Wireless Communication Data Scientist

hace 3 días


Monterrey, Nuevo León, México Spectrum Effect A tiempo completo

Unlock the Power of Wireless Data

Spectrum Effect is a pioneering organization that harnesses the potential of machine learning to revolutionize the wireless industry. We're seeking a talented Wireless Communication Data Scientist to join our team in Monterrey, Mexico.

About the Role

We're looking for a skilled data scientist with a passion for wireless communication systems. As a Wireless Communication Data Scientist, you'll play a crucial role in developing and improving our Spectrum-NET software solution. Your expertise will help us analyze measurement data from cellular networks, design and implement machine learning solutions, and communicate findings to our team.

Responsibilities

  • Analyze measurement data from cellular networks to support the development of and improvements to Spectrum-NET machine learning features.
  • Develop supervised and unsupervised machine learning solutions to enhance Spectrum-NET, including methodology design, experiment tracking, KPI measurements, results communication, and visualization.
  • Execute quick experiments and proof-of-concepts to identify new areas of opportunity.
  • Communicate findings and results with the aid of visualization and storytelling.
  • Collaborate with a multi-modal team of software developers and wireless communication system engineers to bring ideas to fruition and provide value to our customers.
  • Write technical documents and papers specifying technical requirements, solutions, and product goals.

Requirements

  • 3+ years of experience working in data science or analytics.
  • Bachelor's of science degree or higher in data science, computer science, applied statistics, electrical engineering, or mathematics.
  • Proficiency in Python and Python libraries such as Pandas, Numpy, Scikit-learn, Tensorflow, Keras, Torch, Matplotlib, Seaborn, etc.
  • Familiarity with cellular wireless communication systems concepts (NR, LTE, UMTS) and signal processing for wireless systems is considered a plus.
  • Strong analytical skills in critical thinking, data analysis, research, and problem-solving.
  • Excellent written and communication skills in English.
  • Eligible to work in Mexico and travel internationally (< 10%).

About Spectrum Effect

Spectrum Effect is a private company with a strong focus on innovation and automation. Our team enjoys ownership through stock options and competitive salaries. We're an emerging leader in the ML-driven automation space, and this is an amazing opportunity to make a profound impact on the mobile industry.


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