Phd - Research Scientist

il y a 7 jours

Paris, France Criteo Temps plein

What if, in your next adventure, you were surrounded by people who, like you, look for an unlimited playground to explore, share, and test, would you care to hear more? You've opened the right door As an R&D team, making sure your ideas are heard and encouraged is what we strive to do
**What You'll Do**:
You will be conducting a 3-year PhD in the Criteo AI Lab with an academic supervision at Inria. You will explore foundations of generative AI as we aim to study and improve generative models - GANs, diffusion / flow matching, consistency models - at the intersection of theory and practice. In particuar, we are interested in studying generative models with few-steps inference processes, as tu reduce the inference cost of state-of-the-art models. Key responsibilities include:

- study, create and implement state-of-the-art generative models for image generation,
- develop robust evaluation protocols for comprehensive experiments,
- explore advanced mathematical tools (including differential equations, gradient flows, and deep learning theory),
- engage in exploratory research with significant autonomy,
- publishing scientific papers at top-tier journals and conferences.

**Who You Are**:

- You have completed a Msc degree in a quantitative field (Engineering, Mathematics, Statistics, Computer Science).
- Strong background in machine / deep learning and mathematics, with knowledge of computer vision and image processing.
- Familiarity with generative models, such as GANs, diffusion and consistency models, and deep learning architectures, such as CNNs and transformers.
- Proficiency in programming languages like Python and experience with deep learning frameworks (PyTorch and / or JAX).
- Appetency for theoretical and applied scientific research.
- Good communication skills in English.

**Who We Are**:
Criteo is a leader in commerce media, helping brands, agencies, and publishers create meaningful consumer connections through AI-powered advertising solutions. We’re shaping a more open and sustainable digital future for advertising.

At Criteo, our culture is as unique as it is diverse. From our offices across the globe or from the comfort of home, our 3,600 Criteos collaborate together to build an open, impactful, and forward-thinking environment.

We foster a workplace where everyone is valued, and employment decisions are based solely on skills, qualifications, and business needs—never on non-job-related factors or legally protected characteristics.

**What We Offer**:
Own your work style - Build your work around your life and not the other way around.
Grow with us - Learning, mentorship & career development programs.
Your wellbeing matters - Health benefits, wellness perks & mental health support.
A team that cares - Diverse, inclusive, and globally connected.
Fair pay & perks - Attractive salary, with performance-based rewards and family-friendly policies, plus the potential for equity depending on role and level.

Additional benefits may vary depending on the country where you work and the nature of your employment with Criteo.

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