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Machine Learning Engineer

CDI
Paris
Salaire : Non spécifié
Début : 16 juillet 2019
Télétravail non autorisé
Expérience : > 3 ans
Éducation : Bac +5 / Master

Equativ
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Le poste

Descriptif du poste

About the team 🚀

Smart’s engineers and scientists develop the next-generation technologies that empower our customers to reach their digital business goals. They grow in a demanding environment that values performance and high-availability: our platform manages over 1 000 000+ ad requests per second and our dataset is about 5 petabytes in Hadoop thanks too efficient code supported by a stable infrastructure and data-driven intelligent algorithms.

Our innovation team based in Paris and Nantes is composed by 80 straightforward and energetic individuals working in an Agile environment, ready to tackle the most complex technical and algorithmic challenges.

Your mission 👇

At Smart, Data is absolutely core.

We ingest tens of billions of events every day. This data is then transformed and crunched to be used by our customers and everybody throughout the company, whether it is for BI analysis, data science algorithms (clustering and optimization), customer reporting and invoicing and more.

What you’ll do ✏️

  • Industrialize ML models built together with data scientists
  • Build realtime APIs to assist the ad-decisioning process
  • Explain the reasons behind architectural choices to DevOps team
  • Improve existing algorithms to analyse increasing volumes of data and provide accurate feedback on Smart’s activities
  • Brainstorm with the other team members to improve existing optimization systems
  • Design and develop machine learning and deep learning system, running tests and experiments

Profil recherché

About you 💪

  • Master degree in Computer Science, Mathematics or similar fields
  • 2+ years of experience in software industry
  • Great programmer with strong coding skills in Python
  • Familiarity with machine learning frameworks (TensorFlow, XgBoost, …)
  • Experience in an object oriented language like C#, Java or Scala
  • Understanding of data structures, data modeling and software architecture
  • Strong awareness in production and industrialization (Docker, K8s, Kubflow, …)
  • Working proficiency and communication skills in verbal and written English
  • Participation in data science competitions like Kaggle

    Why Smart?

💛 We are one! At Smart, we care for our people. We are certified Happy At Work and are constantly improving our working environment. Meet the team here

🚀Grow with us! You will work in a challenging and fast-paced profitable context with varied projects and get awesome opportunities to develop your skills and grow internally.

👊 Leave your mark! Smart is a human-size company. Each employee can have a direct impact on our business, customers and teams.

✈️ Live global! You will work across countries & cultures through geographical moves or our Backpackers program, our interoffice exchange policy to boost employees’ collaboration.

📢 We are transparent! We speak with fact and data and have a true culture of feedback. We believe in an open world and show a strong sense of integrity both internally & externally.

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