Description
Our team is looking for a Deep Learning Engineer.
AI21 is one of the few companies to have trained multi-billion parameter Large Language Models (LLMs), a feat that involves the most advanced engineering (large scale distributed training on thousands of cores). Serving these LLMs efficiently requires cutting-edge technology as well. As a deep learning engineer on the team, you will be responsible for maintaining and improving our training infrastructure, developing/scaling/testing new ideas, and adapting our code to run on and best utilize the newest and most advanced hardware accelerators.
Role and Responsibilities
- Develop Large Language Models as part of our applied research projects and in support of AI21 Platform, including designing, implementing and training massive-scale deep language models
- Implement, optimize, scale and test new cutting edge ideas and architectures
- Perform large-scale evaluations and comparisons of trained models across a range of benchmarks, as well as adding support for new benchmarks
Requirements
- B.Sc. in computer science, software engineering or equivalent
- Self learner, and proven record of ability to remove technical road-blocks
- 5+ years experience developing software for production systems and/or internal infrastructure/tools
- Prior experience working with cloud computing platforms (e.g. AWS, GCP, Docker, Kubernetes)
- Skilled at writing production-grade Python code
- Hands-on experience in deep learning and machine learning (TensorFlow/PyTorch..)
- Any one of the following:
Optimization of deep learning model training (E.g. parallelization, megatron, deepspeed, FSDP)
- or -
Custom kernel experience (C++/CUDA and/or Triton)
- or -
Distributed Systems, in particular distributed deep learning training/serving
About Us
AI21 Labs is pioneering the development of Foundation Models and AI Systems for enterprises, accelerating the adoption of Generative AI in production.
Established in 2017 by AI visionaries Prof. Amnon Shashua, Prof. Yoav Shoham, and Ori Goshen, our mission is to equip businesses with cutting-edge LLMs and AI capabilities. Backed by leading investors like Pitango, Google, Nvidia, Intel Capital, and Comcast Ventures.
Join us on this exciting journey and advance your career with AI21 Labs!
Top Skills
What We Do
AI21 is pioneering the development of enterprise AI Systems and foundation models. Our mission is to transform cutting-edge deep tech research into enterprise-ready AI systems. We offer privately deployed models with unmatched security, privacy and reliability with tailored solutions for every organization. Founded in 2017, AI21 has raised $336 million from leading investors including NVIDIA, Google and Intel.
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