About Us
At Solid State of Mind, our mission is to pioneer the first truly autonomous workforce in the real world. We are leading the way in developing AI systems that deeply understand and adapt to their environments. Join us as we shape the future of intelligent, autonomous technology.
Job Overview
We are seeking a highly skilled 5G ORAN Machine Learning and Telecommunication Engineer to develop and implement ML-based xApps and rApps capable of real-time adaptation to fast-changing 5G network environments. Your role involves creating innovative machine learning models to enhance the performance, energy efficiency, and intelligent orchestration of next-generation radio access networks (RAN).
Your contributions will be vital in optimizing RAN KPIs and advancing 5G network capabilities through AI-powered automation.
Key Responsibilities
- Design, develop, and deploy ML-based xApps and rApps for the RAN Intelligent Controller (RIC), to optimize KPIs like energy efficiency, spectral efficiency, and handover success.
- Collaborate with telecom and systems engineering teams to integrate AI solutions across disaggregated ORAN components (O-RU, O-DU, O-CU).
- Analyze large-scale RAN data from gNodeBs and user equipment for actionable insights and pattern detection.
- Benchmark ML solutions to demonstrate performance improvements and operational benefits.
Qualifications
- Excellent problem-solving skills, creativity, and teamwork.
- Master’s or PhD in Computer Science, Electrical Engineering, Telecommunications, Machine Learning, or similar.
- 2+ years of experience applying ML to wireless network challenges.
- Strong knowledge of 5G RAN and ORAN architecture, including O-RU, O-DU, O-CU, and RIC.
- Familiarity with ONF/ORAN Alliance frameworks, O-RAN SC, and Open RIC platform.
- Proficiency in Python, TensorFlow or PyTorch, and ORAN APIs such as E2 and A1.
- Experience with Kubernetes, Docker, and cloud-native deployments.
- Good communication skills.
- Contributions to ORAN working groups or open-source projects are a plus.
What We Offer
- Competitive salary with stock options.
- Opportunity to influence the future of 5G networks.
- Innovative research environment bridging telecom and AI.
- Opportunities for growth and industry impact.
How to Apply
Interested candidates should send their resume, cover letter, and relevant project examples to jobs@solidstateofmind.com.