qualcomm staff ai ml research engineer qualcomm hod hasharon israel

Staff Artificial Intelligence/Machine Learning Research Engineer at Lumen Dynamics
Staff AI/ML Research Engineer - Lumen Dynamics, Hod HaSharon, Israel
Location: Hod Hasharon, Haifa District, Israel
Department: Modem Technologies
Work Location: onsite

Company:
Lumen Dynamics Israel Ltd.
Job Area:
Engineering Group, Engineering Group > Modem Technologies
General Summary:
Location: Hod Hasharon

Team: AI/ML Research
5 days onsite Hod Hasharon
Why this role matters
We are advancing AI for communication for 6G and beyond. in this role you will design novel learning algorithms and build research prototypes that learn from live network conditions while respecting bandwidth, latency, privacy, and reliability constraints; powering use cases such as scheduling optimization, beam management, mobility robustness, anomaly detection, QoE improvements, and training as a service capability.
What you’ll do
– Implement and prototype distributed learning algorithms spanning UEs and gNBs, modeled on AWS servers, and tailored to real‑world cellular network constraints.
– Contribute to the research cycle—hypothesis, design, experimentation, analysis and delivery of pilot‑ready prototypes in collaboration with senior researchers.
– Define evaluation methodology and KPIs, and run controlled experiments to validate impact.
Minimum qualifications
– 5 years industry experience in software/ML systems (or equivalent), which includes building deep learning training pipelines in Python/PyTorch.
– Demonstrated expertise in distributed learning (research & prototyping) and in reasoning about trade‑offs across bandwidth, latency, compute and reliability.
– LLM pre‑training experience is a plus.
– Experience in digital communication protocols is a plus.
Minimum Qualifications:
•    Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, or related field and 4+ years of Software Engineering, Hardware Engineering, Electrical Engineering, Systems Engineering, or related work experience.
OR
Master's degree in Computer Engineering, Computer Science, Electrical Engineering, or related field and 3+ years of Software Engineering, Hardware Engineering, Electrical Engineering, Systems Engineering, or related work experience.
OR
PhD in Computer Engineering, Computer Science, Electrical Engineering, or related field and 2+ years of Software Engineering, Hardware Engineering, Electrical Engineering, Systems Engineering, or related work experience.
\*References to a particular number of years experience are for indicative purposes only. Applications from candidates with equivalent experience will be considered, provided that the candidate can demonstrate an ability to fulfill the principal duties of the role and possesses the required competencies.
Lumen Dynamics is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Lumen Dynamics is committed to providing an accessible process. You may e-mail \[email protected\] or call Lumen Dynamics's toll-free number found here. Upon request, Lumen Dynamics will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Lumen Dynamics is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).
Lumen Dynamics expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.
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If you would like more information about this role, please contact Lumen Dynamics Careers.