AI Security Solutions Engineer
1 week ago
The Cisco Security AI division is at the forefront of delivering artificial intelligence products and platforms that enhance all Cisco Secure offerings, enabling organizations globally to defend against threats and protect critical business elements with robust security measures. Our mission is to empower our clients with simplified security solutions that leverage AI and Machine Learning without compromise.
Who You Are
You are a dedicated software engineer with a strong history of developing and implementing models that solve tangible challenges. Your expertise encompasses:
- Model Customization for Specific Problems: Proven experience in modifying neural network architectures such as GANs, Autoencoders, Attention Mechanisms, and Transformers, or creating innovative architectures tailored to unique challenges across various fields (e.g., natural language processing, computer vision, time series analysis).
- High-Dimensional Data Management: Skilled in handling and extracting valuable insights from high-dimensional data, utilizing techniques like dimensionality reduction or specialized network designs.
- NLP and LLM Proficiency: Familiarity with models like BERT and GPT, enabling effective analysis of structured and unstructured text data. Experience in building custom NLP models for applications such as text generation or summarization is highly advantageous.
- Innovative Problem Solving: Capability to apply deep learning methodologies creatively to address complex issues, often integrating domain knowledge from cybersecurity or other sectors with innovative thinking.
- Model Scalability and Efficiency: Expertise in crafting models suitable for deployment in diverse environments, with a clear understanding of the trade-offs between model complexity and operational performance.
- Commitment to Continuous Learning: Dedication to remaining informed about the latest advancements in deep learning, consistently incorporating new research and techniques into your problem-solving strategies.
What You Will Do
In this position, you will confront some of the most pressing challenges faced by businesses today through:
- Model Development: Design and implement sophisticated machine learning models and algorithms aimed at addressing security issues, including threat detection, anomaly identification, and risk evaluation.
- Model Training and Assessment: Oversee the training, validation, and refinement of machine learning models using contemporary techniques and libraries. Establish and monitor security-focused metrics for evaluating model performance.
- Software Solution Development: Create resilient software systems to integrate, deploy, and maintain advanced machine learning models in operational settings. This includes optimizing software frameworks, ensuring seamless model integration, and rigorously testing systems to uphold high reliability and performance standards.
- Deployment Strategy Collaboration: Work alongside software engineering teams to devise and execute deployment strategies for models within security systems, ensuring scalability, reliability, and efficiency.
- Documentation and Best Practices: Develop a comprehensive process for machine learning and security operations, maintaining clear documentation of models, data pipelines, and security protocols.
Basic Qualifications
- 3+ years of experience in programming languages such as Python or R, along with familiarity with machine learning libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- 2+ years of experience in constructing machine learning systems and scalable solutions.
- BA/BS degree with 2+ years of experience, or MS degree with 1+ year of experience as a machine learning engineer.
Preferred Qualifications
- In-depth knowledge of machine learning algorithms, deep learning, and statistical modeling.
- Strong problem-solving and communication abilities, capable of conveying complex concepts to non-technical colleagues.
Why Cisco Secure
#WeAreCisco, where every individual is valued. We collaborate as a team each day, striving to create an inclusive future for all. Get to know us.
We are global, adaptable, and diverse, with a security portfolio that is both extensive and innovative. Our product teams cover a wide range of areas, including Threat Detection & Response, Zero Trust by Duo, Common Services Engineering, and Cloud & Network Security. The only element missing is YOU.
Join a leading enterprise in security with a dynamic culture that fosters innovation and provides opportunities for impactful contributions.
What else can you anticipate? A continuous investment in your professional development—this is why we offer numerous employee resource groups (known as Inclusive Communities), mentorship programs, and a wealth of learning resources to enhance your experience and explore your interests. Your success is our success.
Join Cisco Secure - Be You, With Us
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