responsibilities
- Architect and develop end‑to‑end LLM pipelines, from data ingestion to inference serving.
- Collaborate with cross‑functional teams to embed LLM capabilities into existing software products.
- Implement scalable, cloud‑native solutions on AWS (SageMaker, Lambda, ECS).
- Optimize model performance, latency, and cost through fine‑tuning and efficient resource management.
- Maintain rigorous testing, monitoring, and documentation of AI components.
Requirements
- Strong programming skills in Python and experience with ML frameworks (PyTorch, TensorFlow).
- Hands‑on experience with large language models (e.g., GPT, LLaMA) and fine‑tuning techniques.
- Proficiency in cloud services, especially AWS, and container orchestration.
- Solid understanding of software engineering principles and CI/CD pipelines.
- Excellent problem‑solving skills and a collaborative mindset.
Skills
pythonmachine learningaws