Senior Machine Learning Engineer, Prompt Security
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موقع الوظيفة:
الراتب شهرياً:
تاريخ النشر:
نُشرت قبل 20 ساعة
عدد الوظائف الشاغرة:
1 عدد الوظائف الشاغرة
ملخص الوظيفة
At Prompt Security our mission is to empower organizations to safely harness the transformative power of Generative AI. As a one-stop security platform we provide visibility governance and real-time protection against all Generative AI concerns enabling organizations to innovate and prosper in the age of AI without compromising on security.
What are we looking for
Were seeking a skilled ML Engineer to play a crucial role in designing developing and maintaining our Protections Engine that powers our Generative AI Security platform. This includes working on our Classification Engine with NER and pattern-based classifiers enabling real-time adaptive security. The ideal candidate will have hands-on experience developing end to end data projects as well as a solid understanding of security best practices for endpoint clients.
What will you do
- Design develop and optimize a hybrid classification engine that combines rule-based (regex) and NLP models to accurately classify entities.
- Enhance and maintain Named Entity Recognition (NER) models to extract structured information from text and improve classification accuracy.
- Work closely with data engineers and domain experts to analyze existing regex classifiers identify coverage gaps and design ML-driven solutions.
- Develop data pipelines for model training evaluation and deployment ensuring scalability and reliability in production environments.
- Optimize existing data workflows and troubleshoot issues to enhance performance latency and reliability.
- Lead end-to-end data projects from requirements gathering to deployment and monitoring.
- Stay updated with industry trends and emerging technologies to continuously improve our data engineering practices.
What skills & knowledge should you bring
- 5 years of proven experience in software development
- Strong proficiency in Python
- Experience with NER-based and Regex-based classification
- Experience with Data/ML related projects
- Experience with use of GenAI in production - Advantage
- Experience with Rust or Golang - Advantage
- Excellent problem-solving skills and attention to detail
- Proactive attitude and ability to thrive in a dynamic startup environment
- Communication and collaboration skills
Required Experience:
Senior IC
المهارات المطلوبة
- قيادة السيارة
- الدخول
- CFA
- Excel
- الري
- الخدمات البحرية
عن الشركة
A group of defense and intelligence experts saw savvy attackers compromising endpoints seemingly at will. Traditional approaches failed to provide sufficient protection. They founded SentinelOne to develop a dramatic new approach to endpoint protection. It’s one that applies AI and ma ... اعرض المزيد
