{
  "Software Engineer": {
    "required": ["Python", "Data Structures", "Algorithms", "Git", "SQL"],
    "preferred": ["Java", "System Design", "Docker", "REST API", "Linux"],
    "bonus": ["Kubernetes", "AWS", "CI/CD", "Microservices"]
  },
  "Frontend Developer": {
    "required": ["HTML", "CSS", "JavaScript", "React", "Git"],
    "preferred": ["TypeScript", "Redux", "Webpack", "Jest", "Figma"],
    "bonus": ["Next.js", "GraphQL", "Docker", "Tailwind"]
  },
  "Backend Developer": {
    "required": ["Node.js", "Python", "SQL", "REST API", "Git"],
    "preferred": ["Docker", "PostgreSQL", "MongoDB", "Redis", "Express"],
    "bonus": ["Kubernetes", "AWS", "Kafka", "Microservices", "GraphQL"]
  },
  "Data Analyst": {
    "required": ["Python", "SQL", "Excel", "Data Visualization", "Pandas"],
    "preferred": ["NumPy", "Power BI", "Tableau", "Statistics", "Matplotlib"],
    "bonus": ["Machine Learning", "R", "Spark", "Airflow"]
  },
  "UI/UX Designer": {
    "required": ["Figma", "User Research", "Wireframing", "Prototyping", "Design Systems"],
    "preferred": ["Adobe XD", "Photoshop", "Illustrator", "Usability Testing", "HTML"],
    "bonus": ["CSS", "Motion Design", "Accessibility", "Framer"]
  },
  "Cybersecurity Analyst": {
    "required": ["Networking", "Linux", "Python", "Security Fundamentals", "SIEM"],
    "preferred": ["Penetration Testing", "Wireshark", "Nmap", "OWASP", "Incident Response"],
    "bonus": ["Cloud Security", "Malware Analysis", "CTF Experience", "CEH"]
  },
  "Full Stack Developer": {
    "required": ["JavaScript", "React", "Node.js", "SQL", "Git"],
    "preferred": ["TypeScript", "MongoDB", "Docker", "REST API", "CSS"],
    "bonus": ["GraphQL", "AWS", "Redis", "Next.js", "Kubernetes"]
  }
}