Overview#

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:

json

{
  "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:

json

{
  "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):

FieldTypeRequiredDescriptionsessionIdstringYesUnique identifier for the guidance sessionuserIdinteger or nullNoUser identifier for tracking and personalizationtimestampstringYesISO 8601 timestamp of the requestassessmentDataobjectYesComprehensive assessment data containing background, skills, goals, and preferencesassessmentData.sessionIdstringYesSession ID matching parent sessionIdassessmentData.timestampstringYesISO 8601 timestamp of assessmentassessmentData.backgroundobjectNoProfessional background information (education, experience, industry)assessmentData.skillsobjectNoTechnical and soft skills inventory with proficiency levelsassessmentData.goalsobjectNoShort-term and long-term career objectivesassessmentData.preferencesobjectNoWork environment, industry, and compensation preferences

Responses:

StatusContent-TypeDescription200application/jsonSuccessful generation of personalized career guidance422application/jsonValidation error - missing or invalid required fields

Pricing#

PlanCalls/DayCalls/MonthPriceFree550FreeDeveloper20500$39/moProfessional2005,000$99/moEnterprise100,0001,000,000$299/mo

About#

ToolWeb.in - 200+ security APIs, CISSP & CISM, platforms: Pay-per-run, API Gateway, MCP Server, OpenClaw, RapidAPI, YouTube.

• toolweb.in
• portal.toolweb.in
• hub.toolweb.in
• toolweb.in/openclaw/
• rapidapi.com/user/mkrishna477
• youtube.com/@toolweb-009

References#

• Kong Route: https://api.mkkpro.com/career/elevate-your-profile-at-work
• API Docs: https://api.mkkpro.com:8083/docs