AI Engineer Job at Momento USA, New Jersey

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  • Momento USA
  • New Jersey

Job Description

JO Details

Client Name

Teknor Apex

Job Title

AI Engineer

C/CTH/Perm + Duration

Contract, potential cth after 6 months

Start date & Location

REMOTE. Rare travel, potentially once a year for contractors. Quarterly travel once hired full time

Remote?

REMOTE, ideally living in EST or CST time zone

MUST WORK EST HOURS

Position Overview

Join our cutting-edge AI initiative to build intelligent agents that seamlessly integrate with our Microsoft Fabric Data Lake as the central data hub, connecting structured data from Infor M3 ERP, Salesforce CRM, Anaplan planning platform, Uncountable PLM, and Freshworks helpdesk alongside unstructured data from SharePoint, file systems, and document repositories. We're seeking an AI Specialist to architect next-generation agents that understand and interact with complex business processes by leveraging our unified data architecture. This role involves creating sophisticated RAG systems, vector databases, and multi-modal AI capabilities that transform how our organization leverages both structured enterprise data and unstructured content across all touchpoints - from manufacturing and supply chain to customer relationships and product lifecycle management.

Key Responsibilities

AI Agent Architecture

  • Design agents connecting primarily to Microsoft Fabric Data Lake as central data repository
  • Access structured data from Infor M3 ERP, Salesforce CRM, Anaplan, Uncountable PLM, and Freshworks stored in Fabric
  • Process unstructured data from SharePoint, file systems, and document repositories outside Fabric
  • Implement RAG systems using FAISS, Pinecone, Weaviate, ChromaDB for hybrid structured/unstructured search
  • Build natural language interfaces for querying both lakehouse tables and external document sources
  • Create unified data processing pipelines combining Fabric data with external unstructured content

System Integration & Data Processing

  • Connect to Microsoft Fabric Data Lake using Delta Lake format and SQL endpoints
  • Access structured business data from all enterprise systems centralized in Fabric lakehouse
  • Integrate unstructured data sources: SharePoint documents, file servers, email archives
  • Process PDFs, Word docs, Excel files, images, and multimedia content from external systems
  • Implement real-time data streaming from Fabric Event Streams and external file monitoring
  • Build hybrid search capabilities combining Fabric structured data with external document vectors

Multi-Platform AI Development

  • Utilize OpenAI GPT-4, Anthropic Claude, Google Gemini, Meta LLaMA, and Cohere APIs
  • Implement model routing and fallback strategies across AI providers
  • Build agents using LangChain, LlamaIndex, AutoGen, CrewAI frameworks
  • Deploy containerized solutions with Docker/Kubernetes for scalability

Required Skills

Core Technical Expertise

  • 5+ years AI/ML development with enterprise data integration
  • 2 years Microsoft Fabric OR 3+ years with Azure Data Lake (but not ideal if they only worked with Azure Data Lake and not Fabric), or similar lakehouse platforms
  • Designing agents and can analyze best business cases for the agents
  • Advanced Python with AI/ML libraries (LangChain, LlamaIndex, Transformers)
  • SQL/KQL proficiency for complex data querying and analysis
  • Vector database expertise (FAISS, Pinecone, Weaviate, ChromaDB)
  • RAG system architecture and implementation at enterprise scale
  • Full-stack development (React/Angular frontend, FastAPI/Node.js backend)
  • Cloud platforms (Azure preferred, AWS/GCP experience as a 2 nd priority)
  • Containerization (Docker, Kubernetes) and DevOps practices
  • CI/CD pipelines and automated testing frameworks

AI & Machine Learning

  • Multi-LLM integration (OpenAI, Anthropic, Google, Cohere APIs)
  • Prompt engineering and advanced AI agent orchestration
  • Embedding models and semantic search optimization
  • Fine-tuning experience with domain-specific models
  • AI safety and governance implementation

Enterprise Integration

  • Microsoft Fabric Data Lake and Delta Lake architecture
  • SharePoint API integration and document processing
  • RESTful API design and microservices architecture
  • Real-time data streaming and event-driven systems
  • Enterprise security and authentication (OAuth, SSO)

Development & Deployment

AI Platform Experience

  • Multiple LLM providers (OpenAI, Anthropic, Google, Cohere) for text and multimodal processing
  • Vector databases (FAISS, Pinecone, Weaviate, ChromaDB) for semantic search across business data
  • Document processing tools (PyPDF2, PDFplumber, Tesseract OCR, Azure Document Intelligence)
  • Integration frameworks for Infor M3, Salesforce, Anaplan, Uncountable PLM, and Freshworks
  • Frontend frameworks (React, Angular, Vue.js) and backend (FastAPI, Django, Node.js)

Data Platform Knowledge

  • Microsoft Fabric Data Lake, Delta Lake, and lakehouse architecture expertise
  • Structured data access from Fabric tables containing ERP, CRM, and planning data
  • SharePoint integration for document libraries and collaborative content
  • File system monitoring and processing for external unstructured data sources
  • Azure Data Factory and Fabric Data Factory for ETL/ELT pipelines
  • Power BI integration for data visualization and reporting within Fabric ecosystem

Preferred Qualifications & Certifications

  • Microsoft Fabric Analytics Engineer or Azure AI Engineer Associate certification
  • Bachelor's/master's degree in computer science , AI/ML, or related field
  • Enterprise AI implementation experience in manufacturing or finance
  • Apache Spark and big data processing experience
  • Power BI development and advanced analytics
  • Agile/Scrum methodology and cross-functional team collaboration
  • Technical leadership and mentoring experience

Ibraheem Mohammad

Momento USA | Exceeding Customer Expectations

Email: ibraheem@momentousa.com

440 Benigno Blvd, Unit#A 2nd Floor. Bellmawr, NJ 08031

Interstate Business Park

Direct: 856-452-8848/ Desk: 856-456-1805 X 1019 / Fax: (866) 605-1171

Web:

Minority Certified by SWAM
One of the fastest growing company in NJ
Awarded fastest growing Asian American business by Diversitybusiness.com
E-verified Company

Note: Momento USA is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status.

Job Tags

Hourly pay, Permanent employment, Full time, Contract work, For contractors, Remote work,

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