Machine Learning Engineer

7 dni temu


Krakow, Polska 1dea Pełny etat

Company Overview

We are developing an innovative HW/SW computing platform for DL inference acceleration which sets new, unprecedented, bars of high performance and cost. Our platforms are targeted for cloud and enterprise (in-perm) environments.

Role description:

You will join the core AI/ML Pipeline development team which is responsible for the following main deliverables:
Designing, analyzing, and optimizing workloads from various sources (open source, customer-provided, home-grown) on Neureality platforms. The focus is on workloads for NLP, speech, and computer vision.
Benchmarking and competitive analysis of workloads on other inference acceleration platforms.
Working directly with customers on new requirements and efficient deployment of their workloads on

Requirements:

BSc/MSc in Computer Science or Computer Engineering from an accredited university
3 years of hands-on experience in Python programming and DL frameworks (mainly PyTorch)
Experience in hardware/embedded systems is an advantage
Experience in implementing algorithms on embedded systems
Experience in ML engineering and specifically, developing AI pipelines (composed of trained DL models and pre/post-processing), data streaming, model zoo handling, and inference serving in production environments.
Hybrid model- 2 times a week in office



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