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Yochana Linkedin · Posted 1mo ago

Business Analyst (AI Enablement & Data Platform Services)

California, United States

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Indexed description

Position: Business Analyst (AI Enablement & Data Platform Services)

Location: Torrance, CA(On site)

Duration: 12 Months 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.


Key Accountabilities:

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


AI Enablement Strategy & Governance (20%)

  • 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


Executive Presentations & Strategy (20%)

  • 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


AI Hub Collaboration & Intake (15%)

  • 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)


DPS Cross-Project Support (10%)

  • 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)


Minimum Experience:

  • 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


Technical Skills:

  • 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


If interested, Please share your updated resume and let me know your best time to discuss further.


Thanks & Regards,

Karunakar Aakiti

Resource Specialist

[email protected]

Yochana Solutions INC.

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