AI Engineer - Houston, TX(Onsite)

Satcon - Houston, TX

Full-time

Houston, TX

Professional, Scientific, and Technical Services

About the position

The AI Engineer position involves designing and implementing applications using large language models (LLMs) and foundation models. The role focuses on developing sophisticated prompting strategies, creating APIs to connect AI models with existing applications, and ensuring responsible AI usage. The successful candidate will optimize model performance and costs while working on domain-specific applications.

Responsibilities

• Design and implement applications using LLMs and foundation models (e.g., GPT-4, Claude, DALL-E)
• Develop sophisticated prompting strategies and chain-of-thought reasoning systems
• Create APIs and interfaces to connect AI models with existing applications
• Build RAG (Retrieval Augmented Generation) systems for domain-specific applications
• Ensure responsible AI usage, including safety measures and ethical considerations
• Optimize model performance and costs through efficient prompt design and caching strategies

Requirements

• Experience with AI platforms and APIs (OpenAI, Anthropic, etc.)
• Strong programming skills, especially in Python
• Familiarity with AI frameworks (LangChain, LlamaIndex)
• Understanding of vector databases and embedding technologies
• Knowledge of RAG architectures and prompt engineering
• Experience with web development and API integration
• Understanding of AI safety and ethical considerations
• Ability to adapt in a rapidly changing environment
• Ability to communicate insights and approaches in a simple, actionable manner
• Ability to work independently and with team members from different backgrounds
• Excellent attention to detail and problem-solving skills

Nice-to-haves

• Experience with fine-tuning and model evaluation
• Knowledge of semantic search and vector similarity
• Familiarity with AI orchestration platforms
• Understanding of token optimization and cost management
• Experience with multimodal AI applications
• Experience building solutions with AI agents
• Experience building AI solutions on AWS