What are the responsibilities and job description for the Lead GenAI AI-ML SME - Network Anomaly Agentic Program position at Rose International?
Date Posted: 09/28/2026
Hiring Organization: Rose International
Position Number: 508302
Job Title: Lead GenAI AI-ML SME - Network Anomaly Agentic Program
Job Location: Denver, CO, USA, 80022
Work Model: Onsite
Shift: Standard business hours
Employment Type: Temporary
FT/PT: Full-Time
Estimated Duration (In months): 13
Min Hourly Rate($): 70.00
Max Hourly Rate($): 72.00
Must Have Skills/Attributes: AI, LLM (Large Language Model), Testing
Experience Desired: Python software engineering (5 yrs); Production GenAI/LLM development (5 yrs); Agentic AI / AI agents (5 yrs); LangChain / LangGraph (5 yrs); RAG architecture and Vector search / embeddings (5 yrs)
Preferred Certifications/Licenses: Relevant certification or training in artificial intelligence, machine learning, data engineering,
**C2C is not available**
Job Description
***Only qualified Lead GenAI / AI-ML SME candidates located near Denver, Colorado, will be considered due to the position requiring an on-site presence. ***
Preferred Certifications
Category Primary Technologies: Core AI / GenAI: Python, LLMs, LangChain, LangGraph, RAG, prompt engineering, tool-calling agents
Network Anomaly Program: Network anomaly detection, incident triage, root-cause investigation, operational intelligence
Data and Search: Vector search, embeddings, hybrid retrieval, OpenSearch, Pinecone pgvector, PostgreSQL
Secondary Skills: Cloud AI services, observability, testing, and production deployment practices. Lead GenAI / AI-ML SME – Network Anomaly Agentic Program
Role
The ideal candidate is a hands-on AI/ML SME with strong software engineering discipline, deep GenAI delivery experience, and the consulting skills needed to translate network operations requirements into scalable agentic AI capabilities. Production monitoring experience is a valuable secondary skill, but the primary focus is AI solution architecture, LLM agent development, RAG design, and network anomaly use-case delivery.
Responsibilities
For information and details on employment benefits offered with this position, please visit here. Should you have any questions/concerns, please contact our HR Department via our secure website.
California Pay Equity
For information and details on pay equity laws in California, please visit the State of California Department of Industrial Relations' website here.
Rose International is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender (expression or identity), national origin, arrest and conviction records, disability, veteran status or any other characteristic protected by law. Positions located in San Francisco and Los Angeles, California will be administered in accordance with their respective Fair Chance Ordinances.
If you need assistance in completing this application, or during any phase of the application, interview, hiring, or employment process, whether due to a disability or otherwise, please contact our HR Department.
Rose International has an official agreement (ID #132522), effective June 30, 2008, with the U.S. Department of Homeland Security, U.S. Citizenship and Immigration Services, Employment Verification Program (E-Verify). (Posting required by OCGA 13/10-91.).
Hiring Organization: Rose International
Position Number: 508302
Job Title: Lead GenAI AI-ML SME - Network Anomaly Agentic Program
Job Location: Denver, CO, USA, 80022
Work Model: Onsite
Shift: Standard business hours
Employment Type: Temporary
FT/PT: Full-Time
Estimated Duration (In months): 13
Min Hourly Rate($): 70.00
Max Hourly Rate($): 72.00
Must Have Skills/Attributes: AI, LLM (Large Language Model), Testing
Experience Desired: Python software engineering (5 yrs); Production GenAI/LLM development (5 yrs); Agentic AI / AI agents (5 yrs); LangChain / LangGraph (5 yrs); RAG architecture and Vector search / embeddings (5 yrs)
Preferred Certifications/Licenses: Relevant certification or training in artificial intelligence, machine learning, data engineering,
**C2C is not available**
Job Description
***Only qualified Lead GenAI / AI-ML SME candidates located near Denver, Colorado, will be considered due to the position requiring an on-site presence. ***
Preferred Certifications
- AWS, Azure, or Google Cloud AI/ML certification preferred.
- Relevant certification or training in artificial intelligence, machine learning, data engineering, cloud architecture, or software engineering preferred.
- Network, telecom, or operations-focused certifications are a plus.
- Strong Python software engineering experience with hands-on GenAI, AI/ML, or LLM-based application delivery.
- Experience with LangChain, LangGraph, or equivalent agentic AI frameworks.
- Strong understanding of LLM APIs, tool calling, prompt engineering, structured outputs, streaming, and agent orchestration patterns.
- Experience designing RAG solutions using embeddings, vector search, hybrid retrieval, re-ranking, and answer generation.
- Ability to operate as a technical SME with strong communication, consulting, solution design, and stakeholder-facing skills.
- Experience with network operations, anomaly detection, incident analysis, telecommunications, or enterprise operations use cases preferred.
- Working knowledge of cloud AI services, APIs, databases, observability, testing, and production deployment practices.
Category Primary Technologies: Core AI / GenAI: Python, LLMs, LangChain, LangGraph, RAG, prompt engineering, tool-calling agents
Network Anomaly Program: Network anomaly detection, incident triage, root-cause investigation, operational intelligence
Data and Search: Vector search, embeddings, hybrid retrieval, OpenSearch, Pinecone pgvector, PostgreSQL
Secondary Skills: Cloud AI services, observability, testing, and production deployment practices. Lead GenAI / AI-ML SME – Network Anomaly Agentic Program
Role
The ideal candidate is a hands-on AI/ML SME with strong software engineering discipline, deep GenAI delivery experience, and the consulting skills needed to translate network operations requirements into scalable agentic AI capabilities. Production monitoring experience is a valuable secondary skill, but the primary focus is AI solution architecture, LLM agent development, RAG design, and network anomaly use-case delivery.
Responsibilities
- Serve as the AI/ML SME for a network anomaly agentic AI program, advising on solution design, technical direction, and implementation approach.
- Design and develop LLM-powered agents and multi-agent workflows for network anomaly detection, triage, root-cause investigation, and operational insight generation.
- Build RAG capabilities using network data, documentation, incident history, knowledge bases, and operational procedures.
- Lead prompt engineering, tool-calling, agent routing, structured outputs, and evaluation patterns for reliable AI-assisted network operations.
- Partner with architects, engineers, data teams, product owners, and client stakeholders to convert business and network operations needs into actionable AI capabilities.
- Support code reviews, architecture discussions, sprint delivery, documentation, and knowledge sharing across the GenAI engineering team.
- **Only those lawfully authorized to work in the designated country associated with the position will be considered.**
- **Please note that all Position start dates and duration are estimates and may be reduced or lengthened based upon a client’s business needs and requirements.**
For information and details on employment benefits offered with this position, please visit here. Should you have any questions/concerns, please contact our HR Department via our secure website.
California Pay Equity
For information and details on pay equity laws in California, please visit the State of California Department of Industrial Relations' website here.
Rose International is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender (expression or identity), national origin, arrest and conviction records, disability, veteran status or any other characteristic protected by law. Positions located in San Francisco and Los Angeles, California will be administered in accordance with their respective Fair Chance Ordinances.
If you need assistance in completing this application, or during any phase of the application, interview, hiring, or employment process, whether due to a disability or otherwise, please contact our HR Department.
Rose International has an official agreement (ID #132522), effective June 30, 2008, with the U.S. Department of Homeland Security, U.S. Citizenship and Immigration Services, Employment Verification Program (E-Verify). (Posting required by OCGA 13/10-91.).