Jobs · Engineering · Alabama

AI PIPELINE ENGINEER

IGNITE · Huntsville, AL · 8 mo ago
EngineeringFull-time

Responsibilities

  • Design and implement AI pipelines for data ingestion, processing, and model deployment using frameworks like LangChain and Open WebUI.
  • Develop and manage embeddings databases to support semantic search, recommendation systems, and other AI-driven applications.
  • Integrate AI solutions with cloud platforms such as Azure Foundry to ensure scalability, reliability, and security.
  • Collaborate with cross-functional teams to identify requirements and deliver AI solutions tailored to business needs.
  • Optimize AI workflows for performance and efficiency, ensuring seamless integration with existing systems.
  • Stay updated on the latest advancements in AI tools, frameworks, and methodologies to continuously improve pipeline performance.
  • Document processes, workflows, and best practices for AI pipeline development and maintenance.

Requirements

  • Bachelor's degree in Computer Science, Engineering, or a related STEM field.
  • 3-5 years of experience working on AI pipelines, including data processing, model deployment, and integration.
  • Proficiency in frameworks such as LangChain, Open WebUI, and embeddings databases.
  • Experience with cloud platforms like Azure Foundry for AI solution deployment.
  • Strong programming skills in Python or similar languages, with a focus on AI and data processing libraries.
  • Ability to work independently while collaborating effectively with team members.
  • Excellent problem-solving skills and attention to detail.

Desired Qualifications

  • Familiarity with semantic search and recommendation systems.
  • Knowledge of distributed systems and scalable architectures for AI pipelines.
  • Experience with containerization tools like Docker and orchestration platforms like Kubernetes.
  • Understanding of MLOps practices for continuous integration and deployment of AI models.
  • Strong written and verbal communication skills to document and present technical solutions.

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