Key Responsibilities

1. Data Discovery and Scanning

- Onboard and configure structured SQL Server databases and unstructured data repositories in OneTrust Data Discovery.
- Configure worker nodes, credentials, scan profiles, and classification profiles.
- Design and execute Catalog and Data scans using approved inclusion and exclusion rules.
- Plan pilot scans and wave-based scanning activities.
- Monitor worker-node health, scan throughput, failures, and SQL Server performance.
- Troubleshoot connectivity, authentication, permission, and scan-job issues with DBA, network, and infrastructure teams.

2. Data Classification and Tuning

- Identify and configure suitable system classifiers and classification profiles based on the client's sensitive-data taxonomy.
- Design, configure, and test custom classifiers for organization-specific identifiers.
- Analyze false positives and false negatives and improve classification accuracy.
- Fine-tune regex patterns, dictionaries, column context, and confidence thresholds.
- Perform regression testing before promoting classifier changes.
- Manage targeted rescans following approved changes.

3. Findings Analysis and Curation

- Analyze and summarize scan findings by database, table, column, classifier, and risk.
- Conduct curation sessions with data owners and data stewards.
- Review and approve or reject findings and recommended data terms.
- Maintain curation evidence and update Data Map assets and inventories.
- Prepare operational and executive reports covering scan coverage, findings, classifier quality, and project progress.

4. Credential Integration and Automation

- Coordinate with CyberArk teams to onboard source credentials into CyberArk Conjur.
- Configure OneTrust worker-node integration with Conjur.
- Create OneTrust credential references manually or through APIs.




- Develop and maintain Python scripts for bulk credential and data-source onboarding using OneTrust APIs.
- Implement validation, reconciliation, and error handling.
- Ensure automation scripts never handle or expose secret values.

5. Governance and Delivery

- Follow change-management, security, and data-protection controls.
- Maintain runbooks, RAID logs, test evidence, and handover documentation.
- Support recurring scans, findings curation, classifier maintenance, and incident resolution.
- Explore AI-assisted automation for findings curation and classification-gap detection under human oversight.
- Coordinate with privacy, security, DBA, and data governance stakeholders.

Required Skills

Primary Skills:

- OneTrust Data Discovery
- OneTrust Data Mapping and Discovery Review
- Data Classification and Custom Classifier Configuration

Secondary Skills:

- Microsoft SQL Server
- Structured and unstructured data discovery
- Regex, dictionaries, and column matching
- False-positive and false-negative analysis
- CyberArk Conjur or enterprise secret vaults
- OneTrust REST APIs
- Python scripting and automation
- Data privacy and governance
- GDPR, PIPEDA, and Quebec Law 25
- Stakeholder management and audit documentation

Required Experience

- 4+ years of hands-on experience with OneTrust Data Discovery.
- Experience configuring worker nodes, data sources, credentials, scan profiles, and classification profiles.
- Experience with Discovery Review and Data Mapping.
- Proven experience scanning structured databases,



preferably Microsoft SQL Server, and unstructured repositories.
- Strong understanding of data classification and custom classifier design.
- Working knowledge of CyberArk Conjur or similar enterprise secret vaults.
- Experience with OneTrust REST APIs and Python scripting.
- Good knowledge of SQL Server schemas, permissions, least-privilege access, and performance considerations.
- Understanding of privacy regulations, particularly PIPEDA, Quebec Law 25, and GDPR principles.
- Experience conducting review and curation workshops with business and technical teams.
- Experience in regulated industries such as banking, financial services, or insurance is preferred.

Preferred Qualifications

- OneTrust certifications in Data Discovery, Data Mapping Automation, Privacy Rights Automation, or AI Governance.
- Exposure to BigID, Microsoft Purview, or Varonis.
- Familiarity with financial-sector expectations such as OSFI B-10, B-13, E-21, and E-23.
- Exposure to AI/GenAI automation, RAG, Power Automate, or Copilot Studio.
- Experience with ServiceNow, Jira, and Agile delivery.

Soft Skills

- Robust analytical and problem-solving abilities.
- Attention to detail and evidence-based working approach.
- Ability to explain technical findings in business and privacy terms.
- Strong ownership and documentation skills.
- Effective communication with North American stakeholders.
- Ability to work across time zones.

Education

Bachelor's degree in Computer Science, Information Technology, Information Security, or a related field.

Pay: ₹2,400,000.00 - ₹2,880,000.00 per year

Application Question(s):

- By applying, you agree that your resume and personal details may be stored securely for up to 2 years for recruitment purposes.

Work Location: Hybrid remote in Bangalore City, Bengaluru, Karnataka

📌 OneTrust Data Discovery Specialist / Lead (Bengaluru)
🏢 Ananta Services
📍 Bengaluru