Machine Learning and Data Engineering internship (6 months), Iprova S.A.

  • Secteur d'activité: Informatique / Technologies de l'information
  • Type d'contrat: Stage
  • Taux d'occupation: Plein-temps (100%)
  • Catégorie d'emploi: Informatique / télécommunications
  • Sub-catégorie d'emploi: Développement logiciel / Architecture logiciel
  • Date de publication: 23-11-2021
  • Délai de candidature: 30-11-2021
  • Lieu de travail: Vaud
  • Référence: MLOpsJobers

Who we are

We are pioneering the development of artificial intelligence and other technologies to augment and enhance the human ability to invent. Working with some of the world’s best-known technology companies in North America, Europe, and Japan, our technology enables the products of tomorrow to be invented faster and more efficiently than has previously been possible. Already, all 10 of the world’s largest tech companies including Amazon, Apple and Google reference granted patents based on our inventions. 

Objective

Iprova’s technology enables the creation of inventions by identifying and connecting useful inventive signals from day-day social, market and technological advances – even if they are very distant to the target invention area. Consequently, we process large amounts of data everyday. The overall objective of the project is to help design, and build a scalable, maintainable and cost-effective inference pipeline for general purpose end-to-end computations.

Scope

The successful candidate would work with Iprova’s Data Engineering team to:

  1. Design, build, test and maintain scalable data processing pipelines.
  2. Integrate Iprova data science research projects in production grade data processing pipelines that use real time data sources.
  3. Help members of the Iprova Software team to adopt and use tools that improve their access to real time data.

Skills/Experience Required

  • Good knowledge of data engineering tools like Airflow/Luigi/Spark.
  • Proficient in Python.
  • Understanding of distributed systems.
  • Excellent communication skills in English.

Skills/Experience Appreciated

  • Experience working with large datasets.
  • General knowledge of NLP.
  • Passionate about data engineering and data-driven products.

What you will gain from this project

A chance to:

  1. Improve your data engineering and MLOps skills.
  2. Apply your technical skills on the latest tools and frameworks in the above technologies,  or introduce a new framework or tool to us that we should be using in our work. We are happy to take your lead on this. 
  3. Understand and experience how ML is being applied in a real world problem setting.
  4. Interface with production-grade software development for ML applications, including various themes in MLOps.
  5. Practice your project management and communication skills.
  6. Make a valuable contribution to Iprova as well as develop your skills in the commercial world.

Application

If you are interested in this position please send us your CV and a letter detailing why you believe you are best suited for this project, to our email address recruitment@iprova.com. We look forward to hearing from you.

Please note

During periods where we receive very high numbers of applications, we will only reply to those we wish to advance.

We will only use the information you give us for recruitment purposes. By submitting your details to apply for a position, you consent to have your personal details used to process the job application. We will treat the information in strict confidence.

Contact
  • Email: recruitment@iprova.com
  • Nom du contact: Eileen Ho
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