Senior / Mid Wireless Communications Systems Engineer (LTE / 5G / Python / RAN Analytics / AI/ML)

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).

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

You’ll work on real production networks, collaborating with both wireless experts and software engineers to build scalable, intelligent solutions.

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.