Quick Overview
Seniority
Mid Senior
Work mode
Hybrid
Location
Irving, TX, United States
Posted
Yesterday
DockerFastAPISQLAWSMLOpsMLflowMachine LearningScikit-learnAzureDeep LearningGenerative AIGitGoogle CloudJavaKubernetesLLMPyTorchPythonRESTTensorFlow
Job Description
Job Title: Python AI/ML Engineer
Location: Irving, TX
AI/ML Engineer
Strong Python, LLM and Prompt engineering expertise with Java
Role Overview
- We are looking for a Senior AI/ML Engineer with strong hands-on experience across Machine Learning, Deep Learning, MLOps, Generative AI, and Agentic AI.
- The candidate will be responsible for designing, developing, deploying, and scaling AI solutions for enterprise use cases.
Key Responsibilities
- Design and develop end-to-end Machine Learning and Deep Learning solutions.
- Build and productionize ML models using appropriate algorithms and frameworks.
- Develop and manage MLOps pipelines covering model training, deployment, monitoring, and lifecycle management.
- Build Generative AI applications using LLMs, prompt engineering, embeddings, RAG, and vector databases.
- Design and implement Agentic AI solutions, including AI agents, tool calling, multi-agent workflows, and orchestration.
- Integrate AI solutions with enterprise APIs, databases, applications, and knowledge sources.
- Deploy scalable AI solutions on AWS, Azure, or Google Cloud Platform.
- Implement AI application monitoring, evaluation, observability, security, and responsible AI practices.
- Collaborate with product, engineering, data, and business teams to translate business problems into AI solutions.
- Mentor junior engineers and contribute to AI architecture and technology strategy.
Skill Requirements
Core Technical Skills
- Programming: Python, SQL
- Machine Learning: Scikit-learn, XGBoost/LightGBM
- Deep Learning: PyTorch / TensorFlow
- GenAI: LLMs, Prompt Engineering, Embeddings, RAG
- Agentic AI: LangGraph, LangChain or equivalent frameworks
- Vector Search: OpenSearch, FAISS, Pinecone or equivalent
- MLOps: MLflow, Docker, CI/CD, model deployment & monitoring
- Cloud: AWS / Azure / Google Cloud Platform
- APIs & Engineering: REST APIs, FastAPI, Git, containerization
Good to Have
- MCP and A2A protocols
- Multi-agent systems
- LLM and RAG evaluation
- AI observability and guardrails
- Kubernetes
- Knowledge Graph / Graph RAG
- Experience with enterprise-scale AI applications
Candidate Profile
- The ideal candidate should be a hands-on AI engineer who can take an AI use case from problem definition through development, deployment, and production monitoring.
- Strong problem-solving, communication, system-design, and mentoring skills are expected.
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