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版本
Initial release of Career Guidance Tool — an AI-powered platform for personalized career development insights. - Generates tailored career recommendations based on user assessments (background, skills, goals, preferences) - Provides actionable suggestions, career pathways, skill gap analysis, and resource recommendations - Supports session-based tracking and audit trails - REST API with endpoints for health check and career guidance generation - Flexible pricing plans, from Free to Enterprise level
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技能文档
The Career Guidance Tool is an intelligent, AI-powered platform designed to provide personalized career guidance to professionals at any stage of their career journey. By analyzing comprehensive assessment data including background, skills, career goals, and professional preferences, the tool delivers actionable insights and strategic recommendations tailored to each user's unique situation.
This platform is ideal for career changers, professionals seeking advancement, individuals exploring new industries, and organizations looking to support employee development. The tool integrates seamlessly into career development programs, HR platforms, and personal career planning applications, enabling data-driven decision-making for career progression.
Key capabilities include personalized guidance generation, session-based tracking, multi-dimensional assessment analysis, and timestamp-based audit trails for compliance and record-keeping.
# Usage
Example Request:
{
"sessionId": "sess_abc123def456",
"userId": 12345,
"timestamp": "2024-01-15T10:30:00Z",
"assessmentData": {
"sessionId": "sess_abc123def456",
"timestamp": "2024-01-15T10:30:00Z",
"background": {
"currentRole": "Senior Software Engineer",
"yearsExperience": 8,
"industry": "FinTech",
"education": "Bachelor's in Computer Science"
},
"skills": {
"technical": ["Python", "Java", "AWS", "Kubernetes"],
"soft": ["Leadership", "Communication", "Project Management"],
"proficiencyLevel": "Advanced"
},
"goals": {
"shortTerm": "Move into engineering leadership",
"longTerm": "Become CTO or VP Engineering",
"timeline": "2-3 years"
},
"preferences": {
"workEnvironment": "Remote-flexible",
"companySize": "Startup to Mid-size",
"industryPreference": "Technology",
"compensationExpectation": "$180K-$250K"
}
}
}
Example Response:
{
"status": "success",
"guidance": {
"summary": "Your profile indicates strong potential for an engineering leadership transition within 18-24 months.",
"recommendations": [
"Pursue formal leadership certification or MBA to formalize management credentials",
"Seek opportunities to lead cross-functional teams on strategic projects",
"Build mentorship skills by guiding junior engineers and interns",
"Expand domain expertise in system architecture and technical strategy"
],
"careerPathways": [
{
"path": "Engineering Manager",
"probability": "85%",
"timeline": "12-18 months",
"requiredSkills": ["Team Management", "Budgeting", "Strategic Planning"]
},
{
"path": "Staff Engineer / Principal Engineer",
"probability": "75%",
"timeline": "18-24 months",
"requiredSkills": ["System Design", "Architecture", "Technical Strategy"]
}
],
"skillGaps": [
"Advanced people management",
"Financial acumen for tech budgets",
"Executive communication"
],
"resourceRecommendations": [
"Online course: Leadership Essentials for Technical Leaders",
"Book: The Manager's Path by Camille Fournier",
"Networking: Join engineering leadership communities"
]
},
"sessionId": "sess_abc123def456",
"generatedAt": "2024-01-15T10:31:45Z"
}
# Endpoints
GET /
Summary: Root
Description: Root endpoint
Parameters: None
Response: JSON object (empty schema)
GET /health
Summary: Health Check
Description: Health check endpoint for monitoring service availability
Parameters: None
Response: JSON object (empty schema)
POST /api/career/guidance
Summary: Generate Guidance
Description: Generate personalized career guidance based on comprehensive assessment data
Request Body (application/json):
| Field | Type | Required | Description |
|---|---|---|---|
sessionId | string | Yes | Unique identifier for the guidance session |
userId | integer or null | No | User identifier for tracking and personalization |
timestamp | string | Yes | ISO 8601 timestamp of the request |
assessmentData | object | Yes | Comprehensive assessment data containing background, skills, goals, and preferences |
assessmentData.sessionId | string | Yes | Session ID matching parent sessionId |
assessmentData.timestamp | string | Yes | ISO 8601 timestamp of assessment |
assessmentData.background | object | No | Professional background information (education, experience, industry) |
assessmentData.skills | object | No | Technical and soft skills inventory with proficiency levels |
assessmentData.goals | object | No | Short-term and long-term career objectives |
assessmentData.preferences | object | No | Work environment, industry, and compensation preferences |
| Status | Content-Type | Description |
|---|---|---|
| 200 | application/json | Successful generation of personalized career guidance |
| 422 | application/json | Validation error - missing or invalid required fields |
| Plan | Calls/Day | Calls/Month | Price |
|---|---|---|---|
| Free | 5 | 50 | Free |
| Developer | 20 | 500 | $39/mo |
| Professional | 200 | 5,000 | $99/mo |
| Enterprise | 100,000 | 1,000,000 | $299/mo |
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# References
- Kong Route: https://api.mkkpro.com/career/elevate-your-profile-at-work
- API Docs: https://api.mkkpro.com:8083/docs
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