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Senior AI Product Manager
FormativGroup. Research emerging technologies and market trends across agentic AI, generative AI, large language models, OCR, multimodal AI, document extraction, and retrieval .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in AI product management with a focus on generative AI, large language models, and document intelligence. Capable of defining product strategies, evaluating AI technologies, and collaborating with technical teams to deliver actionable insights and recommendations.
Highest-signal resume keywords
AI Product ManagementGenerative AILarge Language ModelsDocument IntelligenceTechnical Product Requirements
ATS Keywords
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Hard Skills
AI Product StrategyEvaluation Criteria DefinitionProofs of ConceptTechnical Risk AssessmentDocument ExtractionRetrieval-Augmented GenerationAnalytical SkillsEngineering-Led ExperimentsIntegration DependenciesPerformance Metrics
Soft Skills
Executive CommunicationDocumentation SkillsDecision-MakingCollaborationBuilding Confidence
Tools & Technologies
AI ModelsThird-Party ToolsOpen-Source OptionsScalable Production SystemsData Privacy Tools
Industry Keywords
Agentic AIMultimodal AIHuman-in-the-Loop WorkflowsEnterprise SecurityResponsible AI
About the role
Key responsibilities & impact- Research emerging technologies and market trends across agentic AI, generative AI, large language models, OCR, multimodal AI, document extraction, and retrieval
- Define AI product strategy, capabilities, requirements, and roadmaps, including Document Intelligence use cases
- Assess AI models, platforms, third-party tools, and open-source options, including build-versus-buy tradeoffs
- Define evaluation criteria for accuracy, performance, scalability, reliability, latency, and cost
- Work with technical teams to scope proofs of concept, review benchmarks, and inform product decisions
- Identify integration dependencies, technical risks, and production-readiness considerations
- Present findings, documentation, and recommendations to senior stakeholders
- Establish priority AI use cases, product requirements, decision criteria, and practical roadmaps
- Align engineering and technical partners on proofs of concept, evaluation metrics, and benchmark findings
- Deliver prioritized product recommendations accounting for feasibility, quality, performance, cost, and risk
- Build confidence with technical teams and leadership through clear, actionable decision-making
Requirements
What you’ll need- 5+ years of experience in AI product management or technical product management
- Demonstrated ownership of technical product requirements, priorities, and roadmaps
- Strong working knowledge of generative AI, agentic AI, large language models (LLMs), multimodal models, OCR, document extraction, and retrieval-augmented generation (RAG)
- Understanding of AI agents, tool calling, orchestration, reasoning, and human-in-the-loop workflows
- Experience defining evaluation needs and using engineering-led experiments or proof-of-concept results to guide product decisions
- Experience partnering with engineering, architecture, security, and data science teams
- Strong analytical, documentation, and executive communication skills
- Understanding of enterprise security, data privacy, responsible AI, governance, and scalable production systems
- Applicants must be authorized to work for any employer in the United States
- Applicants must not require employment visa sponsorship now or in the future
Benefits
Comp & perks- Discretionary bonuses, commissions, or other incentive programs
- Comprehensive benefits package
- Medical insurance
- Dental insurance
- Vision insurance
- 401(k)
- Paid time off
- Reasonable accommodations for individuals with disabilities