The role emphasizes building reliable, context-aware systems using Model Context Protocol (MCP) to manage and standardize model context, inputs, and tool interactions across agentic workflows. Key ...
Quick apply
The role emphasizes building reliable, context-aware systems using Model Context Protocol (MCP) to manage and standardize model context, inputs, and tool interactions across agentic workflows. Key ...
Quick apply
The role emphasizes building reliable, context-aware systems using Model Context Protocol (MCP) to manage and standardize model context, inputs, and tool interactions across agentic workflows. Key ...
Responsible AI AI Guardrails Model monitoring Risk management Compliance controls Implement and support MCP (Model Context Protocol) integrations and AI interoperability solutions. Architect ...
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Responsible AI AI Guardrails Model monitoring Risk management Compliance controls Implement and support MCP (Model Context Protocol) integrations and AI interoperability solutions. Architect ...
... model context protocol (MCP)
... model context protocol (MCP)
Annapolis Junction, MD · On-site
$308K/yr
Summary: • Lead development of decision support platforms for Computer Network Operations. • Design Python services for agent orchestration and Model Context Protocol servers. • Build data ...
Annapolis Junction, MD · On-site
$308K/yr
Summary: • Lead development of decision support platforms for Computer Network Operations. • Design Python services for agent orchestration and Model Context Protocol servers. • Build data ...
Annapolis Junction, MD · On-site
$308K/yr
Summary: • Lead development of decision support platforms for Computer Network Operations. • Design Python services for agent orchestration and Model Context Protocol servers. • Build data ...
Annapolis Junction, MD · On-site
$308K/yr
Summary: • Lead development of decision support platforms for Computer Network Operations. • Design Python services for agent orchestration and Model Context Protocol servers. • Build data ...
Python,TypeScript or JavaScript,AI coding agents Claude Code, Copilot, Cursor, Anthropic SDK or Microsoft Agent Framework or LangGraph, MCP (Model Context Protocol) Why Join Extreme Networks There ...
Python,TypeScript or JavaScript,AI coding agents Claude Code, Copilot, Cursor, Anthropic SDK or Microsoft Agent Framework or LangGraph, MCP (Model Context Protocol) Why Join Extreme Networks There ...
Python,TypeScript or JavaScript,AI coding agents Claude Code, Copilot, Cursor, Anthropic SDK or Microsoft Agent Framework or LangGraph, MCP (Model Context Protocol) Why Join Extreme Networks There ...
Quick apply
Python,TypeScript or JavaScript,AI coding agents Claude Code, Copilot, Cursor, Anthropic SDK or Microsoft Agent Framework or LangGraph, MCP (Model Context Protocol) Why Join Extreme Networks There ...
Washington, DC · On-site
$117K - $161K/yr
Help structure NOS data and design the Model Context Protocol interfaces that let AI agents read and act on platform data safely. • Partner across the squad. Work with data scientists, AI/ML ...
Washington, DC · On-site
$117K - $161K/yr
Help structure NOS data and design the Model Context Protocol interfaces that let AI agents read and act on platform data safely. • Partner across the squad. Work with data scientists, AI/ML ...
Manassas, VA · On-site
... Model Context Protocol) integrations enabling AI assistants to securely interact with enterprise tools and development platforms. • Develop reusable services, SDKs, templates, and reference ...
Manassas, VA · On-site
... Model Context Protocol) integrations enabling AI assistants to securely interact with enterprise tools and development platforms. • Develop reusable services, SDKs, templates, and reference ...
... model registries, monitoring, and version control of context protocols. • Produce rapid prototypes, run benchmarks, and conduct robustness/adversarial testing in realistic environments. • Work ...
... model registries, monitoring, and version control of context protocols. • Produce rapid prototypes, run benchmarks, and conduct robustness/adversarial testing in realistic environments. • Work ...
We leverage Claude and the Model Context Protocol (MCP) to supercharge our development lifecycle, while architecting production-grade solutions on Google Vertex AI to build agents that automate ...
We leverage Claude and the Model Context Protocol (MCP) to supercharge our development lifecycle, while architecting production-grade solutions on Google Vertex AI to build agents that automate ...
Chantilly, VA · Hybrid
Experience with Model Context Protocol * Experience with agent frameworks, data engineering, vector databases, SQL engines, distributed systems, RAG * Bachelors degree Security Clearance: * Active TS ...
Chantilly, VA · Hybrid
Experience with Model Context Protocol * Experience with agent frameworks, data engineering, vector databases, SQL engines, distributed systems, RAG * Bachelors degree Security Clearance: * Active TS ...
Reston, VA · On-site +1
$220K - $250K/yr
You will lead the design and implementation of semantic APIs, Model Context Protocol (MCP) integrations, and context-aware service patterns that power next-generation intelligence workflows. This ...
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Reston, VA · On-site +1
$220K - $250K/yr
You will lead the design and implementation of semantic APIs, Model Context Protocol (MCP) integrations, and context-aware service patterns that power next-generation intelligence workflows. This ...
