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Software Engineer

Netflix - 1d ago

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Senior Software Engineer

Reddit - 4d ago

Machine Learning Engineer - Wireless Cellular Systems Analysis

AI Summary ✨

Requirements

  • 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.

Nice to Haves

  • Bachelor's, Master's, 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.

What You'll Be Doing

  • Collaborate with wireless software engineering teams to develop and integrate AI-powered, cellular performance analysis.
  • Design and develop cutting-edge ML models tailored for deep analysis of cellular logs from various sources.
  • Apply deep learning and reinforcement learning techniques to improve modem-level diagnostics and enhance performance optimization.
  • Work cross-functionally with platform architecture, standardization, firmware/protocol development, system test, Field Test, QA, and carrier engineering teams to drive enhancement proposals from concept to commercialization.
  • Impact the iPhone, iPad and Apple Watch user experiences worldwide.

Perks and Benefits

  • Joining the Wireless Technologies and Ecosystems (WTE) organization at Apple.
  • Being part of a best-in-class team of engineers driving innovation.
  • Working with multi-functional teams to develop products used by millions worldwide.
  • Opportunity to work with hardware and wireless software engineering teams to deliver innovative Apple wireless devices and iOS software features.
  • Contributing to the development of the next amazing Apple product.
Apply here
Apple logo

Apple

Germany

Experience: Senior
Posted: June 2, 2025
Python
machinelearning

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