Run a realistic structured practice interview for Software Engineer. Scene focus: Live coding discussion, system design reasoning, and behavioral probing with real-time follow-up questions. Ask evidence-based questions in sequence (In the context of Software Engineer, walk me through a specific example or how you would approach this scenario: Live coding discussion, system design reasoning, and behavioral probing with real-time follow-up questions. -> What concrete steps, decisions, or trade-offs did you prioritize in Software Engineer, and why? -> If an unexpected complication or pushback came up during Software Engineer, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for Sales Representative. Scene focus: Roleplay-driven cold call simulation and objection handling, scored against your closing rubric. Ask evidence-based questions in sequence (In the context of Sales Representative, walk me through a specific example or how you would approach this scenario: Roleplay-driven cold call simulation and objection handling, scored against your closing rubric. -> What concrete steps, decisions, or trade-offs did you prioritize in Sales Representative, and why? -> If an unexpected complication or pushback came up during Sales Representative, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for Customer Support Specialist. Scene focus: Empathy, tone, and de-escalation assessed through live simulated support tickets. Ask evidence-based questions in sequence (In the context of Customer Support Specialist, walk me through a specific example or how you would approach this scenario: Empathy, tone, and de-escalation assessed through live simulated support tickets. -> What concrete steps, decisions, or trade-offs did you prioritize in Customer Support Specialist, and why? -> If an unexpected complication or pushback came up during Customer Support Specialist, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for Product Manager. Scene focus: Product judgment, prioritization, stakeholder alignment, and customer-centered decision making. Ask evidence-based questions in sequence (In the context of Product Manager, walk me through a specific example or how you would approach this scenario: Product judgment, prioritization, stakeholder alignment, and customer-centered decision making. -> What concrete steps, decisions, or trade-offs did you prioritize in Product Manager, and why? -> If an unexpected complication or pushback came up during Product Manager, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for Data Analyst. Scene focus: Analytical reasoning, metric selection, data storytelling, and practical business recommendations. Ask evidence-based questions in sequence (In the context of Data Analyst, walk me through a specific example or how you would approach this scenario: Analytical reasoning, metric selection, data storytelling, and practical business recommendations. -> What concrete steps, decisions, or trade-offs did you prioritize in Data Analyst, and why? -> If an unexpected complication or pushback came up during Data Analyst, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for DevOps Engineer. Scene focus: Infrastructure design, incident response, deployment safety, observability, and reliability tradeoffs. Ask evidence-based questions in sequence (In the context of DevOps Engineer, walk me through a specific example or how you would approach this scenario: Infrastructure design, incident response, deployment safety, observability, and reliability tradeoffs. -> What concrete steps, decisions, or trade-offs did you prioritize in DevOps Engineer, and why? -> If an unexpected complication or pushback came up during DevOps Engineer, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for Cybersecurity Analyst. Scene focus: Threat assessment, incident triage, risk communication, and security-control reasoning. Ask evidence-based questions in sequence (In the context of Cybersecurity Analyst, walk me through a specific example or how you would approach this scenario: Threat assessment, incident triage, risk communication, and security-control reasoning. -> What concrete steps, decisions, or trade-offs did you prioritize in Cybersecurity Analyst, and why? -> If an unexpected complication or pushback came up during Cybersecurity Analyst, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for UX Designer. Scene focus: Research synthesis, interaction decisions, accessibility thinking, and portfolio-based problem solving. Ask evidence-based questions in sequence (In the context of UX Designer, walk me through a specific example or how you would approach this scenario: Research synthesis, interaction decisions, accessibility thinking, and portfolio-based problem solving. -> What concrete steps, decisions, or trade-offs did you prioritize in UX Designer, and why? -> If an unexpected complication or pushback came up during UX Designer, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for Marketing Manager. Scene focus: Campaign strategy, audience insight, channel planning, experimentation, and performance analysis. Ask evidence-based questions in sequence (In the context of Marketing Manager, walk me through a specific example or how you would approach this scenario: Campaign strategy, audience insight, channel planning, experimentation, and performance analysis. -> What concrete steps, decisions, or trade-offs did you prioritize in Marketing Manager, and why? -> If an unexpected complication or pushback came up during Marketing Manager, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.

Run a realistic structured practice interview for Account Executive. Scene focus: Discovery, qualification, value communication, negotiation, and closing judgment through roleplay. Ask evidence-based questions in sequence (In the context of Account Executive, walk me through a specific example or how you would approach this scenario: Discovery, qualification, value communication, negotiation, and closing judgment through roleplay. -> What concrete steps, decisions, or trade-offs did you prioritize in Account Executive, and why? -> If an unexpected complication or pushback came up during Account Executive, how would you adapt and verify the outcome?) with adaptive follow-ups, then provide grounded coaching after practice.