onsite
Senior Applied AI/ML Engineer - Perelyn GmbH
ML Engineer
Lead end‑to‑end AI/ML projects, designing and deploying scalable models on AWS, while collaborating with cross‑functional teams to transform data into actionable insights.
About the role
Key Responsibilities
- Design, develop, and production‑grade deploy machine learning models using Python, TensorFlow, and PyTorch.
- Collaborate with data scientists and product teams to translate business problems into data‑driven solutions.
- Implement MLOps pipelines on AWS (SageMaker, Lambda, ECS) for continuous integration and deployment.
- Optimize model performance and resource usage through hyper‑parameter tuning and model compression.
- Document model architecture, experiments, and results for reproducibility and knowledge sharing.
Requirements
- 5+ years of experience in applied AI/ML engineering.
- Strong programming skills in Python and familiarity with deep learning frameworks.
- Hands‑on experience with AWS services for ML deployment.
- Proven track record of delivering production‑ready ML solutions.
- Excellent communication and teamwork abilities.
Skills
pythonmachine learningdeep learningtensorflowpytorchawsmlops