- Location
- Haifa, Haifa District,IL, IL
- Workplace
- Remote
- Type
- Full-time
- Department
- Engineering
- Seniority
- Senior
- Education
- PhD
- Source
- Eightfold
Description
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. 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. 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.