- Master's Degree
- Doctoral Degree
- Data Mining
- Regression Analysis
Mavenir is purpose-built to redefine mobile network economics for Communication Service Providers (CSPs). Our innovative solutions pave the way to 5G with 100% software-based, end-to-end, Cloud Native network solutions. Leveraging industry-leading firsts in VoLTE, VoWiFi, Advanced Messaging (RCS), Multi-ID, vEPC and Cloud RAN, Mavenir accelerates network transformation for more than 250+ CSP customers in over 130 countries, serving over 50% of the world’s subscribers.
Mavenir is looking for passionate and self-motived Intern engineers within its Access Products division to specify and drive research and development of virtualized RAN (vRAN) products based on its innovative virtualized platform for small cells and macro deployments. This is a great opportunity to work closely with System Engineers and an R&D team and to leverage your analytical skill to the future of cellular systems.
Ideal candidates will have a strong background in research and development, familiarity with 3GPP 5G NR and LTE standards and ecosystem and a passion for influencing development for a disruptive product and solution in a competitive marketplace.
This is a full-time, summer internship beginning approximately late May/June and ending in August.
Analyze and develop optimal algorithms to enhance 5G NR/LTE vRAN systems, including but not limit to PHY, MAC layers and SON.
Create a proof of concept design, prototype, simulation result and high-level design documents.
Present the result to a broad system engineering and research & development teams.
System-level simulation tools development: Calibrate/validate available tools, specifically channel model implementations, following 3gpp calibration methodology.
Design and system-level performance evaluation of channel estimation mechanisms, pre-coding/beamforming algorithms, in the DL context for both sub-6 GHz and mmWave 3gpp-NR-based systems.
Design and system-level performance evaluation of (MAC-)scheduling algorithms, for some selected QoS requirements, in the context of both sub-6 GHz and mmWave 3gpp-NR-based system
MS Degree in Electrical Engineering or Computer Science. Ph.D. Candidate is a plus.
Familiarity with 3GPP 5G NR and LTE standards in SON, MAC and PHY layers.
Familiarity with NFV standards and ecosystem.
Excellent inter-personal skills.
Outstanding verbal and written communication skills
Ability to quickly grasp and adapt to new technologies and concepts.
Specific areas of knowledge may include:
Machine Learning for 5G/LTE vRAN
Specialized in Machine Learning - Neural networks: Deep Neural Networks, Recurrent Neural Network; Classification and Regression analysis: SVMs; Clustering; Hypothesis testing, Reinforcement Learning.
Proficient in machine learning programing & platforms, e.g., TensorFlow, CUDA, GPU, Matlab, Python, R, Java, C++, etc.
Hands-on algorithm design, development and experiment skills in machine learning, data mining, data analytics, etc.
Security for 5G/LTE vRAN
DDoS, malware preventions
Trusted Software management process implementation
PKI set up/integration and IPSec
Real time security monitoring
Integration with Intrusion detection systems (IDS) and intrusion prevention systems (IPS)
Link and System level analysis for massive MIMO and 5G NR
Familiarity with 3GPP specifications related to massive MIMO and 5G NR
Proficient in looking at geometry, throughput, BLER, channel modeling aspects
Expertise in Matlab and C/C++
Virtualization and Containers for vRAN systems
Familiarity with virtualization and container concepts
Familiarity with LTE and 5G RAN networks
Knowledge of Docker containers/Kubernetes
MAC/Scheduler design for 5G
Support for differentiated services
Support for multiple numerologies and scheduling for different applications
Mavenir is committed to working with and providing reasonable accommodation to individuals with physical and mental disabilities. If you are a US applicant in need of special assistance or an accommodation while seeking employment, please e-mail email@example.com or call: +1-469-916-4393. We will make a determination on your request for reasonable accommodation on a case-by-case basis.
Mavenir is an Equal Employment Opportunity (EEO) employer and welcomes qualified applicants from around the world, regardless of their ethnicity, gender, religion, nationality, age, disability, or other legally protected status.