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AI/ML Data Architect

AI/ML Data Architect

surge technology solutionsBasking Ridge, NJ

3 days ago

Computer Systems Engineers/ArchitectsDatabase ArchitectsData Warehousing Specialists
Computer Systems Design ServicesCustom Computer Programming ServicesComputing Infrastructure Providers, Data Processing, Web Hosting, and Related Services
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Emp Type: W2 (No C2C)
Visa: Green Card, US Citizens (Only USA Applicants)
Workplace Type: Onsite- Baskin Ridge NJ
Experience: 15+ YrsSeeking 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
  • ProvisioningActivationService FulfillmentService 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 DomainOSS/BSS Architecture
  • Service FulfillmentService Assurance
  • Inventory Management
  • Network Operations Center (NOC)4G/5G Networks
  • Fiber NetworksSD-WANTM Forum Standards (SID, eTOM, ODA, Open APIs)AI/MLMachine Learning
  • Deep Learning
  • Generative AILLMsNLPPredictive Analytics
  • Time-Series ForecastingMLOpsResponsible AIData Technologies
  • SnowflakeDatabricksHadoopSparkKafkaFlinkDelta LakeData Lakehouse
  • Data ModelingETL/ELTCloudAWSAzureGCPKubernetesDockerTerraformProgrammingPythonPySparkSQLScalaJavaVisualizationTableauPower BILookerGrafanaPreferred 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, Service Now, 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 GraphsNVIDIA 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 sahithi_s@surgetechinc.com /dakshayani_p@surgetechinc.com.

Also on the board Same function, level within a rung

Level

Manager

Location

Basking Ridge, NJ

Occupation

Computer Systems Engineers/Architects

Industry

Computer Systems Design Services

Posted

3 days ago

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