PMP
The gold-standard project management certification recognized globally — validates ability to lead projects across any methodology.
Full guide →AWS ML Engineer Associate
Validates ability to build, train, tune, and deploy ML models on AWS using SageMaker and other AWS AI services.
Full guide →PMP vs AWS ML Engineer Associate
Which certification is right for your career?
Full comparison
| Category | PMP | AWS ML Engineer Associate |
|---|---|---|
| Exam cost | $555 USD | ✓$150 USD |
| Avg salary uplift | ✓+$25,000/yr | +$18,000/yr |
| Passing score | 70/1000 | 720/1000 |
| Exam duration | 230 min | 130 min |
| Renewal period | Every 3 years | Every 3 years |
| Issued by | PMI | Amazon Web Services |
| Difficulty |
PMP
4-year degree + 36 months leading projects + 35 hours PM education (or 60 months with high school diploma)
AWS ML Engineer Associate
AWS Cloud Practitioner or equivalent + basic ML knowledge recommended
- You're a seasoned PM targeting the most globally recognised credential
- You want a potential +$25,000/yr salary uplift
- You have ML or data experience and want to validate practical, hands-on skills
- You want a potential +$18,000/yr salary uplift
- You build, train, and deploy ML models in production environments
PMP and AWS ML Engineer Associate lead to entirely different careers — project management vs AI and machine learning. The right choice depends on which field aligns with your current job or target role. If you want both eventually, start with AWS ML Engineer Associate — it's the quicker win at the intermediate level.
Best PMP courses
Best AWS ML Engineer Associate courses
Is PMP harder than AWS ML Engineer Associate?
PMP is harder — rated advanced vs intermediate.
Which pays more — PMP or AWS ML Engineer Associate?
PMP has an average salary uplift of +$25,000/yr, while AWS ML Engineer Associate has +$18,000/yr. PMP has the higher salary impact.
Which should I get first — PMP or AWS ML Engineer Associate?
AWS ML Engineer Associate is the better starting point — it's rated intermediate and costs less. Use it as a stepping stone toward PMP.
Can I get both PMP and AWS ML Engineer Associate?
Yes — many professionals hold both. PMP and AWS ML Engineer Associate complement each other, covering project management and AI and machine learning respectively. Holding both signals broader expertise and typically commands a higher salary than either cert alone.
Which is worth it in 2026 — PMP or AWS ML Engineer Associate?
Both are worth it in 2026. PMP offers a +$25,000/yr average salary uplift; AWS ML Engineer Associate offers +$18,000/yr. PMP has the higher salary ceiling — making it the stronger ROI if you can only choose one.