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Data Engineer (Internship)

Internship(6 months)
Paris
Occasional remote
Salary: Not specified

Wiremind
Wiremind

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Job description

At Wiremind, the Data Science team is responsible for the development, monitoring and evolution of all ML-powered forecasting and optimization algorithms in use in our Revenue Management systems. Our algorithms are divided in 2 parts:

  • A modelling of the unconstrained demand using ML models (e.g. deep learning, boosted trees) trained on historical data in the form of time-series

  • Constrained optimizations problems solved using linear programming techniques

The team is now entering a scaling phase where we will face the challenge to stay agile in terms of innovation while supporting and closely monitoring deployed algorithms.

This rapid growth comes with a multiplication of data sources and deployed predictive models. In order to maintain high prediction accuracies and ascertain data quality, we are looking for a Data Engineer Intern with a passion for software engineering and rigorous mind.

You will be joining a team shaped to have all profiles necessary to constitute an autonomous departement (devops, software and data engineering, data science, AIML, operational research).

There, you will support the ML engineers by improving our MLOps platform, work closely with software engineers to implement the data science algorithms in the client applications and exchange with the platform team to keep the infrastructure debt at a minimum.

As a Data Engineer Intern, you will be responsible for :

  • Help the team deploy our algorithms in production in a safe, scalable and maintainable way

  • Support the ML team in their use of the MLOPs framework

Technical stack:

  • Backend: Python 3.7+ with SQLAlchemy, Remoulade, Flask/FastAPI

  • Argo over an auto-scaled Kubernetes cluster for orchestration

  • Data-store: Postgresql, Elasticsearch, Redis

  • Gitlab for continuous delivery

  • Common ML libraries: TensorFlow, LightGBM, XGBooost, Pandas, Dask, Dash

THE BENEFITS OF THE JOB 🚀

  • International environment 🌍

  • Hyper-growth start-up: strong growth in our turnover and workforce 📈

  • Joining a committed team that offers you opportunities for development 🧑‍💻

  • Variety of tasks and a high degree of autonomy

  • Position based in the heart of Paris (Bd Poissonnière) ✨

  • Attractive remuneration indexed to performance 💪

  • Luncheon vouchers 🌮

  • A hybrid policy: 2 days’ remote a week and the possibility of occasionally working from abroad 💻

  • Start date: as soon as possible

  • Type of contract: internship


Preferred experience

  • Above average in terms of rigor and autonomy, you are proactive and curious.

  • Good general culture in computer science and you are looking for a quick progression perspective in an environment with best development practices.

  • Interested in solving business problems through technological solutions.


Recruitment process

  • A first, short introduction call with our Talent Acquisition Manager and/or a member of the Tech Team

  • A short technical test to be prepared before next interview will be sent ; you will be invited at our Paris offices for the case study restitution, and meet the team

Wiremind is committed to equal opportunities, diversity and fairness. We encourage all candidates with the necessary experience to apply for our vacancies.

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