Machine Learning Performance Engineer (London)

22 Days Old

We are looking for an engineer with experience in low-level systems programming and optimisation to join our growing ML team.

Machine learning is a critical pillar of Jane Street's global business. Our ever-evolving trading environment serves as a unique, rapid-feedback platform for ML experimentation, allowing us to incorporate new ideas with relatively little friction.

Your part here is optimising the performance of our models both training and inference. We care about efficient large-scale training, low-latency inference in real-time systems and high-throughput inference in research. Part of this is improving straightforward CUDA, but the interesting part needs a whole-systems approach, including storage systems, networking and host- and GPU-level considerations. Zooming in, we also want to ensure our platform makes sense even at the lowest level is all that throughput actually goodput? Does loading that vector from the L2 cache really take that long?

If youve never thought about a career in finance, youre in good company. Many of us were in the same position before working here. If you have a curious mind and a passion for solving interesting problems, we have a feeling youll fit right in.

Theres no fixed set of skills, but here are some of the things were looking for:

Accepted file types: pdf, doc, docx, txt, rtf

Enter manually

Accepted file types: pdf, doc, docx, txt, rtf

Additional information (for source)

Have you interviewed with Jane Street before? * Select...

Pronouns

Are you currently a student? * Select...

Enter your college/university

Major/Field of study

Extra

Why youre interested in Jane Street
How you heard about us
If you have a job now, why youre looking for a new one

Year you expect to begin full time employment

#J-18808-Ljbffr
Location:
Highgate, Greater London
Job Type:
FullTime

We found some similar jobs based on your search