Exam PA is a 5-hour computer-based exam consisting of two sections. Section 1 (3.5 hours) involves analyzing a predictive modeling case and creating a report with recommendations. Section 2 (1.5 hours) includes multiple-choice questions testing your understanding of the case and predictive analytics concepts. The exam tests both technical skills and your ability to communicate findings clearly to a non-technical audience—a unique challenge compared to other actuarial exams.

Many students struggle with time management during the case study section, particularly balancing thorough analysis with meeting the 3.5-hour deadline. Others find the transition from theory-focused exams to applied, real-world problem-solving difficult. Additionally, the writing component—crafting a clear, professional report—is unfamiliar to many actuarial candidates who've focused primarily on computational exams. Understanding what examiners prioritize in your analysis and report structure is essential for success.

Most candidates dedicate 150–250 hours of focused preparation for Exam PA, though this varies based on your background and comfort with predictive analytics. If you have strong statistical foundations and experience with programming, you might need closer to 150 hours. If you're less familiar with coding or statistical software, plan toward the higher end. Structuring your preparation over 3–4 months with regular practice cases—rather than cramming—helps you develop the case-solving and time-management skills the exam demands.

Varsity Tutors connects you with expert tutors who can guide you through case study strategies, help you identify weak areas in predictive modeling concepts, and provide feedback on your written reports. A tutor can work with you on time management techniques during practice exams, explain challenging statistical or programming concepts, and help you develop a structured study plan tailored to your strengths and gaps. For students in San Francisco preparing for this applied, multifaceted exam, personalized instruction can significantly accelerate your progress and boost your confidence.

The Society of Actuaries provides official sample cases and exams on their website—these are essential because they reflect the exact format and style of the real exam. Beyond official materials, many candidates use third-party study manuals and online courses to deepen their understanding of predictive analytics concepts. Working through practice cases under timed conditions is crucial; aim to complete at least 8–10 full practice cases before your exam date. A tutor can help you select the most valuable resources for your learning style and guide you through complex practice problems.

While the exam doesn't explicitly test coding syntax, you should be comfortable with at least one statistical software platform—R, Python, or SAS are most common. The exam assumes you can manipulate data, build models, and extract insights using technical tools. If your programming background is limited, this is an excellent area where personalized tutoring can help you quickly build proficiency. Tutors can guide you through practical applications and help you choose the right tools for different predictive modeling tasks.