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8747 Aws Java Architect jobs in Houston,TX

Staff AI / MLOps Engineer - Clinical AI

IMO Health

Houston, TX 77084

$170,000-$250,000/yr

Health Insurance

Experience with MLOps tools and workflows (e.g., MLflow, SageMaker, Kubeflow).
Strong system design skills for high-performance, distributed, and scalable systems.
Self-starter who can operate autonomously and own complex systems end to end.
Strong foundation in computer science fundamentals (data structures, algorithms, design patterns, operating systems, networking).
Excellent communication and collaboration skills across cross-functional, distributed teams.
Experience integrating and deploying LLMs, generative AI, and agentic systems in production environments.
Proven ability to translate business needs into scalable, reliable technical solutions, balancing technical debt and delivery velocity.
Bachelor's or Master's degree in Computer Science, Engineering, or a related technical field (or equivalent experience).
Deep experience with cloud platforms (AWS or Azure), containerization, and Infrastructure-as-Code.
Hands-on experience owning ML systems in production, including deployment, monitoring, retraining, and optimization.
Experience with Elasticsearch and vector databases for embedding-based search and retrieval.
Working knowledge of NLP concepts (tokenization, embeddings, classification, sequence modeling); healthcare exposure is a plus.
Experience designing and operating CI/CD pipelines, automation, and observability for ML systems.
8+ years of professional experience in software engineering, AI/ML engineering, or related roles, building and operating production-grade systems.
Expert-level coding skills in Python or Java, with a strong emphasis on production-quality software engineering practices.