AI PIPELINE ENGINEER

Ignite Fueling Innovation17 days ago
Huntsville, AL, United States
On-site
Full-time
Junior Level (1-3 years)

Job Description

Ignite is an ISO 9001:2015 and CMMI Services Level 3 certified, Service-Disabled Veteran-Owned Small Business (SDVOSB), headquartered in Huntsville, AL. By design, Ignite is a provider of professional services to customers in educational, federal, and commercial industries and in every action seeks to be the preeminent provider within this business space. Ignite upholds our values of competency, collaboration, innovation, reliability, and results through everything we do.

Ignite is currently seeking a driven, detail-oriented AI Pipeline Engineer to join our team! In this role, you will get to design, develop, and optimize AI pipelines leveraging cutting-edge tools and frameworks such as LangChain, Open WebUI, Embeddings Databases, and Azure Foundry to deliver impactful AI solutions.

Responsibilities include, but are not limited to:

  • 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.

Required Qualifications

  • 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.

Security Clearance Requirements:

Must have an active Secret Security Clearance

Education Requirements:

  • Bachelor’s Degree: in STEM Discipline

Other Requirements:

Must be a US citizen and be able to hold an active Security Clearance at the Secret Level.

Required Skills

Cloud Integration
Containerization (Docker)
Collaboration
Data Processing
Azure Foundry
Embeddings Databases
Orchestration (Kubernetes)
LangChain
AI Pipelines
Open WebUI
MLOps
Recommendation Systems
Model Deployment
Semantic Search
Problem-Solving
Python
Documentation