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Machine Learning Phd Engineer
il y a 2 semaines
**Description**:
**Be the energy behind change. Join ABL Group.**
- INNOSEA, part of the ABL Group, is a specialized multidisciplinary engineering, strategy advisory, and R&D consultant in marine renewable energies. We work in offshore wind, floating solar PV, wave and tidal energy, deep-water technology, hydrogen power, and decarbonization initiatives. 100% dedicated to marine renewables, this commitment keeps us at the cutting-edge of the latest innovations in green technology. We offer a wide range of services throughout the development cycle of an asset or project, combined with market experience, to find the best engineering solutions to enable transformative action in our climate fight. We are based in France, Scotland, and Spain._
We are looking to hire a
**Machine Learning PhD Engineer,** to join our team of specialists in a dynamic and growing company and leader in marine renewables.
**What you will be doing?**:
As our
**Machine Learning PhD Engineer, **you will be working in a highly dynamic environment and collaborating closely with teams from one of the largest wind turbine manufacturers to develop the next generation of offshore wind turbine design tools.
In this dynamic context, we are actively seeking PhD graduates
While developing a good understanding of metamodels using advanced machine learning techniques, your objectives will be:
**Mastering Industry Tools**:
- Utilize specialized software such as OrcaFlex for analysis and simulation of offshore wind turbine systems.
**Developing Model Reduction Methods**:
- Design and implement model reduction methods specifically applied to offshore wind turbine foundations.
- Optimize models to ensure optimal accuracy while reducing computational complexity.
**Exploring Machine Learning Techniques**:
- Implement innovative metamodels for a more efficient approach to load calculation.
**Programming and Development**:
- Use programming languages, including Python, MATLAB, etc., to implement developed methodologies.
- Collaborate with the team to integrate solutions into the overall project framework.
**Collaboration and Communication**:
- Work closely with various team members and project partners.
- Regularly present progress, results, and conclusions during team meetings and review committees.
The role is based in Nantes, France, and the incumbent will have the right to work and reside in France. In this hybrid role, you will have a defined work location that includes remote work from home, in the office, and offshore/on-site as agreed with your supervisor. Flexibility to working hours and willing travel locally and internationally may be required occasionally.
**What we are looking for.**:
- **PhD degree** in hydrodynamics, structural analysis, or a related field. Engineering background, preferably with a specialization in hydrodynamics, structural analysis, or a related field.
- Three years of hands-on experience in developing numerical models, specifically in hydrodynamics, offshore structural analysis, or a related domain.
- Solid background in engineering with a preference for specialization in hydrodynamics, offshore structural analysis, or related fields.
- In-depth understanding of hydrodynamic principles and a comprehensive grasp of challenges associated with load calculation on offshore structures.
- Strong programming skills, particularly in languages suited for modeling and analysis (Python, MATLAB, etc.).
- Ability to develop and implement model reduction methods and learning techniques.
- Capability to work both independently and as part of a team, with excellent communication skills.
Desirable:
- Initial experience in the offshore wind sector
- Familiarity with machine learning methods and metamodel development.
- Demonstrated experience in using simulation tools such as OrcaFlex.
- Demonstrated experience in using structural FEA Analysis software such as ANSYS.
- Collaborative development of numerical tools
- Professional French.
**What is in it for you?**:
**Join us and grow with us.**
**About Innosea**:
ABL Group is a leading global independent energy and marine consultant working in energy and oceans to de-risk and drive the energy transition across the renewables, maritime and oil and gas sectors, offering our clients the deepest pool of world-class expertise across marine and engineering disciplines from more than 300 locations worldwide.
The ABL Group has offices in all major marine and energy hubs worldwide. We have 62 offices in 38 countries across Europe, Africa, the Americas, the Middle East, Asia, and Australia.
The ABL Group is a publicly listed company on the Oslo Stock Exchange (ABL).
