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.