SnoozyPanda
SnoozyPanda

AMA about Algorithmic Trading

Bored at work, AMA

35mo ago
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ZestyBanana
ZestyBanana
Student35mo

What is the ROI for the firm? And can start your own fund if returns are lucrative?

SnoozyPanda
SnoozyPanda

10-20% pa Seems low, but these are very low risk returns on very high (9-10 digit USD) capital and uncorrelated to the market. Only a handful of firms can do this consistently.

ZippyDonut
ZippyDonut

Uncorrelated? Are these not equity investments?

SnoozyBanana
SnoozyBanana
Jio35mo

How to prepare for interviews for this role?

I mean priority of datastructures and experience in interviews.

SnoozyPanda
SnoozyPanda

Be good at Math Be very good at Statistics Be very good at Probablity Be very good at Machine Learning (not DL but traditional methods) Be good at DSA

Good to have:

Data handling, cleaning experience Elementary knowledge of stochastic process Understanding of derivatives and pricing

ZoomyUnicorn
ZoomyUnicorn
Student34mo

Any resource to begin on Statistics. if the resource requires pre requisite, would request that as well

WobblyPancake
WobblyPancake

How's the salary? Can you give a few examples?

SnoozyPanda
SnoozyPanda

Base starts around 30-50L, Bonus also starts around similar range. If you are moderately successful your bonus could grow to the few Crs range.

WobblyPancake
WobblyPancake

Is this the salary for (A) strats who experiment new ideas in python or (B) the coders who develop the production level code on top of finalized idea in C++ or Java?

SqueakyUnicorn
SqueakyUnicorn

What algorithms do you use?

SnoozyPanda
SnoozyPanda

Good ones

GigglyBurrito
GigglyBurrito

Can AI take over your job?

SnoozyPanda
SnoozyPanda

If AI can find insights from data, learn feature engineering, and generate good models, it will be able to do 50% of my job.

ZoomyPanda
ZoomyPanda

How is this any different from a Data Scientist role?

ZippyBagel
ZippyBagel

How's the interview process?

SnoozyPanda
SnoozyPanda

Hard. Refer another comment for details.

ZippyBagel
ZippyBagel

I know it's hard lol. The question was more towards the actual process; interview rounds, type of rounds, etc. And how do these things change at different levels?

I previously interviewed at Jane Street, 2 sigma and citadel and was surprised at how different the processes were.

ZestyRaccoon
ZestyRaccoon
Student34mo

What branch are you from? Do you have a fab jee rank? Do HFTs or hedge funds look at EE/Physics degrees from IIT seriously for a quant role?

SnoozyPanda
SnoozyPanda

Can't say, yes, yes

ZestyRaccoon
ZestyRaccoon
Student34mo

How about something like engineering physics from a top IIT? Is a CS/EE-level jee rank make or break or can it be compensated by stuff like cgpa, projects, cp, etc.?

PerkyBanana
PerkyBanana

Can you make it to these roles without tier 1 UG?

SnoozyPanda
SnoozyPanda

Yes, but it would be a very hard and long path.

GroovyHamster
GroovyHamster

Can you apply your learnings for Indian markets and create a product of your own?

SnoozyPanda
SnoozyPanda

The only hurdles I can see are high fixed cost for a trading team setup and lack of quality data.

SwirlyNarwhal
SwirlyNarwhal

What's the kinda $ amount that you influence with your work daily?

SnoozyPanda
SnoozyPanda

8-9 digit USD range per strategy

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