28 applicants

Company

Hitachi Energy · 1 day ago

Stagiaire en recherche: Apprentissage machine en ligne pour réseaux électriques | Research Intern: Online Machine Learning for Power Grids

(HE)Remote_QC, Saint-Laurent

Internship, Full-time

Onsite

Intern/New Grad

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EnergyManufacturing

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Responsibilities

Perform literature survey to explore state-of-the-art AI methodologies and their applicability, strengths, and weaknesses. Focus will be on methodologies and tools used in the domains including (but not limited to) sequential and time series data.

Investigate methodologies to understand and interpret the decisions from ML models for power grid applications.

Apply and modify ML methodologies to develop solutions for power grid automation. Run experiments in python, prepare codebase.

Prepare a technical report, presentation on work accomplished during internship and/or publication in peer-reviewed conference.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Electrical EngineeringComputer ScienceApplied MathematicsMachine LearningPythonTensorflowPytorchScipySklearnAI MethodologiesPower Grid AutomationLiterature SurveyTechnical Writing

Required

PhD students/candidates in Electrical Engineering, Computer Science/Engineering or Applied Mathematics. Excellent senior year Master’s students with relevant experience are also welcome to apply.

In-depth understanding of AI/ML methodologies required, such as: classical and deep learning based supervised/unsupervised classification/regression and associated time series models.

Prior experience in technology screening through literature survey required.

Prior experience in developing machine learning based solutions for academic or industrial problems required.

Coding experience in Python and ML libraries (e.g., Tensorflow/Pytorch, Scipy, SkLearn) required.

Good communication skills (both written and spoken).

Preferred

Understanding and/or practical experience in one or more of the following fields preferred: continual learning, generalized learning, meta learning, scalable AI, probabilistic machine learning, lifelong learning, safe ML.

Graduate-level knowledge of probability, statistical methods, or optimization preferred.

Ability to do critical and innovative thinking. Ability to take lead in realizing ideas.

Prior experience in writing technical articles/reports is good to have.

Familiarity with power grid automation is good to have.

Benefits

Paid internship

Company

Hitachi Energy

Glassdoor

4.0

Hitachi Energy is a renewable energy company that provides energy consulting services.

Founded in 1950

Bengaluru, Karnataka, IND

10,001+ employees

http://www.hitachienergy.com/in/en

H1B Sponsorship

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2021 (7)