drjobs Staff - Security Architecture

Staff - Security Architecture

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1 Vacancy
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Job Location drjobs

Chennai - India

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Were looking for a Jr AI Security Architect to join our growing Security Architecture team. This role will support the design implementation and protection of AI/ML systems models and datasets. The ideal candidate is passionate about the intersection of artificial intelligence and cybersecurity and eager to contribute to building securebydesign AI systems that protect users data and business integrity.

Key Responsibilities

Secure AI Model Development

Partner with AI/ML teams to embed security into the model development lifecycle including during data collection model training evaluation and deployment.

Contribute to threat modeling exercises for AI/ML pipelines to identify risks such as model poisoning data leakage or adversarial input attacks.

Support the evaluation and implementation of model explainability fairness and accountability techniques to address security and compliance concerns.

Develop and train internal models for security purposes

Model Training & Dataset Security

Help design controls to ensure the integrity and confidentiality of training datasets including the use of differential privacy data validation pipelines and access controls.

Assist in implementing secure storage and version control practices for datasets and model artifacts.

Evaluate training environments for exposure to risks such as unauthorized data access insecure thirdparty libraries or compromised containers.

AI Infrastructure Hardening

Work with infrastructure and MLOps teams to secure AI platforms (e.g. MLFlow Kubeflow SageMaker Vertex AI) including compute resources APIs CI/CD pipelines and model registries.

Contribute to security reviews of AIrelated deployments in cloud and onprem environments.

Assist in automating security checks in AI pipelines such as scanning for secrets validating container images and enforcing secure permissions.

Secure AI Integration in Products

Participate in the review and assessment of AI/ML models embedded into customerfacing products to ensure they comply with internal security and responsible AI guidelines.

Help develop misuse detection and monitoring strategies to identify model abuse (e.g. prompt injection data extraction hallucination exploitation).

Support product security teams in designing guardrails and sandboxing techniques for generative AI features (e.g. chatbots image generators copilots).

Knowledge Sharing & Enablement

Assist in creating internal training and security guidance for data scientists engineers and developers on secure AI practices.

Help maintain documentation runbooks and security checklists specific to AI/ML workloads.

Stay current on emerging AI security threats industry trends and tools; contribute to internal knowledge sharing.


Qualifications :

34 years of experience in LLM and 710 years of experience in cybersecurity machine learning or related fields.

Familiarity with ML frameworks (e.g. PyTorch TensorFlow) and MLOps tools (e.g. MLFlow Airflow Kubernetes).

Familiarity with AI models and Supplychain risks

Understanding of common AI/ML security threats and mitigations (e.g. model inversion adversarial examples data poisoning).

Experience working with cloud environments (AWS GCP Azure) and securing workloads.

Some knowledge of responsible AI principles privacypreserving ML or AI compliance frameworks is a plus.

Soft Skills

Strong communication skills to collaborate across engineering data science and product teams.

A continuous learning mindset and willingness to grow in both AI and security domains.

Problemsolving approach with a focus on practical scalable solutions.


Additional Information :

At Freshworks we are creating a global workplace that enables everyone to find their true potential purpose and passion irrespective of their background gender race sexual orientation religion and ethnicity. We are committed to providing equal opportunity for all and believe that diversity in the workplace creates a more vibrant richer work environment that advances the goals of our employees communities and the business.


Remote Work :

No


Employment Type :

Fulltime

Employment Type

Full-time

Company Industry

About Company

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