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