Data Scientist-2

Realign

United States

Accepting Applications Full-time On-site
Posted 2 weeks, 2 days ago 8 views 0 applications
Job Description
Irving, Texas 75014 Posted March 20th, 2026 Looking for more job opportunities? Click here! Job Type: Full Time Job Category: IT Job Description **Role** : Data Scientist **Location** : Irving, TX (ONSITE) **FTE ONLY** **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 Required Skills SQL APPLICATION DEVELOPER
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