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Senior AI/ML Engineer - Huron Consulting Group
ML Engineer
Senior AI/ML Engineer who designs, builds, and deploys intelligent systems using Python, deep learning frameworks, generative AI, and cloud-native tools to solve complex business problems.
About the role
Key Responsibilities
- Design and implement end‑to‑end machine‑learning pipelines, from data ingestion to model serving.
- Develop and fine‑tune deep‑learning models using TensorFlow or PyTorch for tasks such as NLP, computer vision, and generative AI.
- Architect scalable, containerized solutions on AWS, leveraging Docker and Kubernetes for production deployment.
- Collaborate with cross‑functional teams to translate business requirements into technical specifications and AI‑driven solutions.
- Monitor model performance in production, conduct root‑cause analysis, and iterate to improve accuracy and efficiency.
Requirements
- 5+ years of hands‑on experience developing machine‑learning models in Python.
- Proficiency with deep‑learning frameworks (TensorFlow, PyTorch) and experience building generative AI or agent‑based systems.
- Strong background in cloud platforms (AWS) and container orchestration (Docker, Kubernetes).
- Demonstrated ability to work in agile, client‑focused environments and communicate technical concepts to non‑technical stakeholders.
- Bachelor’s or higher degree in Computer Science, Engineering, or a related quantitative field.
Skills
pythontensorflowpytorchgenerative aiawsdockerkubernetes