remote
Senior AI/ML Developer - Descartes Systems Group
Software Engineer
Senior AI/ML Developer responsible for designing, building, and deploying advanced machine‑learning models and data pipelines on cloud infrastructure to optimize logistics and supply‑chain operations.
About the role
Key Responsibilities
- Design, develop, and productionize machine‑learning models for demand forecasting, route optimization, and anomaly detection.
- Build scalable data pipelines and feature stores using cloud services and container orchestration.
- Collaborate with product, data engineering, and operations teams to integrate AI solutions into existing logistics platforms.
- Implement model monitoring, performance tuning, and continuous improvement processes.
- Stay current with emerging AI/ML research and apply best practices to solve complex supply‑chain challenges.
Requirements
- 5+ years of professional software development experience, with at least 3 years focused on machine learning or deep learning.
- Strong proficiency in Python and ML frameworks such as TensorFlow or PyTorch.
- Hands‑on experience with cloud platforms (AWS) and container technologies (Docker, Kubernetes) for model deployment.
- Solid understanding of data engineering concepts, SQL/NoSQL databases, and building feature pipelines.
- Proven ability to translate business problems into scalable AI solutions and communicate results to cross‑functional stakeholders.
Skills
pythonmachine learningdeep learningawsdockerkubernetes