SAS Certified Advanced Programmer Exam Practice Test
Build your confidence for SAS Certified Advanced Programmer Exam. Practice the concepts, understand the answers, and strengthen your knowledge one question at a time.
Try a sample questionExam overview and details
Preparation for SAS Advanced Programmer certification covering advanced SAS programming, macro language, SQL optimization, advanced functions, and production SAS code development. Administered by SAS. Key domains include Accessing Data Using SQL, Macro Processing and Advanced Techniques. The exam consists of 60 questions over 110 minutes.
Sample Questions
Choose an answer and explore the explanation to see how practice works.
A pharmaceutical safety group is joining case, product, and reporter tables. The same case can have multiple products, but report-level metrics must not be inflated. A claims analyst needs the earliest paid claim per member using PROC SQL. Several members have multiple claims on the same earliest date, and ties should be retained. Which query shape is best?
A university research center is converting legacy SAS programs written by several analysts. Some code relies on formats, some on macros, and the output must match last year's published appendix. During development, a programmer wants PROC SQL to read only the first 500 rows from each source table to test join logic quickly. Which option is the better fit?
A clinical trials programmer is validating SDTM-derived transfer tables on SAS 9.4M8. The nightly job runs on Linux, receives late adverse-event corrections, and must leave an auditable log. A reviewer asks for the exact CREATE TABLE-style definition of a SAS SQL view before approving a production change. Which PROC SQL statement provides the definition in the log?
A university research center is converting legacy SAS programs written by several analysts. Some code relies on formats, some on macros, and the output must match last year's published appendix. A compliance cleanup must remove rows from a staging table only when the same key appears in a reviewed rejection table. The production history table must not be touched. Which SQL statement is safest?
A retail loyalty program is loading daily transaction feeds with duplicate customer IDs, sparse coupon columns, and a small reference table maintained by marketing in a permanent SAS library. A reference table contains replacement risk bands for some, but not all, customers. The production table should update only rows with a matching replacement and leave all others untouched. Which pattern is safest?
Career Opportunities & Salary
Exam insights and study advice
In the real world, data is rarely clean, simple, or small. This certification matters because it proves you can solve the complex problems organizations actually face: efficiently joining large datasets, dynamically generating code to adapt to changing requirements, and processing data in sophisticated ways that go beyond basic summaries. These skills directly translate to writing programs that save hours of manual work, reduce processing time and costs, and produce reliable, auditable results-critical for decision-making, regulatory compliance, and operational efficiency.
What this exam covers
Use the published domain weights to plan your study. Practice results do not predict your certification exam score.
01Accessing Data Using SQL
This domain covers accessing data using SQL procedures, managing relational tables, querying single or multiple tables, and building database queries efficiently with an assigned domain weight percent of 35.0.
02Macro Processing
This domain covers macro processing techniques within SAS programming with a major weight percent of 35.0, directly handling macro variables, macro definitions, macro processing functions, and custom modularization logic.
03Advanced Techniques
This domain covers advanced programming techniques and complex problem-solving methods with an assigned domain weight percent of 30.0, focusing directly on system performance, efficiency, data structures, and code optimization.