You will lead the design and implementation of semantic APIs, Model Context Protocol (MCP) integrations, and context-aware service patterns that power next-generation intelligence workflows. This ...
You will lead the design and implementation of semantic APIs, Model Context Protocol (MCP) integrations, and context-aware service patterns that power next-generation intelligence workflows. This ...
Experience with Model Context Protocol * Bachelors degree Security Clearance: * Active TS/SCI with polygraph clearance #LI-Defense
Experience with Model Context Protocol * Bachelors degree Security Clearance: * Active TS/SCI with polygraph clearance #LI-Defense
Develop integrations across LLMs, APIs, data sources, and Model Context Protocol (MCP) interfaces to enable intelligent agents to interact with external systems, retrieve context, and take action ...
Develop integrations across LLMs, APIs, data sources, and Model Context Protocol (MCP) interfaces to enable intelligent agents to interact with external systems, retrieve context, and take action ...
Develop integrations across LLMs, APIs, data sources, and Model Context Protocol (MCP) interfaces to enable intelligent agents to interact with external systems, retrieve context, and take action ...
Develop integrations across LLMs, APIs, data sources, and Model Context Protocol (MCP) interfaces to enable intelligent agents to interact with external systems, retrieve context, and take action ...
Columbia, MD · On-site
$149K - $175K/yr
Experience designing and implementing Model Context Protocol (MCP) integrations, tool interfaces, or model-driven service architectures. * Ability to analyze business, customer, or mission ...
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Columbia, MD · On-site
$149K - $175K/yr
Experience designing and implementing Model Context Protocol (MCP) integrations, tool interfaces, or model-driven service architectures. * Ability to analyze business, customer, or mission ...
Columbia, MD · On-site
$149K - $175K/yr
Experience designing and implementing Model Context Protocol (MCP) integrations, tool interfaces, or model-driven service architectures. * Ability to analyze business, customer, or mission ...
Columbia, MD · On-site
$149K - $175K/yr
Experience designing and implementing Model Context Protocol (MCP) integrations, tool interfaces, or model-driven service architectures. * Ability to analyze business, customer, or mission ...
$130K - $156K/yr
Stand up MCP (Model Context Protocol) servers, CLI tools, and agent testing frameworks * Deliver platform configuration and integrations (CI/CD pipelines, repositories, environments, guardrails)
$130K - $156K/yr
Stand up MCP (Model Context Protocol) servers, CLI tools, and agent testing frameworks * Deliver platform configuration and integrations (CI/CD pipelines, repositories, environments, guardrails)
| Aspect | Model Context Protocol | Data Analyst |
|---|---|---|
| Required Credentials | Knowledge of data modeling, API protocols, and software development | Bachelor's degree in statistics, mathematics, or related field |
| Work Environment | Technical teams, software development, AI/ML projects | Business intelligence, reporting, data visualization |
| Industry Usage | Tech, AI, software development | Finance, marketing, healthcare, business |
| Search & Comparison Intent | Understanding technical protocols for AI models | Analyzing data for insights and decision-making |
The Model Context Protocol focuses on technical data exchange and AI model integration, requiring programming and API knowledge. In contrast, Data Analysts interpret data to generate reports and insights, often working with business tools. Both roles involve data but serve different functions within organizations.

Full-time
Posted 7 days ago
We're looking for a Generative Al Engineer to architect and build next-generation Al products powered by large language models (LLMs), agent frameworks, and agentic pipelines. The role emphasizes building reliable, context-aware systems using Model Context Protocol (MCP) to manage and standardize model context, inputs, and tool interactions across agentic workflows.
Key responsibilities
* Design, prototype, and productionize LLM-based features and conversational agents using modern LLM APIs and frameworks.
* Implement and enforce MCP (Model,Context Protocol) patterns to structure prompts, context windows, tool calls, and metadata for consistent multi-turn and cross-tool behavior.
* Build and orchestrate agentic systems (planners, executors, tool chains) that integrate LLMs with external APis, knowledge bases, and tooling.
* Develop retrieval-augmented generation (RAG) pipelines, embeddings, and document indexing; manage vector DB integrations.
* Create evaluation pipelines and prompt engineering experiments; measure hallucination rates, factuality, latency, and
cost.
* Design and implement safety, guardrails, and monitoring: content filtering, adversarial testing, rate limits, and alerting for model failure modes.
* Optimize inference cost and latency across providers and on-prem hosts (quantized models, batching, caching).
* Build CI/CD and reproducible workflows for model versions, prompt artifacts, and MCP schema migrations; document
MCP conventions and laternal best practices.
Required qualifications
* 3+ years ML engineering or applied Al experience, with 1-2+ years working directly with LLMs and generative systems.
* Hands-on experience with LLM APls and agent frameworks (eg, LangChain, Llamaindex, Haystack, or equivalent).
* Practical experience implementing or following a Model Context Protocol (MCP) - structuring context, metadata, prompt templates, tool interfaces, and context stitching across sessions.
* Strona Pvthon engineerina skills: experience buildina production-arade microservices and APIs.