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← All postings · September 2024 thread

Unnamed AI research lab

ML research engineer

CompanyUnnamed AI research lab
Websitearcprize.org
RoleML research engineer
Typefull-time
Role taxonomyAI / ML / Research
SpecialtiesResearch
LocationZurich, Switzerland
SalaryCHF 100–200k/yr (“100-200k”)
Apply viaApplication linkhttps://arxiv.org/abs/1911.01547 · not_a_cat@fastmail.com
Hiring notesSponsors visas.
TechML/AI
Parsed locationsZurich, Switzerland
Posted bynot-a-cat
PostedSep 15, 2024
SourceView on Hacker News ↗

Original posting

Unnamed AI research lab | ML research engineer | Zurich, Switzerland | Full-time | Onsite | 100-200k CHF I am starting a research lab funded by a hedge fund that I created 5 years ago. The hedge is doing well, and applies ML to quant finance. The research and trading activities should reinforce each other over time: the research publishes research and fosters in-house ML expertise. The trading applies it to quant finance and brings funding. The research entity is incorporated, funded, has an office and 0 employees currently. My vision for the research lab is the following: - A bunch of phds in a room: create a good working environment, optimize for research output & runway. - Take the "bitter lesson" seriously: most of the successes in modern machine learning are due to deep learning and the ability to leverage vasts amounts of compute and data. So we make it a top priority to develop the infrastructure and expertise to be good at DL/LLMs/transformers. It doesn't mean that we don't explore new ideas. We want to learn to leverage large amounts of compute and be smart/efficient about it. If the trading works well, we can compete on an equal footing with the big labs over time in terms of amount spent in compute. For the research itself, I want to start with the ARC challenge (https://arcprize.org/, https://arxiv.org/abs/1911.01547) With that in mind, today I'm looking for the following role: - ML research engineer Compensation will include flexible options scheme based on results. Interest and knowhow in the following is a plus: Deep learning, transformer models, reasoning, world models, learning-to-learn, mechinterp, bayesian methods, probabilistic programming I'm also looking for evidence of past exceptional achievements. I will mostly consider candidates having an EU passport for visa reasons. To apply, email me at not_a_cat at fastmail dot com.