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Human Agency is seeking a Senior Full-Stack Engineer to develop scalable SaaS applications that incorporate AI and machine learning technologies. The ideal candidate will have a strong background in Python and Ruby on Rails, along with experience in generative AI tools and secure systems design.
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Job Summary
Lead development initiatives, contribute to SaaS products, and tackle challenges in backend architecture, frontend design, and AI/ML integrations with a focus on generative AI.
Develop secure PDF upload workflows with encryption, integrate authentication mechanisms like Okta, and enable data recovery and auditing capabilities.
Establish CI/CD pipelines, conduct security evaluations, and manage infrastructure for custom AI solutions, including tools like Snowflake and LangChain.
Matching Summary
Match Score: 75
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Human Agency is seeking a Senior Full-Stack Engineer to develop scalable SaaS applications that incorporate AI and machine learning technologies. The ideal candidate will have a strong background in Python and Ruby on Rails, along with experience in generative AI tools and secure systems design.
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Skills & Requirements
Must-have
Python and Ruby on Rails backend
Generative AI tools integration
RAG techniques and vector databases
Secure system design and encryption
Frontend modern frameworks experience
Nice-to-have
Computer vision and OCR expertise
Enterprise authentication systems
DevOps and CI/CD pipelines
Security evaluations and vulnerability assessments
Key Requirements
Proficiency in Python and Ruby on Rails
Experience integrating generative AI tools (OpenAI APIs, LangChain, Hugging Face)
Strong knowledge of RAG, vector databases, and embedding pipelines
Frontend development in modern frameworks (React, Vue)