Reframe Your Skills for Tech Roles Without Starting Over

Mid-career professionals translate 10+ years of expertise into PM, Data, or UX roles. Land interviews by repositioning proven impact.

You have 10+ years of rigorous, high-impact work. You've managed budgets, optimized processes, analyzed data, or solved complex problems. But when you open LinkedIn to apply for a PM, Data Analyst, or UX role, you freeze. Your resume still reads like an operations manager or finance analyst—and you worry hiring managers will dismiss you as "not tech enough." The real problem isn't your skills. It's that you're speaking the wrong dialect. An operations director who says "I managed daily standups with 8 stakeholders and cut turnaround time by 35%" doesn't realize she just described core product-manager work. A tax accountant who talks about "scope creep and risk mitigation" doesn't see that's exactly how product strategists think. This pack gives you the exact prompts to translate your industry language into tech equivalents: Operations becomes Product Management. Finance becomes Data Analytics. Law becomes Product Strategy. Healthcare becomes UX Design. For each variant, you'll reframe your resume, practice your interview story, map your domain's metrics to tech metrics, and position any side projects or certs with confidence. No career restart. Just clarity.

Who this is for

Mid-career ops, finance, legal, or healthcare professionals with proven track records who are frustrated by how to articulate transferable value to tech hiring managers.

Who this is NOT for

Not for people new to the workforce, coding bootcamp grads, or career changers who don't have deep domain expertise to draw from. Not a general job-search template or resume builder.

96 copy-paste prompts across 4 variants.

How to Use: Tech Transition Pack: Reframe Your Skills for Product/Data/Design

> Your first useful result in under 5 minutes. This guide shows you exactly what you got, how the prompts work, and how to run them in ChatGPT or Claude.

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What's in This Bundle

| File | What It Is | When to Use It | |---|---|---| | all-prompts.md | Every prompt in one readable document | Browse, search, or print — start here | | operations-to-product-manager.json | Operations to Product Manager (24 prompts) | Variant-specific prompt set; use for that exact context | | finance-analyst-to-data-analyst.json | Finance/Analyst to Data Analyst (24 prompts) | Variant-specific prompt set; use for that exact context | | lawyer-legal-to-product-strategy.json | Lawyer/Legal to Product Strategy (24 prompts) | Variant-specific prompt set; use for that exact context | | healthcare-clinical-to-ux-design.json | Healthcare/Clinical to UX Design (24 prompts) | Variant-specific prompt set; use for that exact context | | cover.png | Product thumbnail | Ignore this one — it's for the store listing |

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Quick Start (3 Steps)

Step 1 — Open all-prompts.md

Open this file in any text editor, Notion, Obsidian, or even a browser. It's plain text — no special software needed.

Scan the section headings to find the category that matches your situation right now.

> Tip: Use Ctrl+F (or Cmd+F on Mac) to search for a keyword to jump straight to relevant prompts.

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Step 2 — Pick a Prompt and Fill in the Variables

Every prompt contains one or more {{VARIABLE}} placeholders — these are instructions to you, not to the AI.

Replace each {{VARIABLE}} with your real information before pasting.

Example — before: ``` Analyze the following system: {{ARCHITECTUREDESCRIPTION}} within {{BUSINESSCONTEXT}}. ```

Example — after (paste this to the AI): ``` Analyze the following system: We have a REST API on Node/Express serving a web dashboard and a mobile app. We return 80+ fields per product even though mobile only uses 6. Within the context of a Series A SaaS with 12 enterprise customers, $180k ARR. ```

How detailed should my variables be? 2–5 sentences or a short bullet list is enough Real and specific beats long and vague A rough draft is better than waiting for perfect

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Step 3 — Paste into ChatGPT or Claude and Run

Recommended AI tools (in order of quality for these prompts): Claude Sonnet / Claude Opus (claude.ai) — best analytical depth ChatGPT GPT-4o (chat.openai.com) — great alternative ChatGPT GPT-4o mini — works for quick exploration; less depth

Free tier works. Paid tier gives better and longer responses.

Paste the entire filled-in prompt — do not summarize or shorten it. After the first response, follow up with questions like: "Focus on point 3 — give me a concrete example" "Rewrite this as a one-page memo for a non-technical stakeholder"

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Common Questions

Q: Do I need to use every prompt? No. Think of this pack like a reference manual — use what fits your situation. Most buyers find 3–5 prompts they return to repeatedly.

Q: The AI gave me a vague answer. What do I do? Add more specifics to your variable text. One extra paragraph of context typically produces a dramatically better result.

Q: Can I share these prompts with my team? Your license covers personal and internal team use within one organization. You may not resell or republish the prompts publicly.

Q: Can I use these in other AI tools (Gemini, Perplexity, Copilot)? Yes. The prompts are plain text and work in any LLM chat interface.

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One-Line Cheat Sheet

> Open all-prompts.md → find a prompt → replace {{VARIABLE}} with your real situation → paste into Claude or ChatGPT → follow up.

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Questions? Email: shaattrading@gmail.com