{
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What qualifications should a Data Scientist have?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "A Data Scientist typically holds a degree in data science, statistics, computer science, or a related field. Postgraduate qualifications and certifications in machine learning or AI are a plus."
      }
    },
    {
      "@type": "Question",
      "name": "What technical skills should we look for in a Data Scientist?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Essential skills include Python or R, SQL, machine learning frameworks (e.g. scikit-learn, TensorFlow), and data visualisation tools such as Tableau or Power BI."
      }
    },
    {
      "@type": "Question",
      "name": "What soft skills are important for a Data Scientist?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Critical thinking, communication, business acumen, and the ability to present complex data insights in a simple, actionable way are all key soft skills for this role."
      }
    },
    {
      "@type": "Question",
      "name": "How do we assess a Data Scientist’s practical skills?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Practical skills can be evaluated through technical assessments, coding challenges, or case studies involving real-world data problems and model-building."
      }
    },
    {
      "@type": "Question",
      "name": "What are common red flags when hiring a Data Scientist?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Watch for candidates who lack real-world project experience, struggle to explain past work clearly, or rely heavily on tools without understanding underlying concepts."
      }
    }
  ]
}