Python Institute · Professional Certification · Associate
PCAD – Certified Associate Data Analyst with Python
Crydd Score 68
Demand Growing
Career Value Moderate
Recognition Moderate
PCAD at a glance
- Provider
- Python Institute
- Credential type
- Professional Certification
- Exam required
- Yes
- Category
- Data
- Level
- Associate
- Cost
- From $195 (exam)
- Difficulty
- Intermediate
- Time to earn
- 2–3 months
- Validity
- 6 years
- Format
- Exam PCAD-31-02: 48 questions, 60 minutes; 75% to pass; online through OpenEDG's testing service
- Prerequisites
- None required; PCAP and PCED recommended
What is PCAD?
The Python Institute's associate exam for data analysts: acquiring and cleaning data, analysing and modelling it with pandas and NumPy, visualising results, querying databases with SQL and applying basic statistics and regression.
Skills it covers
- pandas and NumPy
- Data cleaning and validation
- Data visualisation
- SQL with Python
- Statistics and regression
Is PCAD worth it? The Crydd Verdict
CS 68Choose it if
You analyse data in Python and want an exam-based credential rather than a course certificate.
Consider alternatives if
You use spreadsheets and BI tools more than code: CompTIA Data+ or PL-300.
Why we say so
It tests the actual Python data stack analysts use, which most data analytics certificates only teach.
Market demand
Python is increasingly expected in data analyst roles; this credential is lesser known than the big vendor certifications.
Where PCAD takes you
- Data Analyst
- Data Scientist
Career roadmaps show where this certification fits in each path. See the roadmaps.
Related certifications
Curated connections from the catalog — each labelled with how it relates to PCAD, so you know why it’s here.
Careers PCAD leads to
The professional paths this certification genuinely serves — browse every relevant credential for each.
A sensible order
Where PCAD sits on the path — build up, then step on.
