Find The RightJob.
Data Scientist
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
#LI-DM1
Location
Irving, TX
Job Function
TECHNOLOGY
Role
Data Scientist
Job Id
401116
Desired Skills
Python | Data scientist
Salary Range
$120,000-$150,000 a year
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