Humanagency

Humanagency

Senior Full-Stack Engineer

US or Canada · Senior · Contract

Sponsorship not specifiedDetected 114 days ago
PythonRubyReactVue.jsRailsFull-Stack DevelopmentAlgorithmsSnowflakeVector DatabasesCI/CDDevOpsMachine LearningNLPComputer VisionLLMsRAGAuditingCommunicationProblem Solving

About the role

  • At Human Agency, we are shaping the future by combining cutting-edge AI solutions with intuitive software development.
  • As part of our team, you'll work on high-impact projects at the intersection of AI, machine learning, and secure software engineering.
  • We're seeking a Senior Full-Stack Engineer to join our growing team.

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.
  • 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.
  • 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.

Requirements

  • Proficiency in Python and Ruby on Rails, with significant backend experience.
  • Hands-on expertise in integrating generative AI tools, such as OpenAI APIs, LangChain, or Hugging Face frameworks, into SaaS applications.
  • Strong knowledge of RAG techniques, vector databases (e.g. Pinecone, Weaviate), and embedding pipelines.
  • Frontend development experience in modern frameworks (e.g, React, Vue), with the ability to assess and recommend appropriate tech stacks.
  • Experience with authentication systems (e.g., Okta) and enterprise administrative tools.
  • Experience in DevOps, CI/CD pipelines, and secure release management.
  • Strong testing background with experience in automated and manual testing.
  • Excellent communication skills and the ability to work collaboratively across teams.

Skills

  • Integrate authentication mechanisms like Okta for enterprise customer admin management.
  • Enable data recovery, auditing capabilities, and enterprise-grade administrative tools.
  • Establish CI/CD pipelines and formal release structures for software delivery.

Equal opportunity

  • Commitment
  • Human Agency is an Equal Opportunity Employer. We value diverse backgrounds and strive to build an inclusive culture where everyone feels welcomed and empowered.
  • Human Agency is an Equal Opportunity Employer.
  • We value diverse backgrounds and strive to build an inclusive culture where everyone feels welcomed and empowered.
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This listing is sourced directly from Humanagency's careers page and normalized into a canonical job model.