AI Engineer II
$7,094.23 per monthFedEx Ground
This position will be hybrid in: Memphis, TN / Plano, TX / Pittsburgh, PA. Candidates must live within a commutable distance from Memphis, Plano, or Pittsburgh to be eligible for this role. Employees will be required to work at a FedEx office location up to several times per week. Summary The AI Engineer is responsible for designing, developing, deploying, and maintaining artificial intelligence and machine learning solutions that support intelligent automation, predictive insight, and advanced analytics across the enterprise. As a hands-on builder, this role applies software engineering principles to write production-quality code, build scalable AI systems, including AI Agents and data pipelines, and integrate AI models into new and existing business applications. The AI Engineer collaborates closely with Data Scientists, Data Engineers, ML Ops Engineers, and Platform teams to bring machine learning models from prototype to production. A critical part of this function is ensuring that AI use cases are transitioned from experimentation into reliable, governed, and business-ready solutions by owning their complete operational readiness. This includes implementing robust observability, defining Service Level Objectives (SLOs), and establishing clear incident response and rollback strategies for AI services. Job Responsibilities Agent Deployment & LLMOps
- Deploy and operationalize ADK agents to Vertex AI Agent Engine (Reasoning Engines), Cloud Run, and Google Kubernetes Engine (GKE) using the Agent CLI and containerized Python runtimes.
- Establish automated evaluation suites using agents-cli eval, Vertex AI GenAI Evaluation Service, and continuous regression testing for reasoning, tool fidelity, and context relevance.
- Implement production-grade agent observability, session telemetry, step-by-step tracing, and latency monitoring using Cloud Trace, Cloud Logging, and Vertex AI Model Monitoring.
- Design, develop, and implement machine learning, optimization, and Operations Research solutions using clean, efficient, and maintainable production-quality code.
- Build and maintain data preprocessing, feature engineering, and model training workflows required for scalable model development.
- Optimize the performance, scalability, reliability, and maintainability of AI applications and deployed models.
- Evaluate, validate, and tune machine learning and optimization models to improve accuracy, efficiency, and business impact.
- Design and implement high-performance RAG (Retrieval-Augmented Generation) architectures integrated with ADK using Vertex AI Vector Search, BigQuery Vector Search, and Cloud Storage (GCS).
- Build scalable ingestion, chunking, and embedding pipelines using Python, Cloud Dataflow (Apache Beam), and Cloud Run Jobs.
- Integrate structured enterprise databases (BigQuery, Cloud SQL/AlloyDB pgvector, Firestore) as tool-accessible datastores for autonomous agents.
- Architect and develop multi-agent systems, workflow-based agents, autonomous tool-calling pipelines, and agent orchestration frameworks using the Google Agent Development Kit (ADK) in Python.
- Use the Google Agent CLI (agents-cli/adk) to scaffold, run, test, evaluate, and package agent projects across development, staging, and production environments.
- Implement advanced agentic patterns including graph-based workflow runtimes, hierarchical multi-agent delegation, human-in-the-loop (HITL) tool confirmations, and state/session memory management.
- Build custom agent tools, Model Context Protocol (MCP) integrations, and API connectors powered by foundation models on Vertex AI.
- Work closely with Data Scientists to transition research prototypes and experimental models into production-ready solutions.
- Partner with application and platform teams to integrate AI services, agents, and model endpoints into enterprise systems and workflows.
- Create and maintain documentation that supports model transparency, explainability, and business adoption.
- Ensure AI solutions comply with enterprise governance, security, and Responsible AI standards.
- Evaluate emerging AI technologies, including generative AI and LLM-based solutions, to drive innovation and business value.
- Strong programming skills in Python and experience building APIs and production-grade software.
- Solid understanding of machine learning, deep learning, and model development using frameworks such as PyTorch, TensorFlow, or similar.
- Experience with LLMs, prompt engineering, fine-tuning, AI agent frameworks, and RAG architectures.
- Knowledge of Operations Research and optimization techniques, including mathematical programming, simulation, decision modeling, and network optimization.
- Experience with optimization solvers such as OR-Tools, Gurobi, or similar.
- Proficiency in SQL, data modeling, data warehousing, and data pipeline development.
- Experience developing, training, evaluating, and deploying machine learning models from prototype to production.
- Strong knowledge of feature engineering, model evaluation, and scalable data processing pipelines.
- Experience working with SQL and NoSQL databases to support AI and analytics workloads.
- Knowledge of software engineering best practices including Git, automated testing, CI/CD, and RESTful API development.
- Experience with containerization and orchestration technologies such as Docker and Kubernetes.
- Familiarity with MLOps practices including model deployment, monitoring, lifecycle management, performance tracking, and operational readiness.
- Experience developing and deploying AI solutions on Google Cloud Platform (Google Cloud Platform), including Vertex AI, Agent Engine, Cloud Run, and GKE.
- Experience with cloud platforms such as Google Cloud Platform or Azure and associated AI/ML services.
- Familiarity with distributed data processing technologies such as Apache Spark or equivalent.
- Strong analytical, problem-solving, and communication skills with the ability to work effectively in Agile, cross-functional teams.
- Ability to communicate technical concepts to both technical and business stakeholders.
- Experience building user-facing applications using modern frontend frameworks (React, Vue.js, Angular, or similar) is a plus.
- Know Your Rights
- Pay Transparency
- Family and Medical Leave Act (FMLA)
- Employee Polygraph Protection Act
- E-Verify Notice (bilingual)
- Right to Work Notice (English) / (Spanish)
Vacancy posted 2 days ago
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