Senior Full-Stack Engineer

Human Agency is a rapidly scaling company focused on delivering AI-driven solutions and SaaS applications. They are seeking a Senior Full-Stack Engineer to lead development initiatives, contribute to SaaS products, and tackle challenges in backend architecture, frontend design, and AI/ML integrations, particularly in generative AI technologies.

Responsibilities:

• Develop backend algorithms to process articles, chunk content, and integrate with LLMs for predictive text generation
• Build APIs and services to manage and scale the application’s content workflow
• Create secure PDF upload workflows with encryption to ensure compatibility with Adobe Acrobat
• Integrate authentication mechanisms like Okta for enterprise customer admin management
• Enable data recovery, auditing capabilities, and enterprise-grade administrative tools
• Collaborate with AI/ML teams to operationalize models such as OCR (Optical Character Recognition) and generative AI-based solutions (e.g., GPT models)
• Implement RAG (Retrieval-Augmented Generation) use cases using vector databases and data embedding techniques to enhance application functionality
• Design workflows for large-scale data processing that enable efficient AI integrations and create dynamic AI-first features, such as custom GPTs tailored to enterprise needs
• Establish CI/CD pipelines and formal release structures for software delivery
• Conduct security evaluations to identify vulnerabilities and optimize performance across AI-driven SaaS applications
• Manage infrastructure and workflows for custom AI solutions, including tools like Snowflake and LangChain
• Build integrations and proof-of-concept applications leveraging company-specific datasets and AI technologies
• Evaluate and implement tools for classification, indexing, and secure data management that incorporate the latest in generative AI advancements
• Support the development of enterprise-grade AI solutions, including internal AI models and custom LLMs