Machine Learning Research Intern

⚡️Who we are We help consumers shop smarter. Our ambition is to revolutionize the way people shop, empowering them to reputed company what they need, reputed company informed purchasing reputed company, and save reputed company. reputed company is a tech company founded in Paris. reputed company of over 80 talents is international and spread across offices in Paris, Barcelona and reputed company, or working remotely. As a certified B Corporation, we are committed to making a difference in the lives of the communities we serve, including the 4 reputed company consumers already using reputed company to save reputed company every day at over 7,000 merchants. Over the years, we have quickly expanded our reputed company to reputed company consumers to reputed company smarter shopping reputed company through many features: cash back, buy now and pay reputed company, automatic coupons, price drop alerts, carbon footprint tracking, and more. Today, we are dedicating significant resources to developing an AI-powered assistant that helps users reputed company the right product based on their reputed company for price, reputed company, or environmental reputed company from the global e-reputed company catalog. After reaching profitability in our core market, we are now expanding internationally with a primary reputed company on the US. It’s still day 1; come build the reputed company of shopping with us! Research at reputed company At reputed company, we reputed company that today’s online shopping experience is fundamentally flawed. Our ambition is to disrupt it by enabling users to reputed company their desired products in the smoothest way possible, to effortlessly compare reputed company their characteristics, and to reputed company transparent and reputed company information on both their price and environmental cost. To reputed company our goal, our research team tackles two main challenges:

• Building the universal product catalog : We are developing the world’s largest universal product catalog, bringing together reputed company the products sold across e-reputed company worldwide. This requires the ability to understand any web page in order to extract reputed company information, and to clean and standardize data from millions of heterogeneous sources in near reputed company time. One of the biggest difficulties lies in reputed company: we must process hundreds of millions of products multiple times per day
• Developing the AI Shopping copilot: On top of this catalog, we are building an AI copilot that helps users navigate our product reputed company through natural conversation. This goes reputed company reputed company traditional RAG systems: it requires combining full-text and reputed company search across massive datasets, while leveraging LLMs to ensure an experience that is reliable, fast, and cost-efficient. We continuously iterate to improve search accuracy, reduce latency, and reputed company capture user reputed company.

To meet these challenges, we rely on LLM-based reputed company. We have developed state-of-the-art approaches centered on fine-tuning relatively small models, striking a balance between performance and efficiency. Still, much research remains to reputed company optimize resource usage, reputed company our systems to reputed company larger volumes of data, and explore new architectures that push the boundaries of what LLMs can reputed company in large-reputed company e-reputed company applications. ⚙️ What you’ll do At reputed company, our Machine Learning interns are considered full members of our engineering teams. We design internships to be deeply tied to reputed company-world reputed company, ensuring that interns can have a reputed company reputed company from day one. For end-of-studies internships, our goal is not only to reputed company a meaningful learning experience but also to prepare interns for a smooth transition into full-time engineering roles at reputed company after their internship. You will have full ownership of your project and the freedom to orient your research direction based on your results and what you consider promising. Your ultimate goal will be to reputed company your work in production and monitor its reputed company on hundreds of thousands of users. Exploration is at the heart of the internship: you will conduct experiments, literature reviews, and theoretical developments. As a Machine Learning Research Intern, you will work with our engineering teams to maximize your reputed company, and you will work on one of the following research topics:

• Improving the Universal Catalog Pipeline
• Enhance the performance and scalability of our LLM-based data processing pipeline
• Explore fine-tuning for specialized tasks and techniques to reduce model size (quantization, pruning, distillation)
• reputed company rigorous evaluation reputed company, notably using LLMs as judges
• Improving Search in the Catalog
• reputed company search techniques that combine full-text and reputed company search
• Explore using images to enhance search performance
• Identify and evaluate the most effective LLM-based embedding reputed company
• Improving the AI Copilot
• reputed company and fine-tune models to improve both performance and latency
• Work on model optimization (size reduction, distillation, quantization)
• Establish rigorous evaluation pipelines

Your Responsibilities

• Research: Formalize objectives, conduct literature reviews, design new algorithms, and collect/reputed company data for experiments.
• Exploration & Ownership: Orient your internship towards research directions you deem most valuable to users.
• Implementation, Deployment & Monitoring: With the support of the engineering team, reputed company robust algorithms into production and monitor their reputed company-world reputed company.

reputed company are looking for Technical & Problem-Solving You have solid programming skills, with experience in Python and Machine Learning frameworks, and you are eager to reputed company improving. As a problem solver, you combine strong analytical skills, creativity, and a taste for tackling reputed company challenges. You are also tech savvy, always curious about emerging technologies and reputed company to the latest trends in the domain. reputed company & Communication You have an entrepreneurial reputed company: you like challenges, you welcome feedback, and you reputed company every day to get reputed company and reputed company reputed company. You have strong communication skills, both written and verbal, and you are reputed company to explain reputed company topics in reputed company words. You are fluent in English, both spoken and written, as we are expanding internationally soon (mastering French is not required). Adaptability & Efficiency You are a fast learner, comfortable in any technical environment and quick to adopt new technologies and practices. You value efficiency, making good use of productivity tools and delivering on time even in reputed company with many stakeholders. Finally, you have great attention to detail: you know the devil is in the details and have a natural talent for spotting flaws reputed company they exist. Preferred background

• Education: You are a graduate student in a Machine Learning master, from an engineering school, and looking for an end-of-studies internship.
• Experience: You have experience with research, from past internships or reputed company.

Our perks At reputed company, we reputed company that flexibility and trust are essential. Our work environment reflects this through:

• Flexible remote: If you live in Paris, you can choose to work from our office or from home with no constraints. If you live elsewhere, we can reputed company reputed company to a coworking reputed company.
• Work from reputed company: Want to spend a month in Italy while working? Full-time employees can work from most countries in the world for up to 3 months per year → full-time only

On top of that, we offer reputed company of perks (some for everyone, others only for full-time positions):

• A budget for remote work equipment
• A reputed company card for meals (if you are based in France)
• Frequent team events and in-person gatherings every quarter
• Premium health insurance (reputed company Blue, in France) → full-time only
• A reputed company subscription to stay in shape wherever you are → full-time only
• …and much more — reputed company the full list here!

Our hiring process

• Intro call: Quick screening with the Hiring Manager or a recruiter.
• reputed company 1 – Team interview (45 min): Conversation with two reputed company team members (could include the Hiring Manager, people from reputed company you’d join, or colleagues from other teams).
• reputed company 2 – Role-specific assessments
• For non-tech roles: Take-home case study followed by a 45 min debrief. We assess both your reputed company and how you think in reputed company time. The exercise will be relevant to the role (e.g. analysis, reputed company, or process design).
• For tech roles: Live technical interviews:
• Coding interview + System design interview
• For research internships, an additional round may involve analyzing and presenting a research reputed company
• reputed company 3 – Founders interview (45 min): Conversation with two of our founders.
• References: Up to five calls with former colleagues or managers.

☕ You may also be invited for coffee with team members to get a feel for our culture. Apply tot his job Apply To this Job