5G RAN Machine Learning Engineer
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Job description
We are seeking a Senior 5G RAN Machine Learning Engineer to join a high-performing wireless network analytics team. The ideal candidate will have strong expertise in Machine Learning, Data Science, Python, Spark, and Telecom (4G/5G RAN) to develop predictive models, analyze large-scale network performance data, and support AI-driven decision-making., * Develop and deploy Machine Learning models for wireless network performance analysis
- Analyze large-scale telecom datasets to identify trends and performance issues
- Build predictive analytics models and automation solutions
- Collaborate with RF, Network, and Data Science teams
- Create dashboards and visualizations to communicate business insights
- Support AI-driven optimization of 4G/5G network performance
Preferred BackgroundCandidates with experience supporting wireless carriers or telecom equipment providers such as Ericsson, Nokia, Mavenir, Verizon, AT&T, T-Mobile, DISH, Qualcomm, or similar environments are highly encouraged to apply.
Requirements
- 7+ years of experience in Data Science, Machine Learning, Data Analytics, or Data Engineering
- Strong programming skills in Python, SQL, and Spark/PySpark
- Experience with Machine Learning, Predictive Modeling, and Statistical Analysis
- Strong knowledge of Data Modeling and handling large datasets
- Experience with cloud platforms such as AWS, Azure, Google Cloud Platform, Databricks, or Snowflake
- Experience with Linux and Git-based version control
- Excellent analytical and communication skills
Preferred Qualifications
- Experience in 4G LTE, 5G NR, RAN, RF, OSS, or Wireless Network Performance
- Knowledge of telecom KPIs/KQIs and network analytics
- Experience with MLOps, MLflow, Docker, Kubernetes, or Hadoop ecosystems
- Familiarity with Time Series Forecasting, Decision Trees, Random Forest, Neural Networks, Clustering, PCA, and Regression Models
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