Senior Full-Stack Engineer
Human Agency5 months ago
Boston, MA, USASenior
Responsibilities
- Develop backend algorithms to process articles, chunk content, and integrate with LLMs for predictive text generation.
- Build APIs and services that manage and scale content workflows.
- Create encrypted PDF upload workflows compatible with Adobe Acrobat.
- Integrate Okta authentication for enterprise customer administration.
- Implement data recovery, auditing, and enterprise administrative capabilities.
- Operationalize OCR and generative AI models, including GPT-based solutions.
- Implement RAG use cases with vector databases and embedding techniques.
- Design large-scale data-processing workflows and AI-first features such as custom GPTs.
- Establish CI/CD pipelines and formal software release structures.
- Conduct security evaluations, identify vulnerabilities, and optimize AI-driven SaaS performance.
- Manage infrastructure and workflows for custom AI solutions using tools such as Snowflake and LangChain.
- Build integrations and proof-of-concept applications using company-specific datasets and AI technologies.
- Evaluate and implement classification, indexing, secure data-management, internal AI model, and custom LLM solutions.
Requirements
- Proficiency in Python and Ruby on Rails with significant backend experience.
- Experience designing secure systems, including encryption workflows and document protection mechanisms.
- Hands-on experience integrating generative AI tools such as OpenAI APIs, LangChain, or Hugging Face frameworks into SaaS applications.
- Strong knowledge of RAG techniques, vector databases such as Pinecone and Weaviate, and embedding pipelines.
- Ability to operationalize AI/ML models and build enterprise workflows.
- Frontend development experience with modern frameworks such as React and Vue, including the ability to assess and recommend technology stacks.
- Computer vision and OCR experience is preferred, particularly for complex document workflows.
- Experience with Okta, enterprise administrative tools, DevOps, CI/CD pipelines, secure release management, security evaluations, vulnerability assessments, and tool integrations is preferred.
- Strong automated and manual testing background.
- Ability to manage data recovery, audits, and compliance workflows.
- Strong problem-solving, analytical, communication, and collaboration skills.
Benefits
- Work location is US or Canada.
- US applicants are eligible for full-time employment; Canadian applicants engage as independent contractors.
- Collaborative, innovative, and supportive work environment.
- Opportunity to work on impactful enterprise AI and SaaS projects.
- Career growth opportunities.
Categories
About Human Agency
At Human Agency, we help people with big ideas expand their agency and deliver real impact. We partner with entrepreneurs and help run and grow their companies, embed within large organizations to lead their AI implementation and transformation, and build companies via our venture studio. We bring business, AI, marketing and technology expertise to build and scale innovative organizations from the ground up.