[xrecnet] 55022:Telecom Network Engineer with Python/ML 5G Wireless/// Basking Ridge, NJ

55022:Telecom Network Engineer with Python/ML 5G Wireless
Basking Ridge, NJ
6 months

 

Required:

•  Analyze large-scale wireless network alarm data across RAN, Core, and IEN domains from OSS, NMS, and EMS systems
•  Identify patterns, trends, and recurring fault signatures across multiple network domains
•  Develop KPIs and metrics to track network health, fault trends, availability, and reliability
•  Build machine learning models for alarm correlation, noise reduction, and false-positive suppression
•  Develop root cause analysis (RCA), anomaly detection, and predictive fault and failure forecasting models
•  Apply supervised and unsupervised learning techniques, including clustering, classification, and time-series analysis
•  Clean, normalize, enrich, and preprocess alarm and event data from multiple sources
•  Integrate data from OSS, EMS, NMS, CMDB, and performance management systems
•  Automate data pipelines, fault analytics workflows, and model deployment processes
•  Work with real-time and batch data processing platforms, including Spark and streaming technologies
•  Design and maintain interactive dashboards and reports for real-time fault monitoring and analysis
•  Visualize insights using tools such as Tableau, Power BI, Grafana, or Python visualization libraries
•  Present analytical findings clearly to both technical and non-technical stakeholders
•  Collaborate closely with NOC, Network Engineering, Reliability, and Operations teams
•  Translate analytical insights into actionable operational recommendations
•  Support proactive maintenance, incident prevention, and MTTR reduction initiatives
•  Develop solutions using Python and R, leveraging libraries such as Pandas, NumPy, Scikit-learn, and PySpark
•  Query and analyze data using SQL and big data platforms such as Spark and Hadoop
•  Apply strong understanding of wireless network technologies, including 2G, 3G, 4G, 5G, RAN, and Core networks
•  Apply knowledge of IEN, IP, and Ethernet networking concepts
•  Leverage familiarity with network alarms, fault management processes, and OSS/NMS platforms
•  Apply reliability and operations metrics including SLA, MTTR, availability, and service performance
•  Work effectively in cross-functional operational environments with strong analytical and problem-solving skills
•  Develop and deliver alarm correlation and RCA models that reduce false positives
•  Produce predictive fault alerts to enable proactive maintenance
•  Deliver operational dashboards, documentation, and model performance reports for NOC and engineering teams

 

 

Regards,

 
Satya
Technical Recruiter

Key Business Solutions, Inc|| Office: 916 646 2080 Ext 216 || Fax: 916 646 2081 || Email: satya@keybusinessglobal.com || Website: www.key-soft.com || Yahoo IM/G Talk: satyakeysoft 

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