Data Scientist

Data Scientist

Basking Ridge, NJ

Job Description

Must Have Technical/Functional Skills

Technical:
• 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

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.