remote
Senior AI Engineer - John Deere
AI Engineer
Lead the design and deployment of advanced AI models, leveraging Python, TensorFlow, and PyTorch on AWS to drive innovation in precision agriculture and autonomous systems.
About the role
Key Responsibilities
- Architect and implement end‑to‑end machine learning pipelines for large‑scale agricultural datasets.
- Develop and optimize deep learning models using TensorFlow and PyTorch for image, sensor, and time‑series data.
- Collaborate with data engineers to design scalable data ingestion and feature engineering workflows on AWS.
- Deploy models to production environments, ensuring reliability, monitoring, and continuous improvement.
- Mentor junior engineers and contribute to best‑practice guidelines for AI development.
Requirements
- 5+ years of experience in AI/ML engineering with a strong portfolio of production‑ready models.
- Proficiency in Python, TensorFlow, PyTorch, and AWS services (SageMaker, EC2, S3).
- Deep understanding of computer vision, sensor fusion, or time‑series analysis.
- Experience with CI/CD pipelines and model monitoring tools.
- Excellent communication skills and a collaborative mindset.
Skills
pythonmachine learningdeep learningawstensorflowpytorch