Senior Machine Learning Engineer - Causality
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Key skills for this role
Key Skills for This Role
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What You'll Do:
At Criteo, we’re not just crunching numbers — we’re redefining how brands connect with their audiences.
By joining the AI for Performance group, you’ll become part of a global R&D organization of 1,000+ engineers, while working day to day in a small Product Engineering team (5–7 people). You’ll sit at the intersection of machine learning, data, and product, helping us measure and predict the causal impact of our advertising, and directly influence how our products perform at scale.
If you’re excited by incrementality, experimentation, and large-scale ML systems, this role is for you.
🧠 Your role at a glance:
Analyze the causal impact of Criteo’s advertising campaigns using experiments, third-party data, and advanced measurement techniques 📊
Develop machine learning models to predict causal impact and influence our bidding strategies 🎯
Design and build multi-stage data pipelines, processing terabytes of data every day 🏗️
Contribute to tooling for A/B test analysis, ensuring accurate measurement of campaign and product performance 🔬
Collaborate closely with Data, Product, and Engineering teams to bring research into production 🤝
Actively contribute to a strong scientific and engineering culture, sharing best practices and new ideas 📚✨
Who You Are:
You hold a Master’s degree or PhD in Machine Learning, Computer Science, or a related quantitative field 🎓
You possess at least 5 years of experience as a ML Engineer or Data Scientist/ Researcher
You have hands-on development experience in at least one mainstream programming language (Python, Java, C++, etc.) 💻
You are skilled in sourcing, cleaning, manipulating, and analyzing large-scale datasets, ideally in a Hadoop-based environment 📈
Experience with both classical and state-of-the-art machine learning techniques is a strong plus 🤖
You are fluent in English and comfortable working in international, multicultural teams 🌍
You are curious, rigorous, and motivated by problems where science, product, and business impact meet 💡
We acknowledge that many candidates may not meet every single role requirement listed above. If your experience looks a little different from our requirements but you believe that you can still bring value to the role, we’d love to see your application!
Who We Are:
We’re Criteo, the Commerce Intelligence Platform. Criteo helps businesses turn shopper signals into commerce outcomes while delivering more relevant experiences for shoppers. We use proprietary commerce intelligence and AI decisioning to drive relevance for shoppers and performance for businesses. 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:
🏢 Ways of working – Our hybrid model blends home with in-office experiences, making space for both. 📈 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.
About Criteo
Criteo is a global commerce media company that helps marketers and media owners reach consumers through AI-powered advertising technology.
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