





Tier-1 employer, metro location, mid-level seniority but niche 5G+ML skillset moderates applicant density.
Significant telecom RAN and RF domain expertise required, limiting cross-industry transfer despite ML component.
Explicit 4–8 year requirement plus mandatory 3GPP, RF/tools and ML frameworks enforces strict filters.
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Lead 5G/5G-Advanced/LTE network performance characterization, optimization, and troubleshooting including RF and OTA parametric optimization.
Support wireless operators worldwide with onsite assistance for network rollout, enhancement, and inter-operability issue resolution.
Develop ML models using network data and participate in technology inter-operability tests, field trials, and technical documentation including white papers and presentations.
Bachelor's degree in Engineering or related field; Master's or PhD acceptable.
4-8 years of experience with deep technical expertise in 3GPP technology and end-to-end 4G/5G network performance analysis and optimization.
Proficiency in Python scripting and machine learning frameworks (TensorFlow, Keras, PyTorch, etc.).
Willingness and ability to travel up to 30% domestically and internationally.
Experienced in wireless network technologies focusing on 5G/5G-Advanced/LTE with hands-on experience in RAN infrastructure and network planning tools.
Ability to independently lead cross-functional engineering projects involving wireless operators, vendors, and internal teams globally.
Strong technical communication skills for presenting complex wireless system performance and machine learning solutions to diverse audiences.