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Machine Learning Intern
il y a 2 semaines
Our mission
? Creating the freedom for SMEs to succeed in business and beyond, by delivering Europe's leading finance workspace. We combine business-class tools (seamless invoicing, spend management, and pre-accounting) with unwaveringly attentive 24/7 support, designed to help businesses breeze through all things finance.
Our journey:
Founded by Alexandre and Steve in July 2017, Qonto has rapidly gained trust, serving over 600,000 customers. Thanks to our wonderful team of 1,600+ Qontoers, we also made it to the LinkedIn Top Companies French ranking
Our values
:
Customer focus |
Prioritize customers in everything you do
Ownership |
Own your part, get things done
Teamwork |
Make (team)work easy
Mastery |
Continuously raise the bar
Integrity |
Always do what's right, and respect people
Our beliefs
: At Qonto, we're committed to fostering a welcoming environment where everyone can thrive. We prioritize evaluating applicants based solely on skills and potential, ensuring diversity with 55% international team members, 44% women, and 20% parents. Join us in building a workplace that celebrates diversity and individuality.
Discover the steps we took to create a discrimination-free hiring process.
Mission
Join Qonto's Quantitative Risk team as a Machine Learning Intern and help us build better ML tools, monitor model performance, and manage credit risk. Over 6 months, you'll contribute to real production systems that help us anticipate business needs and move faster with confidence.
You'll work closely with Gauthier Marquand, Head of Quantitative Risk, and be mentored by Paul-Adrien Marie, ML Engineer. Your work will directly impact how Qonto manages risk and makes data-driven decisions in a regulated fintech environment.
As a Machine Learning Intern at Qonto, you will:
・Enhance and strengthen modeling guidelines
aligned with state-of-the-art ML practices, creating documentation and implementing standards the team can rely on.
・Design and deploy
a monitoring framework for credit related models using best MLOps practices to highlight model performance assessment and explainability
.
・Apply a wild variety ML techniques
to consolidate our risk assessment framework (supervised, unsupervised and reinforcement learning)
・Support the Model Risk Manager
with model documentation and reporting.
What you can expect:
Team Context
: Join a team of 5 quantitative risk specialists working at the intersection of finance and technology. You'll collaborate with tech teams (fraud, compliance), financial risk teams, and product teams in charge of banking.
Full ML stack exposure
: See how models go from development to production environment. Your contributions will help the Risk team make data-driven decisions and assess the performances of ML models in live.
Cutting-edge techniques
: Apply recent ML methods with direct business impact. Test new approaches and measure their real value.
Tools we use
: Python, time-series forecasting tools, CI/CD pipelines, and web application frameworks for model deployment.
About your future manager:
His path:
You will directly report to Gauthier, a seasoned financial risk management professional with over a decade of experience. Gauthier's background spans consulting and Big banks, featuring a pivotal role at Société Générale as a Model Auditor, followed by his current position as a Head of the Quantitative Risk team at Qonto since January 2023. His expertise ensures a comprehensive understanding of risk challenges and innovative solutions.
What he brings to the team:
Gauthier offers a deep understanding of quantitative risk analysis, and strategic financial risk management, and fosters innovation. His fintech and banking sector experience ensures a comprehensive approach to challenges, making him instrumental in developing sophisticated risk management strategies at Qonto.
About You:
Education
: Pursuing a Master's degree in Data Science, Computer Science, or a related field.
Skills
: Strong proficiency in Python and machine learning techniques, particularly in time-series analysis.
Writing
: Excellent written communication skills with the ability to create clear, neutral-toned reports and documentation.
Analytical Thinking
: Sharp analytical mind with the ability to tackle complex problems.
Language
: Fluent in English; French is a plus.
Nice-to-haves
: Git for version control, SQL for data querying, experience with ML packaging or open-source contributions.
At Qonto, we understand that true diversity isn't just about ticking boxes on a hiring checklist. Apply regardless of the boxes you tick Who knows? You may have the missing piece of the puzzle we've been searching for all along.
Perks
An inclusive work environment. And so much more to help you succeed.
- Offices in Paris, Berlin, Milan, Barcelona, and Belgrade;
- 1 or 2 remote days per week (depending on your team and what your school allows);
- 1 paid day off /month;
- Meal vouchers;
- Public transportation reimbursement;
- Great offers for sports and wellness activities;
- A progressive disability and parenthood policy (1 in 6 of Qonto employees is a parent) and childcare benefits with selected partners;
- Monthly team events.
Click here to read more about what it's like to be an intern at Qonto.
Our hiring process:
- Interviews with your Talent Acquisition Manager and future manager/mentor
- A remote or live exercise to demonstrate your skills and give you a taste of what working at Qonto could be like
Find more information about our interview process on our careers website.
On average, our process lasts 20 working days and offers usually follow within 48 hours
To learn more about us:
Qonto's Blog | Les Échos I L'Usine Digitale | Courrier Cadres
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