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AI/ML Application Security Analyst
3 months ago
Req ID: 294115
NTT DATA Services strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now.
We are currently seeking a AI/ML Application Security Analyst to join our team in Hyderabad, Telangana (IN-TG), India (IN).
Key Responsibilities:
- Conduct security assessments and audits of AI/ML applications, including LLMs, to identify vulnerabilities and risks.
- Develop and implement security measures and protocols tailored for AI/ML systems and LLMs, including secure coding practices, data protection, and model integrity.
- Monitor AI/ML applications for security breaches, perform incident response, and implement remediation strategies.
- Collaborate with data scientists, machine learning engineers, and IT teams to integrate security into the AI/ML development and deployment lifecycle (MLSecOps).
- Stay abreast of the latest security threats, vulnerabilities, and advancements in AI/ML security, with a focus on LLMs.
- Create and maintain comprehensive documentation for security policies, procedures, and incident reports.
- Provide security training and awareness programs for AI/ML development teams to promote best practices.
- Evaluate third-party AI/ML solutions and services for security compliance and risk management.
- Implement adversarial testing and robustness evaluation to defend against attacks on AI/ML models, particularly LLMs.
Required Qualifications:
- Bachelor’s degree in computer science, Information Security, Data Science, or a related field.
- Proven experience in application security with a focus on AI/ML systems, MLSecOps practices, and large language models.
- In-depth knowledge of AI/ML frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn) and LLM platforms.
- Familiarity with secure coding practices, vulnerability management, and threat modeling.
- Strong understanding of data protection and privacy regulations (e.g., GDPR, CCPA).
- Hands-on experience with security tools and technologies (e.g., SIEM, IDS/IPS, encryption, authentication mechanisms).
Preferred Qualifications:
- Master’s degree in a relevant field.
- Industry certifications such as CISSP, CEH, OSCP, or specific AI/ML certifications.
- Experience with cloud security, particularly in AWS, Azure, or Google Cloud environments.
- Knowledge of adversarial machine learning, model robustness, and techniques to defend against such threats.
- Familiarity with MLOps practices and secure deployment methods for AI/ML models.
- Experience with containerization and orchestration technologies (e.g., Docker, Kubernetes).
- Specific experience with securing LLMs and understanding of their unique security challenges.
About NTT DATA
NTT DATA is a $30+ billion trusted global innovator of business and technology services. We serve 75% of the Fortune Global 100 and are committed to helping clients innovate, optimize and transform for long-term success. As a Global Top Employer, we have diverse experts in more than 50 countries and a robust partner ecosystem of established and start-up companies. Our services include business and technology consulting, data and artificial intelligence, industry solutions, as well as the development, implementation and management of applications, infrastructure and connectivity. We are also one of the leading providers of digital and AI infrastructure in the world. NTT DATA is part of NTT Group, which invests over $3.6 billion each year in R&D to help organizations and society move confidently and sustainably into the digital future. Visit us at us.nttdata.com.