Orion Innovation ยท 6 hours ago
Full Stack Gen AI Engineer
Edison, NJ
Full-time
Onsite
Mid, Senior Level
4+ years expOrion Innovation is a premier, award-winning, global business and technology services firm. They are seeking an experienced AI Engineer to lead the design, development, and delivery of GenAI-powered systems that automate complex business processes. The role involves technical leadership, mentoring engineers, and collaborating closely with product managers and domain experts.
Big DataCloud ComputingInformation Technology
Responsibilities
Own the technical design and architecture of GenAI agent workflows within the Business Pod
Serve as a hands-on developer, actively contributing to the design, coding, and delivery of production-grade agents and tools
Lead code and design reviews, ensuring alignment with architectural standards and platform best practices
Collaborate with the AI Ops Core Pod to adopt and influence reusable assets, frameworks, and integration patterns
Design and implement LLM-powered agent workflows using frameworks such as LangChain, LangGraph, or CrewAI
Develop prompt chains, agent tools, and custom modules that support reasoning, summarization, and multi-step task execution
Integrate agents with enterprise systems (e.g., Workday, SAP, Salesforce) via REST APIs, SDKs, or message queues
Build and manage agent lifecycle components, including initialization, memory/state handling, and fallback logic
Implement and consume vector store integrations, prompt templates, and retrieval-augmented generation (RAG) techniques
Ensure workflows are robust, secure, and observable, with proper logging, monitoring, and exception handling
Partner with Product Managers, SMEs, and QA to translate business processes into agentic workflows and iterate based on feedback
Contribute to the automation of testing, deployment, and validation pipelines for AI agents
Maintain thorough documentation of agent behavior, design decisions, and integration logic for operational readiness and knowledge transfer
Qualification
Required
Bachelor's or Master's degree in Computer Science, Software Engineering, or a related technical field
4+ years of experience in developing and deploying production-grade AI/ML or automation solutions
Strong proficiency in Python, with hands-on experience using FastAPI, REST APIs, and background task orchestration
Deep familiarity with agentic frameworks such as LangChain, LangGraph, CrewAI, ReAct, or similar
Understanding of LLM orchestration, including prompt design, tool usage, context management, and agent memory
Experience integrating with enterprise systems via APIs, event/message queues (e.g., Kafka, Service Bus), and webhooks
Solid foundation in distributed system design, including state management, retries, error handling, and resilience
Experience with business process automation or workflow automation in real-world environments
Comfortable working with SQL/NoSQL databases, including data modeling and validation
Knowledge of containerization (Docker), orchestration platforms (Kubernetes), and deployment to cloud platforms (Azure, AWS, or GCP)
Understanding of security concepts including authentication (OAuth2), authorization, and secure API integration
Preferred
Contributions to open-source agent frameworks or AI tooling
Experience working with observability and monitoring tools to track agent performance
Exposure to knowledge graphs, memory management systems, or retrieval-augmented generation (RAG) pipelines
Company
Orion Innovation
Orion Innovation is an IT services and solutions provider helping organizations with Digital Transformation services.
5001-10000 employees
H1B Sponsorship
Orion Innovation has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (123)
2024 (74)
2023 (90)
2022 (138)
2021 (185)
2020 (226)
Funding
Current Stage
Late StageTotal Funding
unknown2018-10-22Acquired
2015-01-07Undisclosed
Leadership Team
Brian Bronson
Chief Executive Officer
Rajul Rana
Chief Technology Officer
Recent News
Hindu Business Line
2026-01-14
2025-10-21
Company data provided by crunchbase