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AI/ML Data Architect

eTeam Inc.

Basking Ridge, NJ

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JOB DETAILS
SKILLS
Access Control, Application Programming Interface (API), Artificial Intelligence (AI), Artificial Intelligence (AI) Agents, Automation, Best Practices, Business Solutions, Cloud Computing, Communication Skills, Continuous Deployment/Delivery, Continuous Integration, Customer Experience, Customer Relations, Data Management, Data Quality, DataArchitect Data Modeling Tool, Decision Support, Ecosystems, Information Technology & Information Systems, Information/Data Security (InfoSec), Leadership, Maintain Compliance, Metadata, Modeling Languages, Multiplatform/Cross-Platform, Network Administration/Management, Network Architecture/Engineering, Operational Support Systems (OSS), Performance Metrics, Predictive Modeling, Privacy Regulations, Regulatory Compliance, Technical Leadership, Technical/Engineering Design, Telemetry, Unstructured Data, Use Cases
LOCATION
Basking Ridge, NJ
POSTED
27 days ago
Job Description ,
We are seeking a Senior AI/ML Data Architect with strong expertise in Large Language Models (LLMs), AI agents, large?scale data systems, and end?to?end data pipeline creation, specifically within the Telecom domain. This role is responsible for architecting AI?ready data platforms that power intelligent automation, advanced analytics, and agent?based decision systems across OSS/BSS, network operations, and customer engagement.
The ideal candidate will bridge data architecture, AI/ML enablement, and telecom domain intelligence, enabling scalable, governed, and high?performance AI solutions.

Key Responsibilities:
LLM & AI Agent Architecture
Design and implement LLM?enabled architectures, including RAG (Retrieval?Augmented Generation) solutions using structured and unstructured telecom data.
Architect and govern AI agents and multi?agent systems for automation, diagnostics, decision support, and workflow orchestration.
Enable secure integration of LLMs and agents with enterprise data platforms, APIs, and business systems.
Define best practices for prompt engineering, model orchestration, evaluation, and feedback loops.

Large?Scale Data Architecture
Lead the design of large?scale, cloud?native data platforms capable of processing high?volume, high?velocity telecom data.
Architect low?latency and batch data ecosystems handling CDRs, network telemetry, logs, KPIs, customer interactions, and documents.
Select and implement appropriate data architecture patterns such as Lakehouse, Streaming?first, and Data Mesh.

Data Pipelines & Engineering
Design and oversee end?to?end data pipelines covering ingestion, transformation, enrichment, feature creation, and serving layers.
Build AI?ready pipelines optimized for LLM training, inference, agent context retrieval, and model lifecycle management.
Ensure real?time and batch pipeline reliability using observability, data quality checks, and automated monitoring.
Implement CI/CD?driven pipeline deployments and versioning.

Telecom Domain Enablement
Partner with OSS, BSS, Network Engineering, IT, and Business teams to translate telecom use cases into scalable AI data solutions.
Apply deep understanding of telecom KPIs, network layers, subscriber data, and operational workflows.
Enable AI use cases including:
Network anomaly detection & root?cause analysis
Intelligent NOC and assurance automation
Customer experience analytics & churn prediction
Fraud detection and revenue assurance

Governance, Security & Compliance
Define and enforce data governance, lineage, metadata management, and access control for large data and AI systems.
Ensure compliance with data privacy regulations and secure AI usage across platforms.
Establish responsible AI and LLM governance frameworks.

Technical Leadership
Act as a domain expert and solution authority for AI/ML data architecture.
Define architectural standards, reference models, and reusable frameworks.
Mentor engineers, architects, and data teams.
Contribute to enterprise AI and data transformation roadmaps.

Required Skills & Experience
Experience
12 years in data engineering, data architecture, or analytics platforms
5 years working in the Telecom domain (Network, OSS/BSS, 4G/5G)
Proven experience delivering LLM?based and AI?driven data platforms

Technical Skills
Strong expertise in LLMs, RAG architectures, and enterprise AI integration
Hands?on experience designing AI agents and agent orchestration frameworks
Deep knowledge of large?scale data systems (batch & streaming)
Expertise in creating robust, scalable data pipelines
Strong understanding of ML pipelines, feature engineering, and AI lifecycle needs
Advanced SQL and data modeling skills
Cloud experience with enterprise?scale AI and data workloads

Domain & Soft Skills
Strong telecom data and operations knowledge
Ability to translate complex technical designs into business value
Excellent communication, stakeholder engagement, and leadership skills

About the Company

e

eTeam Inc.

Looking for a great job? Join eTeam. We’re looking for talented staffing professionals to join our staff. We also provide contract assignments and full-time jobs at Fortune 2000 Companies. We’ve been named one of the best companies to work for by Staffing Industry Analysts and New Jersey Business.
COMPANY SIZE
100 to 499 employees
INDUSTRY
Other/Not Classified
FOUNDED
1998
WEBSITE
www.eteaminc.com

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