CrawlJobs Logo

Gen AI Solutions Product Architect

https://www.citi.com/ Logo

Citi

Location Icon

Location:
United States, Irving

Category Icon
Category:
IT - Software Development

Job Type Icon

Contract Type:
Employment contract

Salary Icon

Salary:

156160.00 - 234240.00 USD / Year

Job Description:

Drive the development of a modular, reusable Gen AI product suite that enables cross-functional teams to deploy AI solutions rapidly without deep business context. Architect plug-and-play Gen AI modules and foster an open-source-like community for contributions. This role demands a blend of product strategy, technical architecture, and cross-functional collaboration to ensure solutions are scalable, user-friendly, and aligned with enterprise needs.

Job Responsibility:

  • Define the product vision and roadmap for reusable Gen AI modules
  • Architect parameterized, business-agnostic solutions that abstract complexity
  • Design APIs and microservices to expose modules as reusable components
  • Standardize patterns across use cases
  • Integrate LLM workflows with traditional ML and enterprise systems
  • Optimize performance of Gen AI components and ensure scalability
  • Partner with business teams to map their needs to pre-built modules
  • Build developer tools to help teams self-serve
  • Foster an open-source-like community
  • Develop documentation, tutorials, and sandbox environments for testing modules
  • Train teams on best practices
  • Track metrics: Module reuse rate, contribution volume, time-to-deploy for new use cases

Requirements:

  • Hands-on experience with LLM integration (e.g., OpenAI, Anthropic, Llama 2) and frameworks (LangChain, LlamaIndex)
  • Expertise in RAG workflows: Document chunking (sentence transformers), vector DBs (Pinecone, FAISS), and hybrid search
  • Familiarity with text-to-SQL systems, few-shot/chain-of-thought prompting, and traditional ML (clustering with scikit-learn, PyTorch)
  • Proficiency in Python, API design (FastAPI, Flask), and cloud platforms (AWS Sagemaker, Azure AI)
  • Experience with CI/CD, containerization (Docker), and infrastructure-as-code (Terraform)
  • Frontend integration (React/Streamlit for config UIs) and middleware (message queues, auth systems like R2D2)
  • Proven track record of building reusable ML/API products or internal platforms
  • Ability to translate business problems into technical requirements
  • Agile/Scrum methodology and tools (Jira, GitHub Issues)
  • Strong communication to bridge technical and non-technical stakeholders
  • Community-building skills to drive adoption and contributions
  • Pragmatic problem-solving
  • Bachelor's/University degree in Computer Science, Data Engineering, Cloud Computing, Technology or a related field, or equivalent experience

Nice to have:

  • Experience with open-source projects (contributor/maintainer)
  • Knowledge of LLMOps tools (PromptLayer, Weights & Biases)
  • Background in enterprise integration (SSO, RBAC, logging/monitoring)
What we offer:
  • Medical, dental & vision coverage
  • 401(k)
  • Life, accident, and disability insurance
  • Wellness programs
  • Paid time off packages including vacation, sick leave, and paid holidays
  • Discretionary and formulaic incentive and retention awards

Additional Information:

Job Posted:
August 27, 2025

Expiration:
September 02, 2025

Employment Type:
Fulltime
Work Type:
Hybrid work
Job Link Share:
Welcome to CrawlJobs.com
Your Global Job Discovery Platform
At CrawlJobs.com, we simplify finding your next career opportunity by bringing job listings directly to you from all corners of the web. Using cutting-edge AI and web-crawling technologies, we gather and curate job offers from various sources across the globe, ensuring you have access to the most up-to-date job listings in one place.