The title of the job opening says computational chemistry, but the details indicate they're looking for someone with credentials in one of a few different computation / simulation specialized fields. If I had to guess, it seems possible they think those types of simulation design skills may be useful for simulating user social behavior somehow?
TikTok has an open computational chemistry position
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Re: TikTok has an open computational chemistry position
#52Re: TikTok has an open computational chemistry position
#53Earlier quoted context omitted.
A few generations ago many of our brightest minds were building doomsday weapons to incinerate all life on Earth, so maybe this is progress.
Is it? Would you rather be dead or a zombie?
Re: TikTok has an open computational chemistry position
#54Re: TikTok has an open computational chemistry position
#55The title of the job opening says computational chemistry, but the details indicate they're looking for someone with credentials in one of a few different computation / simulation specialized fields. If I had to guess, it seems possible they think those types of simulation design skills may be useful for simulating user social behavior somehow?
Responsibilities
• Follow the latest progress in computational science such as material and biology.
• Solve real-world problems in material and biology, with computational approaches such as molecular dynamics, quantum chemistry, and machine learning.
• Optimize and speed up classical molecular dynamics and quantum chemistry algorithms with artificial intelligence and high-throughput computational methods.
Re: TikTok has an open computational chemistry position
#56Re: TikTok has an open computational chemistry position
#57Tiktok/bytedance already have large ML infrastructure in place (GPU clusters), and since quantum chemistry simulation is moving towards ML based simulation, they have an edge there. Open source ML simulation software such as DeePMD-kit is already seeing contributions from Tiktok employees.
From first hand experience: what used take weeks with traditional DFT MD on CPUs are only taking few minutes with GPUs right now if you have trained a good ML potential. They achieved near DFT accuracy.
Re: TikTok has an open computational chemistry position
#58"Our brightest minds are making people click ads" ...
Re: TikTok has an open computational chemistry position
#59The title of the job opening says computational chemistry, but the details indicate they're looking for someone with credentials in one of a few different computation / simulation specialized fields. If I had to guess, it seems possible they think those types of simulation design skills may be useful for simulating user social behavior somehow?
Modeling user brain chemistry? Ominous.