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AIML – ML Researcher (LLM / Generative Foundation Models), MLR

NLP PEOPLE

Cambridge

On-site

GBP 10,000 - 40,000

30+ days ago

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Job summary

An innovative firm is seeking passionate researchers to drive the future of machine learning technology. This exciting role involves working on long-term research projects focused on LLMs and generative foundation models. You'll collaborate with world-class engineers and researchers, tackling challenging problems that could shape the future of products. With opportunities for publication in high-quality venues, this position promises to be both fulfilling and impactful. If you're ready to contribute to groundbreaking research in a dynamic environment, this is the perfect opportunity for you.

Qualifications

  • PhD or equivalent experience in Computer Science or related field.
  • Demonstrated expertise in machine learning research with publications.

Responsibilities

  • Propose and execute research plans in machine learning.
  • Collaborate with teams and prepare technical reports for publication.

Skills

Machine Learning Research

Deep Learning

Mathematical Skills

Research Problem Formulation

Education

PhD in Computer Science

Equivalent Practical Experience

Tools

TensorFlow

PyTorch

Job description

Summary
Posted: Oct 22, 2024

Role Number: 200521140

Play a part in building the next revolution of machine learning technology. We’re looking for passionate researchers to work on ambitious curiosity-driven long-term research projects that will impact the future of Apple and our products.

In this role, you’ll have the opportunity to work on innovative foundational research in machine learning focusing on LLMs and generative foundation models. As a member of the team, you will be inspired by a diversity of challenging problems, collaborate with world-class machine learning engineers and researchers to impact the future of Apple products, and publish some of your results in high-quality scientific venues.

Description

You have a strong research background in machine learning or related fields and regularly publish your results in the main relevant conference and journal venues, ensuring that your research results are of high quality and reproducible. You will propose your own research plan to advance our understanding of machine learning and execute it through implementation and experimentation, in collaboration with your colleagues. You will provide technical mentorship and guidance and prepare technical reports for publication and conference talks. You will have the opportunity to collaborate with broader teams across Apple.

Minimum Qualifications
  1. PhD, or equivalent practical experience, in Computer Science or related technical field.
  2. Demonstrated expertise in machine learning research.
  3. Publication record in relevant conferences (e.g., NeurIPS, ICML, ICLR, AAAI, CVPR, ICCV, ECCV, ACL, EMNLP, etc).
  4. Hands-on experience working with deep learning toolkits such as TensorFlow or PyTorch.
Key Qualifications
Preferred Qualifications
  1. Strong mathematical skills in linear algebra and statistics.
  2. Ability to formulate a research problem, design, experiment, implement, and communicate solutions.
  3. Ability to work in a diverse collaborative environment.
Education & Experience

Senior (5+ years of experience)

Company:

Apple

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