Sr. Full Stack Engineer
Core
Design, train, and operationalize intelligent document-processing solutions to turn unstructured documents into accurate, auditable data products using applied AI and machine learning.
Role type
Senior IC Full Stack Engineer (Document AI & Data Engineering)
Builds
Production document extraction models, cloud data pipelines, and configurable validation workflows for regulated industries.
Domain
Financial services / Legal / Healthcare / Insurance (Document-intensive workflows)
Deliverable
production ML models
Required skills
Intelligent Document Processing (IDP), OCR, model training and tuning, Python development, cloud-native data pipelines, YAML configuration, data normalization, encryption and secure processing, API integration, LLM application, CI/CD, observability
Preferred skills
Experience with document AI platforms, supervised model training strategies, exception-based workflow design, translating business procedures into technical requirements
Technologies
Python, YAML, Cloud object storage, SQL analytical platforms, CI/CD tools, Infrastructure-as-code
Responsibilities
Train and evaluate document extraction models for structured and handwritten content; build cloud-native data pipelines for batch and event-driven processing; integrate APIs for document ingestion and result publishing; collaborate with SMEs to define validation rules and acceptance criteria; implement secure, auditable processing controls; design exception workflows to reduce manual review.
Seniority
Senior, hands-on IC