Senior Machine Learning Architect
2 weeks ago
About the Role
Cisco is seeking a highly skilled Senior Machine Learning Architect to join our Security AI team. As a key member of our team, you will be responsible for designing and architecting complex machine learning systems that meet security, scalability, and performance requirements.
Key Responsibilities
- Design and architect machine learning systems that meet security, scalability, and performance requirements.
- Develop and implement advanced machine learning models and algorithms to tackle complicated security problems.
- Lead the training, validation, and fine-tuning of machine learning models, using pioneering techniques and libraries.
- Collaborate with software engineering teams to design and implement deployment strategies for machine learning models into security systems.
- Establish standard methodologies for machine learning and security operations, and maintain clear documentation of models, data pipelines, and security procedures.
Requirements
- BA/BS degree with 7+ years of experience, or MS degree with 5+ years of experience as a machine learning engineer.
- Solid experience in machine learning engineering, with a strong portfolio of successful projects.
- Extensive experience in building machine learning systems and scalable solutions.
- Expertise in machine learning algorithms, deep learning, and statistical modeling.
Preferred Qualifications
- Advanced degree in Computer Science, Data Science, Statistics, Computational Linguistics, or a related field.
- Proficiency in programming languages such as Python or R, and experience with machine learning libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Excellent problem-solving and communication skills, with the ability to explain complex concepts to non-technical stakeholders.
- Proven ability to work in a team-oriented environment.
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