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Senior Analyst, Compute AI Modeling
TechInsightsSenior Analyst specializing in Compute AI modeling within TechInsights, a semiconductor market intelligence platform. Focus on modeling development and mentoring junior analysts.
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates deep technical and analytical expertise in semiconductor markets and data modeling, with proficiency in AI-enabled tools and sophisticated modeling techniques. Capable of mentoring junior analysts and effectively communicating complex technical concepts to diverse audiences.
Highest-signal resume keywords
Semiconductor Market ResearchData ModelingAI-Enabled ToolsSupply Chain AnalysisTechnical Communication
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data Modeling TechniquesAI Silicon AnalysisMarket ForecastingCost/Performance AnalysisTechnical Analysis
Soft Skills
Problem-SolvingMentoringCreativityIndependent JudgmentCommunication
Certifications & Qualifications
Bachelor's Degree in Electrical EngineeringBachelor's Degree in Computer EngineeringBachelor's Degree in Computer Science
Industry Keywords
Semiconductor Supply ChainFablessFoundryOEMHyperscaler
About the role
Key responsibilities & impact- Build, refine, and own technical quality of TechInsights' proprietary Compute AI model, synthesizing teardown, reverse-engineering, costing, and market intelligence data
- Maintain end-to-end market model for SoC processors and AI accelerators, covering market share, forecasts, bottom-up analysis by player/product, Silicon IP, design supply-chain, foundry/wafer demand, AI xPU performance, power demand, and token economics, extending into fabless, foundry, OEM, and hyperscaler segments
- Apply problem-solving and AI-enabled tools to accelerate modeling of AI silicon, packaging, and system-level cost/performance trends
- Document and evolve modeling methodology to scale across the Compute/AI practice
- Research, write, and publish senior-level technical analysis on the model's insights and supply chain implications
- Partner with other analysts across the Market Intelligence organization, serving as a technical resource and mentor (including for the team's AI Market Intelligence Analyst)
- Contribute to the team's Innovation & R&D agenda and represent modeling capability in internal forums and cross-functional planning
- Present model findings to clients and executives, translating complex output into clear narratives for non-technical audiences
- Support select high-value client engagements as a subject matter expert (routine inquiries/sales support owned by junior coverage)
Requirements
What you’ll need- 8+ years of experience in semiconductor market research, technology analysis, or related field, with demonstrated ownership of a product, model, or analytical framework over time
- Deep technical and analytical expertise in semiconductor markets and data modeling, including proficiency with sophisticated modeling techniques and AI-enabled tools
- Strong understanding of the semiconductor supply chain, including fabless, foundry, OEM, and hyperscaler segments
- Proven ability to solve complex, ambiguous problems with creativity, rigor, and independent judgment, using minimal guidance
- Experience mentoring junior analysts and acting as a technical go-to resource across teams
- Strong communication skills, with ability to translate complex technical concepts for both technical and executive audiences
- Bachelor's degree in Electrical Engineering, Computer Engineering, Computer Science, or related field
Benefits
Comp & perks- Company-sponsored training and development opportunities
- Comprehensive benefits package (health, dental, vision, wellness, RRSP/401K Matching, annual fitness reimbursement)
- Flexible vacation policy
- Trusted device reimbursement program
- Community involvement opportunities through charitable alliances: https://www.techinsights.com/community-involvement
- Wellness resources and support
- Inclusive environment that prioritizes diversity, equity, and accessibility
- High-growth company driven by high performance