Do you enjoy solving complex problems at the intersection of wireless communications, data analysis, and machine learning? Do you want to work on real-world lte and 5g networks used by top mobile operators globally? At spectrum effect, we build ai-driven, cloud-native solutions that automate the analysis and optimization of radio access networks (ran). Our flagship platform, spectrum-net, leverages python, large-scale data processing, and machine learning to deliver actionable insights to mobile operators worldwide. Spectrum-net is commercially deployed by the wireless industry’s leading operators, performing ai-analysis of more than 8,000,000 nr and lte cells.
we’re a fast-paced team of disrupters located in seattle and monterrey, combining deep rf expertise with modern software engineering (kubernetes, microservices, cloud).
the role
we are looking for a wireless communications systems engineer (senior or mid-level) to help design and develop data-driven algorithms and analytics for lte and 5g networks.
this role is ideal for
* experienced engineers in ran / rf optimization with strong python knowledge, or
* candidates with a master’s or phd in electrical engineering, telecommunications, or related fields with strong analytical and programming skills
what you’ll do
* design and develop algorithms for lte / 5g network analysis and optimization
* analyze ran performance data (pm counters, kpis) using python (pandas, numpy)
* contribute to ai/ml-driven network analytics and feature development
* translate wireless network behavior into product features
* evaluate performance of new features in lab and live operator environments
* collaborate with software engineering teams to implement scalable solutions
* create technical documentation, reports, and research insights
* apply critical thinking and problem-solving to complex rf and data challenges
what we’re looking for
background in lte / 5g nr / ran / rf engineering / wireless communications
understanding of
* rf propagation, interference, and network performance
* ran kpis and performance management (pm counters)
* strong skills in python for data analysis (pandas, numpy)
* ability to work with large datasets and extract insights
* strong analytical thinking and problem-solving skills
* good communication skills in english
education / experience
* phd, master’s, or bachelor’s in electrical engineering, telecommunications, mathematics, or related field
* we welcome candidates with strong academic backgrounds (e.g., phd) even if they have limited industry experience
nice to have
* experience with ran vendors (nokia, ericsson, huawei, samsung)
* exposure to machine learning / ai applied to telecom or data analysis
* experience with nosql databases (mongodb, influxdb)
* familiarity with cloud environments, distributed systems, or microservices
why join spectrum effect
* real-world impact: your work directly improves live mobile networks used by millions
* cutting-edge tech: ai/ml + rf + cloud-native systems
* growth opportunity: work closely with experts in both telecom and software
* ownership & visibility: small team, big impact
* competitive compensation + stock options
hybrid role in monterrey, mexico
ready to build the future of ai-driven wireless networks? Apply now.
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