Research Scientist Research Engineer, Multimodal Modelling, Paris

DeepMind; Paris; Sur place; EUR 70 000 - 90 000; Plein temps

Résumé du poste

A leading AI research company in Paris is looking for a Research Scientist to join their team. This role focuses on developing core multimodal technologies and requires a PhD in a relevant field. Ideal candidates will have experience in deep learning and a strong publication record. The position involves conducting research, designing models, and collaborating with cross-functional teams to advance AI technologies.

Qualifications

• Strong publication record in top machine learning conferences.
• Experience with training multimodal and large language models.
• Ability to communicate technical ideas effectively.

Responsabilités

• Conduct cutting-edge research and develop novel technologies.
• Design innovative model architectures integrating diverse datasets.
• Establish benchmarks for evaluating multimodal models.

Connaissances

Deep learning

Python

Communication skills

Formation

PhD in machine learning or related field

Outils

Neural network frameworks

Description du poste

Overview

Snapshot We are seeking a research scientist to join our team dedicated to investigate the development of core multimodal technologies. This role will engage in cutting-edge research into vital technologies underpinning next-generation multimodal models while contributing to the exploration of various applications.

The Role

We are seeking a highly motivated Research Scientist with robust engineering skills and a background in foundation research. You will partner with research scientists and software engineers globally to develop and deploy AI models for multimodal integration and reasoning. Your responsibilities will include designing evaluation and training datasets with a focus on transformative domains such as healthcare. At Google DeepMind our Research Scientists work collaboratively to tackle fundamental challenges in machine learning and AI, pushing the boundaries of what’s possible.

Key Responsibilities

• Conduct cutting-edge research and develop novel technologies.
• Design and implement innovative model architectures that effectively integrate diverse datasets, particularly across image and text modalities.
• Develop and establish benchmarks for evaluating multimodal models across a wide range of tasks and domains.
• Clearly communicate research findings and collaborate with teams across Google to maximize impact.
• Contribute effectively within a collaborative environment to achieve ambitious research goals.

About You / Qualifications

To thrive as a Research Scientist at Google DeepMind, we’re looking for individuals with the following qualifications and experience:

• A PhD in machine learning, computer science, statistics, or a closely related field
• A strong publication record in top machine learning conferences (e.g., NeurIPS, CVPR, ICML, ICLR, ICCV, ECCV) and/or leading journals (e.g., Nature)
• A proven track record of deep learning and experience with Python and neural network training (publications, open-source projects, relevant work experience)
• Significant experience in training, evaluating, and interpreting large multimodal models and large language models
• Ability to communicate technical ideas effectively (e.g., discussions, whiteboard sessions, written documentation)
• Proven ability to design and execute independent research projects

In addition, the following would be an advantage:

• A solid understanding of computer vision

Application Details

Application deadline: 1st August

Employment Details

Employment Type: Full Time

Experience: years

Vacancy: 1

Equal Opportunity

At Google DeepMind we value diversity of experience, knowledge, backgrounds and perspectives and harness these qualities to create extraordinary impact. We are committed to equal employment opportunities regardless of sex, race, religion or belief, ethnic or national origin, disability, age, citizenship, marital or domestic partnership status, sexual orientation, gender identity, pregnancy or related condition (including breastfeeding), or any other basis as protected by applicable law. If you have a disability or additional need that requires accommodation please let us know.