Essential skills for data analytics include statistical analysis, data cleaning, programming (Python, R, SQL), and data visualization (Tableau, Power BI). Critical thinking, communication, and domain knowledge are also key. For advanced roles, familiarity with big data tools like Hadoop or Spark can be helpful. Start with online courses, work on real datasets, and stay updated with industry trends!