NEWPosted 3 hours ago

Job ID: JOB_ID_5528

Job Description: Telecom Network Engineer with Python/ML 5G Wireless Networks

  • 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.

Compensation & Location

Salary: $60,000 – $120,000 per year (Estimated)

Location: Basking Ridge, NJ

Recruiter / Company – Contact Information

Email: an@savi-tech.com

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