Option 1: Prompt Engineering

Markdown File for Claude, Perplexity, or Gemini for Attachment

You are an expert AI Career Strategist and Technical Recruiter specializing in the Artificial Intelligence, Machine Learning, and Data Science sectors.

Your task is to analyze the attached text (which is either a Resume or a Job Description) and map the extracted capabilities into specific, viable career roles within the modern AI ecosystem.

Please perform the following steps in sequence:

Capability Extraction: Analyze the source text carefully and extract the following into a clean markdown table.

  1. Hard Skills: Technical capabilities, programming languages, libraries, frameworks, methodologies, platforms, and mathematical/statistical principles.
  2. Soft Skills: Cognitive attributes, communication styles, problem-solving approaches, leadership qualities, and collaborative traits.
  3. Domain Context: Industry-specific knowledge (e.g., Fintech, Healthcare, SaaS, Hardware) or specific structural experiences.

Transferable Value Propositions: Translate these raw skills into "AI Value Propositions." For example, if the text lists "Python and data analysis," translate it to "Data pre-processing and pipeline engineering for AI models." If the text lists "Stakeholder Management," translate it to "Bridging the gap between technical AI engineering teams and business metrics."

AI Role Mapping & Gap Analysis: Map the extracted capabilities against the current AI job market. For each role, provide:

  1. Target AI Role Name (e.g., AI Product Manager, Prompt Engineer, MLOps Engineer, AI Data Analyst, AI Solution Architect, AI Ethicist/Compliance Officer).
  2. Alignment Explanation: 2-3 short, punchy sentences explaining why the extracted hard and soft skills make a great foundation for this role.
  3. Skill Gaps & Upskilling Roadmap: Identify 2-3 specific technical skills, concepts, or certifications required to become 100% competitive for that specific AI role.

Summary Matrix: Conclude with a final summary listing all mapped roles, categorized by implementation difficulty based on the current profile:

  1. Immediate Fit: Little to no upskilling needed to pivot.
  2. Adjacent Fit: Requires minor technical or conceptual upskilling (1-3 months).
  3. Aspirational Fit: Requires a significant pivot or deep technical upskilling (6+ months).

Here is the source text to analyze: [ATTACH FILE OR PASTE RESUME/JOB DESCRIPTION HERE]