Agentic AI Lead

Aspire Systems; Irving (TX); Hybrid; USD 160,000 - 170,000; Full time

Benefits offered by this job

Medical / Life Insurance

Paid holidays

FSA & HSA

401(k) plan and contributions

Aspire's Reward & Recognition program

Job summary

Aspire Systems is seeking an Agentic AI Lead to design, build, and deploy autonomous AI systems. You will develop self-reasoning agents that operate within a Microservices Architecture and connect LLMs to enterprise data sources using the Model Context Protocol (MCP).

Responsibilities include translating needs into technical specs, architecting multi-agent systems, developing MCP tooling, and integrating with Docker/Kubernetes-based microservices.

Qualifications

• 10+ years of experience in AI/ML or software architecture.
• Strong background in building autonomous agents and orchestration systems.
• Experience with MCP or similar data-connectivity protocols.

Responsibilities

• Translate client business problems into technical product specs.
• Communicate limitations and propose architectures.
• Design and deploy multi-agent systems with autonomous planning and execution.
• Build MCP servers/clients to expose data securely to LLMs.
• Wrap AI agents and RAG engines into modular microservices using Docker/Kubernetes.
• Orchestrate tools, APIs, and production databases for LLMs.
• Evaluate and optimize agentic workflows for efficiency.

Skills

Python

TypeScript

LangGraph

CrewAI

AutoGen

LangChain

Model Context Protocol

REST/API design

Distributed systems

Tools

Docker

Kubernetes

AWS

GCP

Azure

Kafka

RabbitMQ

LLM Tooling

Vector databases

Job description

Employment Type: Full Time with Aspire Systems

Experience: 10 years to 15 years

Role Overview

We are seeking an Agentic AI Lead to design, build, and deploy autonomous AI systems. In this role, you will move beyond basic prompt engineering to create self-reasoning agents that execute complex workflows. You will integrate these agents into our Microservices Architecture and leverage the Model Context Protocol (MCP) to connect LLMs seamlessly with enterprise data sources, development environments, and secure APIs

Key Responsibilities

Translate Needs: Convert ambiguous client business problems into highly technical product specifications for engineering activities.

Manage Expectations: Communicate limitations transparently while proposing viable alternative architectures

Agent Architecture: Design and deploy multi-agent systems capable of autonomous planning, reasoning, reflection, and task execution

MCP Tooling Development: Build and maintain Model Context Protocol (MCP) servers and clients to securely expose data, file systems, and enterprise tools to LLMs.

Microservices Integration: Wrap AI agents, RAG engines, and vector stores into modular, scalable microservices using Docker and Kubernetes.

Tool & API Orchestration: Implement advanced tool-calling architectures to connect LLMs to production databases, external APIs, and internal software systems

Pipeline Optimization: Evaluate and optimize agentic workflows for token efficiency, latency, context-window usage, and decision-making accuracy.

Required Skills & Qualifications

Programming: Expert proficiency in Python or TypeScript.

AI Orchestration: Hands-on experience with LangGraph, CrewAI, AutoGen, or LangChain.

Model Context Protocol: Practical experience implementing or consuming open-source and custom MCP tools/servers.

Architecture: Deep understanding of distributed systems, REST/gRPC APIs, message brokers (Kafka/RabbitMQ), and microservice communication.

Cloud & DevOps: Strong experience with containerization (Docker) and deploying services to cloud infrastructure (AWS, GCP, or Azure).

AI Expertise: Experience on vector databases embeddings, semantic search, and RAG pipelines

The salary range for this position takes into consideration a variety of factors, including but not limited to skill sets, level of experience, applicable office location, trainic licensure and certifications, and other business and organizational needs.

The salary range displays the minimum and maximum targets for this position across all US locations and has not been adjusted for any specific state differentials. It is not typical for a candidate to be hired at or near the top of the range for their role. A reasonable estimate of the current salary range for this position is $160,000 to $170,000. Please note that the salary range posted reflects the base salary only and does not include benefits, or variable bonus programs. Final compensation decisions will depend on the unique facts and circumstances of each candidate. Aspire offers the following benefits for this position, subject to applicable eligibility requirements:

• Medical / Life Insurance
• Paid holidays
• FSA & HSA
• 401(k) plan and contributions
• Aspire's Reward& Recognition program

About Aspire Systems

Aspire Systems is a $180+ million global technology services firm with over 4,900 employees worldwide, partnering with 275+ active customers. Founded in 1996, Aspire has grown steadily at a 19% CAGR since 2020.

Headquartered in Singapore, we operate across the US, UK, LATAM, Europe, the Middle East, India, and Asia Pacific regions, with strong nearshore delivery centers in Poland and Mexico. Aspire has been consistently recognized among India's 100 Best Companies to Work For for 12 consecutive years by the Great Place to Work Institute.

Who We Are

Aspire is built on deep expertise in Software Engineering, Digital Services, Testing, and Infrastructure & Application Support. We serve diverse industries including Independent Software Vendors, Retail, Banking & Financial Services, and Insurance.

Our proven frameworks and accelerators enable us to create future-ready, scalable, and business-focused systems, helping customers across the globe embrace digital transformation at speed and scale.

Why Join Aspire Systems

Being an Aspirian means being part of a future-ready, global workplace where you will work on emerging technologies, collaborate with diverse teams, and contribute to meaningful digital transformation initiatives.

We foster innovation, value diverse perspectives, and enable continuous learning and career growth — guided by our philosophy of "Attention. Always." Aspire also follows a hybrid work model, promoting flexibility, collaboration, and work-life balance.

Learn more about Life at Aspire: https://www.aspiresys.com/careers/life-at-aspire

Our Commitment to Diversity & Inclusion

At Aspire Systems, we foster a work culture that appreciates diversity and inclusiveness. We understand that our multigenerational workforce represents different regions, cultures, economic backgrounds, races, genders, ethnicities, education levels, personalities, and religions. We believe these differences make us stronger and are committed to building an inclusive workplace where everyone feels respected and valued.

Privacy Notice

Aspire Systems values your privacy. Candidate information collected through this recruitment process will be used solely for hiring purposes, handled securely, and retained only as long as necessary in compliance with applicable privacy laws.

Disclaimer

The above statements are not intended to be a complete statement of job content, but rather to serve as a guide to the essential functions performed by the employee in this role. Management retains the discretion to add or change the duties of the position at any time.