Senior Data Security Engineer with LLM Expertise
3 days ago
About the Role
Borneo, a pioneering data security and compliance automation platform, seeks a highly skilled Senior Data Security Engineer with LLM Expertise to drive innovation in our cutting-edge LLM-based solution.
This is an excellent opportunity for experienced professionals who want to leverage their skills in Large Language Models (LLMs) to build secure and compliant data management systems.
Main Responsibilities:
LLM Development and Integration:
- Design and implement novel applications of LLMs in data security and compliance, such as multi-model ensembles, advanced privacy risk assessment, and adaptive compliance monitoring.
- Experiment with new architectures and fine-tuning methods to solve complex compliance challenges, detect security anomalies, and enforce data privacy rules.
Collaboration and Use Case Expansion:
- Work closely with Product, Compliance, and Security teams to identify high-impact use cases for LLMs in data security and compliance.
- Potential areas include:
Data Flow Tracking and Automated Compliance:
- Build LLM-powered tools that map data movement across systems to proactively identify privacy risks.
- Leverage LLMs to streamline reporting and enforcement of industry-specific regulations.
Model Optimization and Leadership:
- Design efficient, scalable LLM models optimized for real-world performance in data security and compliance. Regularly refine models to reduce latency, maintain accuracy, and address evolving regulations.
- Integrate LLMs into production environments through CI/CD pipelines, ensuring continuous delivery of new insights, detection capabilities, and compliance improvements.
- Act as a thought leader within the company, exploring the latest advancements in LLM research and its application to data security and compliance.
- Mentor team members, fostering a culture of innovation and best practices in LLM development.
Minimum Qualifications:
- 10+ years in software engineering, with at least 5 years working with LLMs, ML or advanced NLP.
- Extensive hands-on experience training, fine-tuning, and optimizing LLMs, such as GPT, BERT or custom models, for applications.
- Proficiency in Python, ML frameworks, and familiarity with cloud environments (AWS, GCP, Azure).
- Strong experience in deploying and maintaining LLM models in production.
- Proficiency in advanced fine-tuning techniques, such as transfer learning, meta-learning, prompt engineering, and using domain-specific datasets for compliance-focused language models.
- Skilled in evaluating models for fairness, interpretability, and explainability, essential for regulatory compliance and ethical AI.
Salary Range:$180,000 - $250,000 per year.
Why Choose Us:
- Impactful Work: Contribute to developing innovative solutions that help enterprises manage data security and compliance more effectively.
- Growth Opportunities: Be part of a rapidly growing startup where your contributions will have a direct impact on the company's success.
- Collaborative Environment: Work alongside a talented team of engineers, product managers, and compliance experts who are passionate about what they do.
- Competitive Compensation: We offer a competitive salary and attractive equity options.
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