Staff / Sr. Staff Machine Learning Scientist

Netskope is seeking a talented and motivated Machine Learning Scientist to join the Netskope AI Labs, focusing on advancing state-of-the-art AI and machine learning technologies for the Intelligent Security Service Edge (SSE). The role involves identifying and developing scalable data acquisition and labeling strategies, building ML models, and implementing them within the product lifecycle. The team operates within the Netskope Engineering environment, focusing on security applications and adjacent domains.

Requirements

• Identify strong AI/ML use cases in cloud security, data security, and adjacent domains.
• Define scalable data acquisition and labeling strategy.
• Work with data engineers to retrieve, clean, and normalize data.
• Develop ML models for defined use cases.
• Conduct strict internal testing to ensure high efficacy, low false positive and false negative rate.
• Interpret results and communicate findings.
• Document use case, data acquisition, feature engineering, training, validation, deployment, future improvement opportunity, and other important aspects.

Benefits

• Competitive salary
• Opportunity for professional growth
• Collaborative work environment