Wireless Communication Data Scientist
hace 2 semanas
Company Description Are you passionate about uncovering valuable insights from complex data sets? Do you want to work in an organization where you are empowered and can make a difference? Do you want to be part of an exciting scale-up with massive upside potential? Come and join us at Spectrum Effect Spectrum Effect's mission is to solve the most challenging and costly problems in the wireless industry through innovation and automation. Our team is passionate about creating disruptive technologies, developing solutions with engineering excellence, and delivering substantial value to our customers. Protected by 30 patents and deployed by leading mobile operators across the globe, our Spectrum-NET software solution performs automated ML-driven analysis of radio access networks. Spectrum-NET is a cloud-native, horizontally scalable solution based on a Kubernetes-orchestrated microservices architecture. Our 50+ team, located in San Pedro Garza García, México, enjoys ownership in our private company through stock options and very competitive salaries. This is an amazing opportunity to join an emerging leader in the ML-driven automation space and make a profound impact on the mobile industry. **Job Description**: **Responsibilities** - Analyze measurement data from cellular networks to support development of and improvements to Spectrum-NET Machine Learning features. - Develop supervised and unsupervised ML solutions that’ll improve Spectrum-NET. Including the design of methodologies, experiment tracking, KPIs measurements, results communication and visualization. - Execute quick experiments and PoCs to find new areas of opportunities. - Communicate findings and results with the aid of visualization and storytelling. - Work with a multi modal team of software developers and wireless communication system engineers to bring ideas into fruition and provide value to our customers. - Write technical documents and papers specifying technical requirements, solutions, and product goals. **Qualifications**: **What you need to have**: - 3+ years of experience working as data science or analytics. - Bachelors 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 considered a plus. - Strong analytical skills in the areas of critical thinking, data analysis, research and problem solving. - Excellent written and communications skills in English. - Eligible to work in Mexico and travel internationally (
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