Liya Engine

Career Assessment

Assess a candidate's career readiness, trajectory, and market positioning based on their profile.

POST /v1/hiring/career-assessment

Evaluates career readiness across profile completeness, skill relevance, experience depth, and market demand. Returns a readiness score, trajectory analysis, and recommended next steps.


Required inputs

FieldTypeNotes
input.user_idstringYour platform's user ID
input.profileProfileInputStructured professional profile

Optional inputs

FieldTypeNotes
input.resumeResumeInputResume text to supplement profile data
input.career_goalsCareerGoalsInputAligns assessment to stated career direction

Example request

curl -X POST https://api.liyaengine.ai/v1/hiring/career-assessment \
  -H "x-api-key: $LIYA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "input": {
      "user_id": "usr_123",
      "profile": {
        "title": "Mid-level Product Manager",
        "years_of_experience": 4,
        "experience_level": "mid",
        "skills": ["product roadmap", "Jira", "user research", "SQL"],
        "work_experiences": [ ... ],
        "educations": [ ... ]
      },
      "career_goals": {
        "target_role": "Senior Product Manager",
        "timeline": "6_months"
      }
    }
  }'

Response

{
  "success": true,
  "data": {
    "output": {
      "readiness_score": 71,
      "profile_completeness_score": 85,
      "skill_relevance_score": 68,
      "experience_depth_score": 73,
      "market_demand_score": 80,
      "presentation_score": 64,
      "confidence": { "score": 0.86, "level": "high" },
      "trajectory": "On track for senior IC role within 6–12 months with targeted skill development",
      "strengths": [
        "Strong stakeholder management experience",
        "SQL proficiency differentiates from typical PMs"
      ],
      "development_areas": [
        "Limited evidence of driving 0-to-1 product launches",
        "No public-facing portfolio or case studies"
      ],
      "recommended_actions": [
        "Document a product case study with outcome metrics",
        "Build data analysis skills beyond SQL (Python/analytics tools)"
      ],
      "actions": [
        { "id": "career_path_planning", "label": "See career path", "primary": true },
        { "id": "skill_gap_analysis", "label": "View skill gaps", "primary": false }
      ]
    }
  }
}

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