What are the responsibilities and job description for the AI/ML Lead (TX and FL) - H1b Transfers are also workable position at Centraprise?
AI/ML Lead
Dallas, TX or Tampa, FL – (Hybrid)
Contract to Hire (after 6 months) or Fulltime (Permanent)
Job Description:
Experience: 10 years of professional experience in software development and system design
Core Skills:
- Programming: Python
- API Development: FastAPI, scalable APIs
- Generative AI & LLMs: Generative AI, Retrieval-Augmented Generation (RAG), RAG architectures, LLMs, LLM fine-tuning, prompt engineering, model evaluation, embedding models
- Cloud Platforms: AWS, Azure, GCP
- System Architecture: system architecture design, end-to-end AI solution development, system and architecture design principles, distributed applications
- Data Engineering: vector databases, retrieval pipelines, data ingestion, data preprocessing
- DevOps & Containerization (Preferred): Docker, Kubernetes, CI/CD pipelines, DevOps practices
- Methodologies: performance tuning, optimization
- General Skills: problem-solving
Key Responsibilities:
- Architect and develop Generative AI applications using RAG frameworks for enterprise-scale solutions.
- Design and implement robust system architectures for AI-driven platforms ensuring scalability, security, and performance.
- Build and optimize APIs using FastAPI for seamless integration with AI models and data pipelines.
- Collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows.
- Implement data ingestion, preprocessing, and retrieval mechanisms for large-scale knowledge bases.
- Ensure compliance with best practices for cloud deployment (AWS, Azure, or GCP).
- Conduct performance tuning and optimization of AI models and APIs.
- Stay updated with the latest advancements in Generative AI, LLMs, and RAG methodologies.
Salary : $100,000 - $140,000