Machine Learning Engineer - Wireless Cellular Systems Analysis
Machine Learning Engineer - Wireless Cellular Systems Analysis
Posted on :
14-09-2025
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1 Vacancy
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Job Description
In this role you will collaborate with wireless software engineering teams to develop and integrate AI-powered -cellular performance analysis tools to detect radio link failures protocol inefficiencies and performance a Machine Learning Engineer you will be responsible to design and develop cutting-edge ML models tailored for deep analysis of cellular logs from various sources like lab field QA tests apply deep learning and reinforcement learning techniques to improve modem-level diagnostics and enhance performance optimization use pattern AI-driven recognition and anomaly detection to uncover hidden issues impacting wireless with application of 4G/5G domain knowledge for the development of advance ML models for deep analysis you will be working cross-functionally with platform architecture standardization firmware/protocol development system test Field Test QA and carrier engineering teams to drive the enhancement proposals from concept to commercialisation. As part of this team you will impact the iPhone iPad and Apple Watch user experiences worldwide.
- Proven experience in applying machine learning algorithms (and familiarity with ML libraries like TensorFlow PyTorch Scikit-learn etc.) to understand real-world data in particular for cellular technologies.
- Demonstrated programming skills in Python for ML model development and log processing.
- Good understanding of 3GPP standards(4G/5G) and cellular communications systems and technologies.
- Bachelors Masters or PhD in Computer Science Electrical Engineering AI or related fields.
- Knowledge of cloud-based ML deployment for large-scale modem log analysis.
- Solid understanding of 5G and LTE PHY/MAC/Protocol stack TCP/IP
- Experience in modem log analysis protocol stack debugging or Cellular SW development is a great plus.
- Thrive in a collaborative environment and can clearly communicate while expertly driving multiple projects across many teams.
- Obsessively passionate and inquisitive and seek to solve everyday problems in innovative ways.
- Strong analytical result oriented problem-solving approach with a laser-focus on the smallest details that are meaningful to our customers.
- Excellent debugging skills along with good interpersonal communication and presentation skills
Employment Type
Full-Time
Key Skills
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