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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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
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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
Hitachi Energy is a renewable energy company that provides energy consulting services.
Founded in 1950
10,001+ employees
H1B Sponsorship
Hitachi Energy has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (43)
2022 (56)
2021 (7)
Funding
Current Stage
Public CompanyTotal Funding
unknown2020-03-30IPO· bom:543187
Leadership Team
Ron Hunt
CFO Enterprise Software Solutions
A
Allie Anzelone
Site HR Business Partner
Recent News
2022-07-22
2022-05-28
Company data provided by crunchbase
