hero

Jobs at Alumni Ventures Portfolio Companies

444
companies
2,367
Jobs

ML Engineering Team Lead Artificial Intelligence · Full-time

NeuReality

NeuReality

Software Engineering, Data Science
Posted on Tuesday, April 16, 2024

ML Engineering Team Lead

Israel · Full-time

About The Position

We are looking for an experienced team lead for our AI pipelines team.

Company Overview

NeuReality is 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 lead a small talented core team of Neureality R&D 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 NeuReality platform
  • Identifying missing gaps and new requirements for SW/HW to improve workload performance and efficient deployment.

This is an exciting opportunity to work on cutting-edge and emerging technologies, across multi-disciplinary domains of deep-learning models and computer architectures.

This is not a position of data science!

Role responsibility:

You will lead a small engineering team (3-5 engineers)

  • Provide both technical and managerial leadership.
  • Participate in design reviews, perform code reviews, and take part in coding tasks.
  • Foster a collaborative and innovative team culture, ensuring effective communication and knowledge sharing.

Requirements

Must-have requirements:

  • BSc/MSc in Computer Science or Computer Engineering from the accredited university
  • Managed at least 2-3 engineers
  • Experience in implementing algorithms on embedded platforms
  • Experience in Python programming and DL frameworks
  • Proven experience in ML engineering and specifically, implementing of AI pipelines (composed of pretrained DL models and pre/post processing), data streaming, model zoo handling, and inference serving in production environments.

Advantages:

  • Experience using Nvidia tools and leveraging CPU+GPU instances on cloud or on-premises for development and for in-production deployment.
  • Experience with C++ and software programming principles (e.g., OOP, design patterns)
  • Working with remote (offshore) partners.

Apply for this position