onsite
AI Engineer - Cs2 ITEC
AI Engineer
Develop and deploy machine learning models using Python, TensorFlow, and PyTorch on AWS infrastructure, optimizing performance and ensuring scalable solutions for real‑time data processing.
About the role
Key Responsibilities
- Design, implement, and maintain end‑to‑end machine learning pipelines from data ingestion to model deployment.
- Collaborate with data scientists and software engineers to translate research prototypes into production‑ready services.
- Optimize model performance and resource usage on AWS, leveraging services such as SageMaker, EC2, and S3.
- Conduct model evaluation, A/B testing, and continuous monitoring to ensure reliability and accuracy.
- Document architecture, code, and best practices for internal knowledge sharing.
Requirements
- Strong programming skills in Python and experience with TensorFlow or PyTorch.
- Hands‑on experience deploying ML models on AWS (SageMaker, Lambda, ECS).
- Solid understanding of data preprocessing, feature engineering, and model evaluation metrics.
- Experience with CI/CD pipelines and containerization (Docker, Kubernetes) is a plus.
- Excellent problem‑solving skills and ability to work in a fast‑paced, collaborative environment.
Skills
pythonmachine learningtensorflowpytorchaws