Israel Job Openings
Ribbon Communications
PhD - Doctoral Student
Petah Tikva
PART TIME
October 27, 2024
Ribbon Israel are looking for a Ph D, Doctoral Student for AI Project to join our system research team in Israel.
Responsibilities
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Research of Optical layer Network Digital Twin, combining Optical Hardware and Software AI/ML algorithms
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Performing Simulation of Optical phenomena, modeling of optical behavior, development of ML algorithms
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Participating in system architecture and requirements definition for the network Digital Twin-based implementation
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Participating in development and integration efforts, while providing answers to complex Optical system issues, arising from the digital twin activity
Key Challenges
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Selecting the models for the digital twin (statistical or a deterministic model)
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Optimal incorporation of measurements uncertainty into the digital twin model
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Use of the digital twin to give information regarding network operation and behavior
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Changing practices regarding the design and operation of optical networks based on a data driven, probabilistic based approach, rather than the established margin-based approach
Requirements
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Optics Ph D student/researcher in the area of Optical networks and Optical phenomena research
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Proven background and academia experience in Machine Learning algorithms research, and optical (preferred, Optical Communication) field research
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Proven programming experience in MATLAB/Python
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Must have master or Ph D level course work in Machine Learning and Optics (preferred, Optical Communication)
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Strong analytical skills, ability to see the whole picture and integrate different disciplines into a single, coherent picture
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Ability to simplify complicated problems while complying to the system requirements
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Registered student in an Israeli university, faculties of Physics/Optics/Electrical engineering
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Candidate must be in their 2nd year of Ph D after completing the required course work
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2 letters of recommendation from direct supervisor or person who is familiar with academic track of candidate
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Located in Israel
Position is for hybrid work (with mandatory 2 days per week to visit office)
Please Note:
'All qualified applicants will receive consideration for employment without regard to race, age, sex, color, religion, sexual orientation, gender identity, national origin, protected veteran status, on the basis of disability, or other characteristic protected by applicable law.'
We regret to inform you that this job opportunity is no longer available as it has expired
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