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Data ScientistTata Consultancy ServicesUnited States
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Data Scientist

Tata Consultancy Services
  • US
    United States
  • US
    United States

About

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
Salary Range: $120,000-$150,000 a year
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  • United States

Languages

  • English
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