Über
Location: Basking Ridge, NJ (Onsite)
Duration: Full time
Exp: 8-10+ Years
Job Description
:
Strong proficiency in
Python / R (Pandas, NumPy, Scikit-learn, PySpark)
Experience with
time-series data and event/alarm
analytics,sliding winsows, inmemory DB
Knowledge of machine learning algorithms for classification, clustering, and anomaly detection
Experience with
SQL, big data platforms (Spark, Hadoop),Kafka
Visualization tools:
Tableau, Power BI, Grafana, or Python visualization libraries Domain
Understanding of
Wireless Networks (2G/3G/4G/5G, RAN, Core)
Knowledge of IEN / IP / Ethernet networking concepts
Familiarity with network alarms, fault management, OSS/NMS systems
Roles & Responsibilities
Data Analysis & Insight Generation
Analyze large-scale wireless (RAN, Core) and IEN network alarm data from OSS/NMS systems
Identify patterns, trends, and recurring fault signatures across network domains
Develop KPIs and dashboards to track network health and fault trends
Machine Learning & Modeling
Build models for:
Alarm correlation and noise reduction
Root cause analysis (RCA)
Anomaly detection
Predictive fault and failure forecasting
Apply supervised and unsupervised learning techniques (clustering, classification, time-series analysis)
Data Engineering & Automation
Clean, normalize, and enrich alarm data from multiple sources
Integrate data from OSS, EMS, NMS, CMDB, and performance systems
Automate fault insight pipelines and model deployment
Collaboration & Operations Support
Work closely with NOC, Network Engineering, and Reliability teams
Translate analytical findings into operational recommendations
Support proactive maintenance and incident prevention initiatives
Visualization & Reporting
Create interactive dashboards and reports for real-time fault monitoring
Present insights clearly to technical and non-technical stakeholders
Generic Managerial Skills:
Strong analytical and problem-solving skills
Ability to communicate insights effectively
Experience working in cross-functional operational teams
Salary Range: $100,000-$120,000 a year
Ashish Rastogi
|
Sr. Technical Recruiter
Tel: +1 630 536 8202 Ext. 5578
Dir: +1 630 937 0278
|
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Over 23 Years of Innovation and Excellence in Delivery of IT Services
USA | India | Canada | UK | UAE | Mexico
Sprachkenntnisse
- English
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