AI/ML Data Architect
hace 2 días
Basking Ridge
Emp Type: W2 (No C2C) Visa: Green Card, US Citizens (Only USA Applicants) Workplace Type: Onsite- Baskin Ridge NJ Experience: 15+ Yrs Seeking a highly experienced Senior AI/ML Data Architect with deep expertise in Telecom OSS/BSS systems, Network Operations, AI/ML, GenAI, Data Platforms, and Cloud Architecture. The ideal candidate will lead enterprise-scale AI-driven transformation initiatives focused on network intelligence, service assurance, predictive operations, automation, customer analytics, and OSS modernization. This role will define AI-enabled data architecture strategy, design scalable data platforms, and drive next-generation telecom solutions leveraging AI/ML, GenAI, real-time analytics, and cloud-native technologies. Key Responsibilities AI/ML & Data Architecture • Define enterprise AI/ML and data architecture roadmap for telecom OSS/BSS ecosystems., • Design scalable batch and real-time data platforms supporting network, service, customer, and operational analytics., • Architect AI-powered solutions for:, • Predictive Maintenance, • Fault Prediction, • Root Cause Analysis (RCA), • Capacity Forecasting, • Customer Experience Analytics, • Churn Prediction, • Network Optimization, • Service Assurance, • Design MLOps platforms supporting model development, deployment, monitoring, and governance. Telecom OSS/BSS Architecture • Architect integrations across:, • Inventory Management, • Provisioning, • Activation, • Service Fulfillment, • Service Assurance, • Workforce Management, • Performance Management, • Fault Management, • Drive OSS modernization initiatives and migration from legacy systems to cloud-native platforms., • Align architecture with TM Forum standards including SID, eTOM, ODA, and Open APIs. GenAI & Advanced Analytics • Design and implement Generative AI solutions for telecom operations., • Build AI copilots for NOC/SOC operations., • Implement RAG-based architectures using LLMs for telecom knowledge management and operational automation., • Drive AI governance, responsible AI, explainability, and model monitoring frameworks. Cloud & Data Engineering • Architect cloud-native data ecosystems on AWS, Azure, or GCP., • Design enterprise Data Lakes, Lakehouse, and Data Mesh architectures., • Implement streaming architectures using Kafka, Spark Streaming, Flink, Kinesis, or Pub/Sub., • Drive data quality, metadata management, lineage, cataloging, and governance initiatives. Required Skills Telecom Domain • OSS/BSS Architecture, • Service Fulfillment, • Service Assurance, • Inventory Management, • Network Operations Center (NOC), • 4G/5G Networks, • Fiber Networks, • SD-WAN, • TM Forum Standards (SID, eTOM, ODA, Open APIs) AI/ML • Machine Learning, • Deep Learning, • Generative AI, • LLMs, • NLP, • Predictive Analytics, • Time-Series Forecasting, • MLOps, • Responsible AI Data Technologies • Snowflake, • Databricks, • Hadoop, • Spark, • Kafka, • Flink, • Delta Lake, • Data Lakehouse, • Data Modeling, • ETL/ELT Cloud • AWS, • Azure, • GCP, • Kubernetes, • Docker, • Terraform Programming • Python, • PySpark, • SQL, • Scala, • Java Visualization • Tableau, • Power BI, • Looker, • Grafana Preferred Qualifications • Experience with Verizon, AT&T, T-Mobile, Rogers, Telus, BT, Vodafone, or other Tier-1 Telecom providers., • Experience implementing AI use cases for Network Operations and Service Assurance., • Knowledge of Ericsson, Nokia, Netcool, TIRKS, Cramer, ServiceNow, Splunk, Openet, or similar telecom platforms., • TOGAF Certification., • Cloud Architect Certification (AWS/Azure/GCP)., • Master's Degree in Computer Science, Data Science, Telecommunications, or related field. Nice to Have • Agentic AI platforms (LangGraph, LangChain, AutoGen, CrewAI), • Vector Databases (Pinecone, Milvus, Weaviate), • Knowledge Graphs, • NVIDIA AI ecosystem, • Telecom Digital Twin solutions, • Autonomous Network (AN) architecture experience. Ideal Level: Principal Architect / Enterprise Architect / CTA-level candidate with 15-20+ years of telecom experience and strong AI-led OSS transformation background. Please forward your resume and contact details to sahithis@surgetechinc.com /dakshayanip@surgetechinc.com .