We are seeking a highly seasoned Advanced Technical Analyst with 10–12 years of deep data
architecture experience to serve as the critical nexus within our technology organization. Operating
embedded directly within the AI Engineering team, this strategic role acts as the primary technical
interface translating raw data assets, infrastructure pipelines, and governance structures into deployable
AI products.
Responsibilities
Key Roles & Responsibilities: AI Team Cross-Functional Interfacing
• Serve as the technical translator converting AI/ML model data specifications into concrete roadmaps
• Collaborate closely with Data Scientists, AI Product Engineers, and ML Engineers to align downstream
feature stores, unstructured data sets, and vector embeddings with business logic.
• Partner with non-technical business leaders and product managers to clarify technical limitations, project velocity, and algorithmic constraints in accessible business language.
• Establish technical requirements for structuring high-quality enterprise data feeds tailored specifically for Large Language Model (LLM) fine-tuning, Retrieval-Augmented Generation (RAG) contexts, and
multi-agent AI framework orchestrations.
• Oversee the system design and metadata lineage of custom vector databases, operational data lakes, and streaming systems feeding live AI tools
• Formulate high-level query optimization, indexing parameters, and aggregation strategies across massively parallel stacks for sub-second AI API responses.
• Author granular technical documentation, system specifications, and integration playbooks that serve as the definitive blueprint for cross-functional sprint goals
• Develops innovative and creative output based on interpretation and analysis.
• Perform deep technical analysis on existing legacy stack to engineer migration tracks toward up-to-date, real-time AI operating layers.
Participates and may lead critical projects, customer engagements or business processes.
• Provides design and