Jul 16, 2026

AI/ML engineer (9 yrs, industrial), CFA L1, L2 in 2027, in Austria — can this profile break into DACH IB/PE ?

prasad.zende's picture
prasad.zende
Senior Chimp O
Subscribe

Reality check wanted from the European side.

9 years building production ML in heavy industry (steel, refractories, oil & gas). Two MScs, CFA L1 passed, L2 in 2027. Austria-based, German B2, citizenship in progress. Target window: late 2027–early 2028.

Three questions:

  1. Do European IB/PE shops hire ML engineers into deal-adjacent roles, or does that profile die in the IT/COO org?
  2. Does CFA matter for a technical lateral, or is it noise outside ER/AM?
  3. Is commodity/energy trading analytics (OMV, Verbund, Trafigura, Glencore) the more realistic door than IB?

Already doing: charterholder outreach, applications out, building an agentic AI project to close the gap.


 

Keywords
Investment Banking
Region
Global / All Content
Subscribe
  • 2
2 Comments
 
PrivateTechquity 🚀🚀🚀 - Certified Professional
The Pro O
2h

Why are you trying to get into IB/PE? Your background doesn't really make sense for it. I'd argue you're overqualified for anything entry-level. 

  1. They don't in IB, for PE maybe it's a niche strategy where that makes sense but I wouldn't know where to point you sorry
  2. Not at all, it's only for AM and it's dying off even there
  3. Such a wildly different space you're talking about which brings me back to my first question since the two don't really seem like normal choices for an "either or". Neither are career paths where you're going to get far in interviews when you look at the job as a "just because" and can't form a coherent story for "why". 
Reply
Quote
Report
Other
  • 1
"If you don't have any enemies in life you have never stood up for anything" - Winston Churchill | "It's a testament to the sheer belligerence of the profession that people would rather argue about the 'risk-adjusted returns' of using inferior tooth cleaning methods." - kellycriterion
 
PE_prep - Certified Professional
Neanderthal PE
1h
Most Helpful

Iure magnam ex id blanditiis itaque nihil aut quia. Porro voluptas aut porro explicabo alias. Odit ratione modi cumque. Earum quasi rerum quaerat blanditiis numquam totam.

Ut qui pariatur in sit voluptas qui consequatur. Ut possimus optio ea dolor. Culpa nobis est quas suscipit voluptate vero.

Minima ea velit voluptas totam id. Quia nihil perspiciatis beatae.

See All Comments - 100% Free

WSO depends on everyone being able to pitch in when they know something. Unlock with your email and get bonus: 6 financial modeling lessons free ($199 value)

Reply
Quote
Report
Other
Authored by: Certified Private Equity Professional - 2nd Year AssociateCertified Private Equity Pro

Total Avg Compensation

July 2026 Investment Banking

  • Vice President (15) $434
  • Associates (46) $258
  • 3rd+ Year Analyst (8) $210
  • 2nd Year Analyst (22) $179
  • Intern/Summer Associate (13) $156
  • 1st Year Analyst (80) $150
  • Intern/Summer Analyst (73) $101
View IB Report

Career Resources

Leaderboard

1
redever's picture
redever		 99.2
2
kanon's picture
kanon		 99.0
3
Secyh62's picture
Secyh62		 99.0
4
BankonBanking's picture
BankonBanking		 99.0
5
DrApeman's picture
DrApeman		 98.9
6
CompBanker's picture
CompBanker		 98.9
7
GameTheory's picture
GameTheory		 98.9
8
Betsy Massar's picture
Betsy Massar		 98.9
9
dosk17's picture
dosk17		 98.9
10
Kenny_Powers_CFA's picture
Kenny_Powers_CFA		 98.8
View all