Business Analyst
VDart Inc
Position: Business Analyst (AI Enablement & Data Platform Services)
Location: Torrance, CA / HYBRID-4 days a week
Contract Job Purpose
1. AI Ready Data Requirements & Documentation (35%)
Location: Torrance, CA / HYBRID-4 days a week
Contract Job Purpose
- Serve as the lead Business Analyst for the AI Ready Data initiative and AI Enablement projects under the G4-2-4 policy-"Effective Data Provisioning for Expanded AI Application."
- Responsible for gathering requirements across Proving Ground, Data Governance & Stewardship, and Data Quality & Observability.
- Translate business needs into AI-ready specifications and deliver executive presentations, business cases, and strategic documentation to accelerate AI transformation.
- Collaborate with AI Hub, DSG, and stakeholders to ensure data readiness, governance alignment, and scalable AI adoption.
1. AI Ready Data Requirements & Documentation (35%)
- Lead requirements gathering across:
- Proving Ground: AWS sandbox, data onboarding, synthetic data, cost models, IAM/S3 integration
- Data Governance: classification, policies, privacy/risk checklists, stewardship roles
- Data Quality: profiling, completeness scoring, validation, observability, drift detection
- Write user stories, acceptance criteria (Jira/Confluence, SAFe®)
- Define PoC exit criteria, readiness checklists, and value validation frameworks
- Support 6-step AI readiness framework (objectives → culture)
- Document AI operations readiness: A-DASH standardization, storage policies, process improvements
- Define data requirements for AI-friendly formats, workflows, and automation
- Support Palantir Foundry evaluation: ontology, lineage, integrations
- Develop governance artifacts: responsible AI, model ownership, bias, explainability, compliance
- Create presentations for leadership, QBRs, and evaluations
- Build business cases and ROI models (including $3M AI budget)
- Develop AI readiness reports, maturity scorecards, and dashboards
- Produce operating models, RACI, process flows, and policy updates
- Maintain RAID logs and weekly status reporting
- Act as liaison to AI Hub and manage use-case intake
- Define intake requirements: governance checks, steward validation
- Document data onboarding for AI (catalog, metadata, marketplace)
- Support vendor POCs and track AI pipeline (10 → 50 themes growth target)
- Support BI and data initiatives (Qlik, Power BI, Informatica, DataPower)
- Assist in observability tool evaluation (Datadog, IBM watsonx)
- Contribute to global alignment (Japan/NA operations, policy updates)
- 5+ years in Business Analysis (IT/data/analytics)
- 2+ years in AI/ML project requirements
- Experience with AWS data platforms (S3, Redshift, Glue, Athena, SageMaker)
- Strong background in business cases, ROI, and executive reporting
- Agile/SAFe® experience with Jira/Confluence
- PowerPoint, Excel, Word, Visio
- SQL, data catalog & metadata tools
- Data governance, lineage, quality, observability
- BI tools: Power BI, Qlik, Tableau
- AI/ML concepts: lifecycle, feature engineering, synthetic data, ontology, responsible AI
Vacancy posted 3 days ago
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