Data Scientist Intern
Il y a 5 mois
Teads, The Global Media Platform, has an **engineering team that brings together 200+** talented individuals in 3 main locations (Montpellier, Paris, and Bucharest). We are organized in agile and autonomous **feature teams and share** technical knowledge within several communities of practice.
To innovate, we promote diversity and are committed to creating an inclusive environment for all employees.
- Our organization gives the possibility **to work remotely** part of the time and more flexibility is open to discussion.
Join a team of passionate people who build quality and responsible advertising, at scale**Our main Engineering challenges at Teads**:
- Working in a very **high-traffic** environment (1.9 billion users per month, 100 billion events per day) with **low latency** and **high availability** constraints (2 million requests per second, responses in less than 150 milliseconds).
- **Rich and diverse tech stack and system architecture** to optimize for **performance, scalability, resiliency**, and cost efficiency. We use mostly Scala and TypeScript, among others.
- Management of **large datasets** with milliseconds order of magnitude access time, to compute in a near real-time complex auction resolution algorithm (18 million predictions per second).
- Build efficient and easy-to-use web products used by thousands of users working for the world's most premium publishers, advertisers, and agencies.
- A fast-changing environment where we continuously **collaborate with Product teams** and constantly adapt our Cloud infrastructure for **new features and Products**.
- Bring a wide diversity of profiles to the same level of quality and knowledge.
**What will you do?**:
As a **Data Scientist** Intern**, your missions will be to:
- Work closely with our team of data scientists and engineers to understand the issues facing our SSP and the challenges associated with real-time optimization.
- Explore deep learning algorithms and assess their relevance to our SSP.
- Develop prototypes and carry out AB tests to measure potential impacts.
- Work with our engineers to integrate improvements and new models into our SSP platform
**What will you bring to the team?**:
- Final year of engineering school or master's degree in computer science, specializing in machine learning and/or data science.
- Programming skills, particularly in Python and/or Scala.
- Knowledge of machine learning algorithms and feature engineering techniques would be a plus.
- Ability to work in a team and communicate effectively with technical and non-technical people.
- Initiative, creativity, and the ability to work autonomously.
- Initial experience of an internship or project in machine learning and/or programmatic advertising would be a plus
**Why work at Teads?**:
At Teads, Product and Engineering work hand in hand and are aligned towards the same goal: to **scale our business** while continuing to create **new and exciting products**.
- We value **team spirit, pragmatism, listening** and we encourage **initiatives**.
- We promote **end-to-end development**: "You build it, you run it, you monitor it".
- We **share knowledge** and support with each other beyond any organizational boundary.
- We fix issues during a **blameless** postmortem and learn from it so that it doesn't happen twice.
- We are working together to create **great engineering**, but we are also supportive to promote a great **work-life balance**.
**We care about you**:
- **Security & Savings**: Attractive package providing financial peace of mind, including competitive compensation, profit-sharing, daily meal vouchers (Swile), family health insurance (Alan), and a personalized relocation package (if needed).
- **Career Development**: Continuous investment in our employees' skills: in-house and external training, tech conference opportunities, internal mobility (individual contributor or management career ladder).
- **Life Balance**: A well-balanced work-life for our employees is one of our top priorities: 35+ days off per year, hybrid work (2-3 days remote work per week, more is open to discussion), fully covered parental leave, and reserved daycare places.
- **Wellness**: Prioritizing employee well-being through premium work equipment, enjoyable work environment (work-life balance, team building events, summits), remote work subsidy, promoting Diversity & Inclusion with internal & external initiatives (women speaking groups, dedicated school partnerships), dedicated charitable time and sustainability actions (Eco Tree, subsidy for eco-mobility).
Discover more about our culture and benefits on our Engineering website.
**About Teads**:
Teads operates a leading, cloud-based, omnichannel platform that enables programmatic digital advertising across a global ecosystem of quality digital media.
As an end-to-end solution, Teads' modular platform allows partners to leverage buy-side, sell-side, creative, data and AI optimization technologies. For advertisers and their
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