Job ID: JOB_ID_5529
Job Summary:
We are looking for a skilled Telecom Network Engineer with expertise in Python/ML for 5G Wireless Networks. This is a contract position (C2C/W2) located in Basking Ridge, NJ. The role involves analyzing large-scale wireless network data, developing machine learning models for fault prediction and correlation, and automating network analysis workflows. The ideal candidate will have a strong background in wireless network technologies and data science, with the ability to translate analytical insights into actionable operational recommendations.
Responsibilities:
- 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.
Required Skills:
- Strong understanding of wireless network technologies, including 2G, 3G, 4G, 5G, RAN, and Core networks.
- Knowledge of IEN, IP, and Ethernet networking concepts.
- Familiarity with network alarms, fault management processes, and OSS/NMS platforms.
- Experience with reliability and operations metrics including SLA, MTTR, availability, and service performance.
- Strong analytical and problem-solving skills.
- Experience developing and delivering alarm correlation and RCA models that reduce false positives.
- Ability to produce predictive fault alerts to enable proactive maintenance.
- Experience delivering operational dashboards, documentation, and model performance reports for NOC and engineering teams.
- Proficiency in Python and R, with libraries like Pandas, NumPy, Scikit-learn, PySpark.
- Experience with SQL and big data platforms (Spark, Hadoop).
- Experience with data visualization tools (Tableau, Power BI, Grafana).
Additional Information:
This is a contract role (C2C/W2) in Basking Ridge, NJ. Candidates should be comfortable working with large datasets and applying machine learning techniques to solve complex network problems. Excellent communication skills are required to present findings to stakeholders.
Special Requirements
Contract C2C/W2
Compensation & Location
Salary: $55 – $75 per year (Estimated)
Location: Basking Ridge, NJ
Recruiter / Company – Contact Information
Email: kcort5@gmail.com
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