Telecom Network Engineer with Python/ML 5G Wireless NetworksDiverse Lynx • United States
Telecom Network Engineer with Python/ML 5G Wireless Networks
Diverse Lynx
- United States
- United States
Über
Basking Ridge, NJ
Contract Role
Rate Offered: $55 - $58/hr
Onsite from Day 1
Required Skill: 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
Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.
Sprachkenntnisse
- English
Hinweis für Nutzer
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