AI Data Governance Specialist
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Role details
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Job description
We are seeking an experienced AI Data Governance Specialist to lead governance initiatives for AI/ML data across enterprise-scale platforms. This role will focus on ensuring data quality, compliance, lineage, and ethical AI practices while supporting scalable machine learning operations in a retail environment., * Develop and enforce AI data governance frameworks, policies, and standards.
- Oversee data lifecycle management including ingestion, labeling, feature engineering, and model training datasets.
- Ensure data quality, integrity, and lineage across AI/ML pipelines.
- Conduct bias detection, fairness assessments, and compliance reviews for AI models.
- Collaborate with data engineering, data science, and business teams to align governance practices.
- Implement and manage governance workflows using enterprise data catalog tools.
- Drive adoption of governance best practices across cross-functional teams.
- Support regulatory compliance initiatives (GDPR, CCPA, Responsible AI).
Requirements
- 10-15 years of experience in data governance, data stewardship, or related fields.
- 3-5 years of experience specifically in AI/ML data governance.
- Experience working in large, enterprise-scale environments.
- Prior experience in the retail domain is required.
Technical Skills:
- Strong understanding of AI/ML data pipelines (ingestion, labeling, feature engineering, model training).
- Experience with MLOps platforms such as MLflow, Azure ML, SageMaker, or Databricks.
- Proficiency with data governance/catalog tools (Collibra, Atlan, Alation, Informatica).
- Working knowledge of SQL and basic Python.
- Familiarity with cloud data platforms (Snowflake, Databricks, BigQuery, Redshift).
- Understanding of feature stores, model registries, and data versioning.
Governance & Compliance:
- Expertise in developing and implementing AI data governance policies.
- Knowledge of GDPR, CCPA, and Responsible AI frameworks.
- Experience with bias detection, data validation, and lineage tracking.
Business & Leadership Skills:
- Strong analytical and problem-solving abilities.
- Ability to translate technical insights into actionable business recommendations.
- Excellent communication skills with both technical and executive stakeholders.
- Proven experience leading cross-functional governance initiatives.
- Experience driving process improvements and governance adoption.
Soft Skills:
- Detail-oriented with strong organizational skills.
- Effective stakeholder management and relationship-building abilities.
- Self-driven, adaptable, and comfortable in fast-paced AI environments.
- Ability to manage multiple priorities simultaneously.
About the company
Ampcus Inc. is a certified global provider of a broad range of Technology and Business consulting services. We are in search of a highly motivated candidate to join our talented Team. Job Title: AI Data Governance Specialist
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