Machine Learning Engineer

il y a 10 heures

Paris, France OCEANWINGS Temps plein

**About OceanWings**

OceanWings’ mission is to provide the Shipping Industry with the most efficient Wind Assisted Propulsion Systems, enabling them to reduce emissions, lower operational costs, and protect the long-term value of their investments. By making innovative technology accessible, OceanWings aims to become a global leader in the decarbonization of shipping, helping steer the industry towards wind energy as the most scalable and ready solution for a sustainable future.

**Context**

Within the Software Team, OceanWings is offering a Machine Learning Engineer internship (end-of-studies level) focused on artificial intelligence applied to the OceanWings® wind propulsion system.

You will contribute to the modeling, prediction, and optimization of wing performance through data-driven and hybrid (physics + AI) approaches.

**Main Missions**

Your missions will include the following:
**Technical Discovery & Collaboration**
- Discover the OceanWings® technology and understand the challenges related to wing performance modeling.
- Collaborate closely with the performance team to explore data and review relevant scientific literature.

**Research & Development**

Work on one or more focus areas:

- Develop time series forecasting models for wing performance prediction.
- Enhance vessel performance analysis using machine learning methods.
- Improve physics-based simulations with ML-enhanced models.
- Optimize data pipelines and ensure the robustness of model integration and monitoring.
- Document methodologies, model architectures, and technical choices.

**Profile & Skills**
- Education: 5-year engineering degree (Master’s level) with a specialization in Artificial Intelligence or Machine Learning.
- Experience: Hands-on experience developing end-to-end AI projects.

**Technical skills**:

- Strong proficiency in Python and ML frameworks such as scikit-learn, PyTorch, or TensorFlow.
- Solid understanding of supervised and unsupervised learning methods.

**Mindset**:

- Analytical, rigorous, and organized.
- Autonomous, curious, and eager to learn.
- Team-oriented and collaborative.

**Languages**:Fluent in English for technical and collaborative exchanges.

**Bonus Skills**:
Sailing or maritime experience.

Knowledge of Physics-Informed Neural Networks (PINNs) or Physics-Informed Machine Learning (PIML) — a strong plus but not mandatory.

**What We Offer**

Ownership of end-to-end R&D projects with real and measurable impact.

A collaborative technical environment working alongside experienced engineers.

Tangible deliverables you can showcase at the end of your internship.

A direct contribution to the energy transition of maritime transport.

A dynamic and pioneering startup culture, with a passionate team and regular social activities (foosball, afterworks, climbing, spikeball, and more).

**Conditions**

Contract: 6-month internship

Location: Paris, with occasional travel to the industrial site in Blainville-sur-Orne

**Working at OceanWings means...**
- Driving the future of sustainable maritime transport through innovative wind propulsion and smart technologies.
- Growing within a multidisciplinary, forward-thinking environment where ideas become real impact.

Type d'emploi : Stage
Durée du contrat : 6 mois

Rémunération : 1 000,00€ par mois

Avantages:

- Prise en charge du transport quotidien
- Travail à domicile occasionnel

Lieu du poste : En présentiel

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